Eduardo Moros, PhD

Dr. Eduardo G. Moros career has focused on developing mathematical models, devices, techniques and systems to advance radiation oncology. Currently he is working on advancing adaptive (personalized) radiation therapy using quantitative imaging analysis (radiomics) and artificial intelligence (machine learning) to gain biological/functional information from daily medical images.

Associations

• Radiation Oncology
• Machine Learning
• Molecular Oncology & Drug Discovery Program
• Cancer Imaging & Technology Center of Excellence
• Cancer Biology & Evolution Program

Education & Training

Graduate:

• University of Arizona, MSci - Mechanical Engineering
• University of Arizona, PhD - Mechanical Engineering, Minor in Electrical Engineering

Fellowship:

• University of Wisconsin-Madison - Human Oncology

• Stern W, Alaei P, Berbeco R, DeWerd LA, Kamen J, MacKenzie C, Moros EG, Poirier Y, Potter CA, Schaue D, Patallo IS, Abend M, Swarts S, Trompier F. Achieving Consistent Reporting of Radiation Dosimetry by Adoption of Compatibility in Irradiation Research Protocols Expert Roundtable (CIRPER) Recommendations. Radiat Res. 2024 Mar.201(3):267-269. Pubmedid: 38205905.
• Koo J, Caudell J, Latifi K, Moros EG, Feygelman V. Essentially unedited deep-learning-based OARs are suitable for rigorous oropharyngeal and laryngeal cancer treatment planning. J Appl Clin Med Phys. 2024 Mar.25(3):e14202. Pubmedid: 37942993. Pmcid: PMC10930009.
• Browning AP, Lewin TD, Baker RE, Maini PK, Moros EG, Caudell J, Byrne HM, Enderling H. Predicting Radiotherapy Patient Outcomes with Real-Time Clinical Data Using Mathematical Modelling. Bull Math Biol. 2024 Jan.86(2):19. Pubmedid: 38238433. Pmcid: PMC10796515.
• Browning AP, Lewin TD, Baker RE, Maini PK, Moros EG, Caudell J, Byrne HM, Enderling H. Correction to: Predicting Radiotherapy Patient Outcomes with Real-Time Clinical Data Using Mathematical Modelling. Bull Math Biol. 2024 Feb.86(4):35. Pubmedid: 38416252. Pmcid: PMC10901960.
• Nasser N, Perez BA, Penagaricano JA, Caudell JJ, Oliver DE, Latifi K, Moros EG, Redler G. Technical feasibility of novel immunostimulatory low-dose radiation for polymetastatic disease with CBCT-based online adaptive and conventional approaches. J Appl Clin Med Phys. 2024 Feb.e14303. Pubmedid: 38377378.
• Weygand J, Armstrong T, Bryant JM, Andreozzi JM, Oraiqat IM, Nichols S, Liveringhouse CL, Latifi K, Yamoah K, Costello JR, Frakes JM, Moros EG, El Naqa IM, Naghavi AO, Rosenberg SA, Redler G. Accurate, repeatable, and geometrically precise diffusion-weighted imaging on a 0.35 T magnetic resonance imaging-guided linear accelerator. Phys Imaging Radiat Oncol. 2023 Oct.28:100505. Pubmedid: 38045642. Pmcid: PMC10692914.
• Nasser N, Yang GQ, Koo J, Bowers M, Greco K, Feygelman V, Moros EG, Caudell JJ, Redler G. A head and neck treatment planning strategy for a CBCT-guided ring-gantry online adaptive radiotherapy system. J Appl Clin Med Phys. 2023 Dec.24(12):e14134. Pubmedid: 37621133. Pmcid: PMC10691641.
• Zhang W, Oraiqat I, Litzenberg D, Chang KW, Hadley S, Sunbul NB, Matuszak MM, Tichacek CJ, Moros EG, Carson PL, Cuneo KC, Wang X, El Naqa I. Real-time, volumetric imaging of radiation dose delivery deep into the liver during cancer treatment. Nat Biotechnol. 2023 Aug.41(8):1160-1167. Pubmedid: 36593414. Pmcid: PMC10314963.
• Zou W, Zhang R, Schueler E, Taylor PA, Mascia AE, Diffenderfer ES, Zhao T, Ayan AS, Sharma M, Yu SJ, Lu W, Bosch WR, Tsien C, Surucu M, Pollard-Larkin JM, Schuemann J, Moros EG, Bazalova-Carter M, Gladstone DJ, Li H, Simone CB, Petersson K, Kry SF, Maity A, Loo BW, Dong L, Maxim PG, Xiao Y, Buchsbaum JC. Framework for Quality Assurance of Ultrahigh Dose Rate Clinical Trials Investigating FLASH Effects and Current Technology Gaps. Int J Radiat Oncol Biol Phys. 2023 Aug.116(5):1202-1217. Pubmedid: 37121362. Pmcid: PMC10526970.
• Lotey R, Latifi K, Moros EG, Feygelman V. Evaluation of an MRI linac magnetic isocenter walkout with gantry rotation in the presence of angle-specific corrections. Phys Med Biol. 2023 Apr.68(8). Pubmedid: 36958055.
• Koo J, Caudell JJ, Latifi K, Jordan P, Shen S, Adamson PM, Moros EG, Feygelman V. Comparative evaluation of a prototype deep learning algorithm for autosegmentation of normal tissues in head and neck radiotherapy. Radiother Oncol. 2022 Sep.174:52-58. Pubmedid: 35817322.
• Feygelman V, Latifi K, Bowers M, Greco K, Moros EG, Isacson M, Angerud A, Caudell J. Maintaining dosimetric quality when switching to a Monte Carlo dose engine for head and neck volumetric-modulated arc therapy planning. J Appl Clin Med Phys. 2022 May.23(5):e13572. Pubmedid: 35213089. Pmcid: PMC9121035.
• Ericsson-Szecsenyi R, Zhang G, Redler G, Feygelman V, Rosenberg S, Latifi K, Ceberg C, Moros EG. Robustness Assessment of Images From a 0.35T Scanner of an Integrated MRI-Linac: Characterization of Radiomics Features in Phantom and Patient Data. Technol Cancer Res Treat. 2022 Jan.21. Pubmedid: 35521966. Pmcid: PMC9083059.
• Chakraborty S, Singh M, Pandita RK, Singh V, Lo CSC, Leonard F, Horikoshi N, Moros EG, Guha D, Hunt CR, Chau E, Ahmed KM, Sethi P, Charaka V, Godin B, Makhijani K, Scherthan H, Deck J, Hausmann M, Mushtaq A, Altaf M, Ramos KS, Bhat KM, Taneja N, Das C, Pandita TK. Heat-induced SIRT1-mediated H4K16ac deacetylation impairs resection and SMARCAD1 recruitment to double strand breaks. iScience. 2022 Apr.25(4):104142. Pubmedid: 35434547. Pmcid: PMC9010620.
• Payne A, Chopra R, Ellens N, Chen L, Ghanouni P, Sammet S, Diederich C, Ter Haar G, Parker D, Moonen C, Stafford J, Moros E, Schlesinger D, Benedict S, Wear K, Partanen A, Farahani K. AAPM Task Group 241: A medical physicist's guide to MRI-guided focused ultrasound body systems. Med Phys. 2021 Sep.48(9):e772-e806. Pubmedid: 34224149.
• Zahid MU, Mohsin N, Mohamed ASR, Caudell JJ, Harrison LB, Fuller CD, Moros EG, Enderling H. Forecasting Individual Patient Response to Radiation Therapy in Head and Neck Cancer With a Dynamic Carrying Capacity Model. Int J Radiat Oncol Biol Phys. 2021 Nov.111(3):693-704. Pubmedid: 34102299. Pmcid: PMC8463501.
• Zahid MU, Mohamed ASR, Caudell JJ, Harrison LB, Fuller CD, Moros EG, Enderling H. Dynamics-Adapted Radiotherapy Dose (DARD) for Head and Neck Cancer Radiotherapy Dose Personalization. J Pers Med. 2021 Nov.11(11). Pubmedid: 34834476. Pmcid: PMC8622616.
• Grimm J, Vargo JA, Mavroidis P, Moiseenko V, Emami B, Jain S, Caudell JJ, Clump DA, Ling DC, Das S, Moros EG, Vinogradskiy Y, Xue J, Heron DE. Initial Data Pooling for Radiation Dose-Volume Tolerance for Carotid Artery Blowout and Other Bleeding Events in Hypofractionated Head and Neck Retreatments. Int J Radiat Oncol Biol Phys. 2021 May.110(1):147-159. Pubmedid: 33583641.
• Vargo JA, Moiseenko V, Grimm J, Caudell J, Clump DA, Yorke E, Xue J, Vinogradskiy Y, Moros EG, Mavroidis P, Jain S, El Naqa I, Marks LB, Heron DE. Head and Neck Tumor Control Probability: Radiation Dose-Volume Effects in Stereotactic Body Radiation Therapy for Locally Recurrent Previously-Irradiated Head and Neck Cancer: Report of the AAPM Working Group. Int J Radiat Oncol Biol Phys. 2021 May.110(1):137-146. Pubmedid: 29477291. Pmcid: PMC7294512.
• Divgi C, Carrasquillo JA, Meredith R, Seo Y, Frey EC, Bolch WE, Zimmerman BE, Akabani G, Jacobson DA, Brown B, Davern SM, Hobbs RF, Humm J, Moros EG, Morse D, Papineni R, Zanzonico P, Benedict SH, Sgouros G. Overcoming Barriers to Radiopharmaceutical Therapy (RPT): An Overview From the NRG-NCI Working Group on Dosimetry of Radiopharmaceutical Therapy. Int J Radiat Oncol Biol Phys. 2021 Mar.109(4):905-912. Pubmedid: 33309909. Pmcid: PMC8399328.
• McGee KP, Hwang K, Sullivan DC, Kurhanewicz J, Hu Y, Wang J, Li W, Debbins J, Paulson E, Olsen JR, Hua CH, Warner L, Ma D, Moros E, Tyagi N, Chung C. Magnetic resonance biomarkers in radiation oncology: The report of AAPM Task Group 294. Med Phys. 2021 Jul.48(7):e697-e732. Pubmedid: 33864283. Pmcid: PMC8361924.
• Koo J, Nardella L, Degnan M, Andreozzi J, Yu HM, Penagaricano J, Johnstone PAS, Oliver D, Ahmed K, Rosenberg SA, Wuthrick E, Diaz R, Feygelman V, Latifi K, Moros EG, Redler G. Triggered kV Imaging During Spine SBRT for Intrafraction Motion Management. Technol Cancer Res Treat. 2021 Jan.20. Pubmedid: 34855577. Pmcid: PMC8649431.
• Dominello MM, Sanders T, Anscher M, Bayouth J, Brock KK, Carlson DJ, Hugo G, Joseph S, Knisely J, Mendonca MS, Mian OY, Moros EG, Singh AK, Yu JB. Responses to the 2018 and 2019 "One Big Discovery" Question: ASTRO Membership's Opinions on the Most Important Research Question Facing Radiation Oncology…Where Are We Headed?. Int J Radiat Oncol Biol Phys. 2021 Jan.109(1):38-40. Pubmedid: 32798605.
• Yuan Z, Frazer M, Rishi A, Latifi K, Tomaszewski MR, Moros EG, Feygelman V, Felder S, Sanchez J, Dessureault S, Imanirad I, Kim RD, Harrison LB, Hoffe SE, Zhang GG, Frakes JM. Pretreatment CT and PET radiomics predicting rectal cancer patients in response to neoadjuvant chemoradiotherapy. Rep Pract Oncol Radiother. 2021 Feb.26(1):29-34. Pubmedid: 33948299. Pmcid: PMC8086711.
• Saini A, Tichacek C, Johansson W, Redler G, Zhang G, Moros EG, Qayyum M, Feygelman V. Unlocking a closed system: dosimetric commissioning of a ring gantry linear accelerator in a multivendor environment. J Appl Clin Med Phys. 2021 Feb.22(2):21-34. Pubmedid: 33452738. Pmcid: PMC7882119.
• Tomaszewski MR, Latifi K, Boyer E, Palm RF, El Naqa I, Moros EG, Hoffe SE, Rosenberg SA, Frakes JM, Gillies RJ. Delta radiomics analysis of Magnetic Resonance guided radiotherapy imaging data can enable treatment response prediction in pancreatic cancer. Radiat Oncol. 2021 Dec.16(1):237. Pubmedid: 34911546. Pmcid: PMC8672552.
• Tafreshi NK, Kil H, Pandya DN, Tichacek CJ, Doligalski ML, Budzevich MM, Delva NC, Langsen ML, Vallas JA, Boulware DC, Engelman RW, Gage KL, Moros EG, Wadas TJ, McLaughlin ML, Morse DL. Lipophilicity Determines Routes of Uptake and Clearance, and Toxicity of an Alpha-Particle-Emitting Peptide Receptor Radiotherapy. ACS Pharmacol Transl Sci. 2021 Apr.4(2):953-965. Pubmedid: 33860213. Pmcid: PMC8033749.
• Tichacek CJ, Tafreshi NK, Kil H, Engelman RW, Doligalski ML, Budzevich MM, Gage KL, McLaughlin ML, Wadas TJ, Silva A, Moros E, Morse DL. Biodistribution and Multicompartment Pharmacokinetic Analysis of a Targeted α Particle Therapy. Mol Pharm. 2020 Nov.17(11):4180-4188. Pubmedid: 32960613.
• Paul R, Shafiq-Ul Hassan M, Moros EG, Gillies RJ, Hall LO, Goldgof DB. Deep Feature Stability Analysis Using CT Images of a Physical Phantom Across Scanner Manufacturers, Cartridges, Pixel Sizes, and Slice Thickness. Tomography. 2020 Jun.6(2):250-260. Pubmedid: 32548303. Pmcid: PMC7289258.
• Yuan Z, Frazer M, Zhang GG, Latifi K, Moros EG, Feygelman V, Felder S, Sanchez J, Dessureault S, Imanirad I, Kim RD, Harrison LB, Hoffe SE, Frakes JM. CT-based radiomic features to predict pathological response in rectal cancer: A retrospective cohort study. J Med Imaging Radiat Oncol. 2020 Jun.64(3):444-449. Pubmedid: 32386109.
• Lewin T, Byrne H, Maini PK, Caudell JJ, Moros EG, Enderling H. The importance of dead material within a tumour on the dynamics in response to radiotherapy. Phys Med Biol. 2020 Jan.65(1):015007. Pubmedid: 31593931.
• Rishi A, Zhang GG, Yuan Z, Sim AJ, Song EY, Moros EG, Tomaszewski MR, Latifi K, Pimiento JM, Fontaine JP, Mehta R, Harrison LB, Hoffe SE, Frakes JM. Pretreatment CT and 18 F-FDG PET-based radiomic model predicting pathological complete response and loco-regional control following neoadjuvant chemoradiation in oesophageal cancer. J Med Imaging Radiat Oncol. 2020 Dec.65(1):102-111. Pubmedid: 33258556.
• Tichacek CJ, Budzevich MM, Wadas TJ, Morse DL, Moros EG. A Monte Carlo Method for Determining the Response Relationship between Two Commonly Used Detectors to Indirectly Measure Alpha Particle Radiation Activity. Molecules. 2019 Sep.24(18). Pubmedid: 31546752. Pmcid: PMC6767018.
• Ahmed S, Zhang G, Moros EG, Feygelman V. Comprehensive evaluation of the high-resolution diode array for SRS dosimetry. J Appl Clin Med Phys. 2019 Sep.20(10):13-23. Pubmedid: 31478343. Pmcid: PMC6806480.
• Sunassee ED, Tan D, Ji N, Brady R, Moros EG, Caudell JJ, Yartsev S, Enderling H. Proliferation saturation index in an adaptive Bayesian approach to predict patient-specific radiotherapy responses. Int J Radiat Biol. 2019 Oct.95(10):1421-1426. Pubmedid: 30831050. Pmcid: PMC7081883.
• Tafreshi NK, Doligalski ML, Tichacek CJ, Pandya DN, Budzevich MM, El-Haddad G, Khushalani NI, Moros EG, McLaughlin ML, Wadas TJ, Morse DL. Development of Targeted Alpha Particle Therapy for Solid Tumors. Molecules. 2019 Nov.24(23). Pubmedid: 31779154. Pmcid: PMC6930656.
• Rockne RC, Hawkins-Daarud A, Swanson KR, Sluka JP, Glazier JA, Macklin P, Hormuth D, Jarrett AM, Lima EABDF, Oden J, Biros G, Yankeelov TE, Curtius K, Bakir IA, Wodarz D, Komarova N, Aparicio L, Bordyuh M, Rabadan R, Finley S, Enderling H, Caudell JJ, Moros EG, Anderson ARA, Gatenby R, Kaznatcheev A, Jeavons P, Krishnan N, Pelesko J, Wadhwa RR, Yoon N, Nichol D, Marusyk A, Hinczewski M, Scott JG. The 2019 mathematical oncology roadmap. Phys Biol. 2019 Jun.16(4):041005. Pubmedid: 30991381. Pmcid: PMC6655440.
• Latifi K, Moros EG, Zhang G, Harrison L, Feygelman V. A Method to Determine the Coincidence of MRI-Guided Linac Radiation and Magnetic Isocenters. Technol Cancer Res Treat. 2019 Jan.18. Pubmedid: 31537173. Pmcid: PMC6755638.
• Byrd D, Christopfel R, Arabasz G, Catana C, Karp J, Lodge MA, Laymon C, Moros EG, Budzevich M, Nehmeh S, Scheuermann J, Sunderland J, Zhang J, Kinahan P. Erratum: Measuring temporal stability of positron emission tomography standardized uptake value bias using long-lived sources in a multicenter network. J Med Imaging (Bellingham). 2019 Jan.6(1):019801. Pubmedid: 30944844. Pmcid: PMC6441995.
• Yu JB, Beck TF, Anscher MS, Baschnagel AM, Brock KK, Carlson DJ, Dominello MM, Kimple RJ, Knisely JPS, Mendonca MS, Mian OY, Singh AK, Moros EG, Keen JC. The ASTRO Research Portfolio: Where Do We Go From Here?. Int J Radiat Oncol Biol Phys. 2019 Feb.103(2):308-309. Pubmedid: 30647008.
• Yu JB, Beck TF, Anscher MS, Baschnagel AM, Brock KK, Carlson DJ, Dominello MM, Kimple RJ, Knisely JP, Mendonca MS, Mian OY, Singh AK, Moros EG, Keen JC. Analysis of the 2017 American Society for Radiation Oncology (ASTRO) Research Portfolio. Int J Radiat Oncol Biol Phys. 2019 Feb.103(2):297-304. Pubmedid: 30647006.
• Enderling H, Alfonso JCL, Moros E, Caudell JJ, Harrison LB. Integrating Mathematical Modeling into the Roadmap for Personalized Adaptive Radiation Therapy. Trends Cancer. 2019 Aug.5(8):467-474. Pubmedid: 31421904.
• Tafreshi NK, Tichacek CJ, Pandya DN, Doligalski ML, Budzevich MM, Kil H, Bhatt NB, Kock ND, Messina JL, Ruiz EE, Delva NC, Weaver A, Gibbons WR, Boulware DC, Khushalani NI, El-Haddad G, Triozzi PL, Moros EG, McLaughlin ML, Wadas T, Morse D. Melanocortin 1 Receptor-Targeted α-Particle Therapy for Metastatic Uveal Melanoma. J Nucl Med. 2019 Aug.60(8):1124-1133. Pubmedid: 30733316. Pmcid: PMC6681690.
• Ahmed S, Kapatoes J, Zhang G, Moros EG, Feygelman V. A hybrid volumetric dose verification method for single-isocenter multiple-target cranial SRS. J Appl Clin Med Phys. 2018 Sep.19(5):651-658. Pubmedid: 30112817. Pmcid: PMC6123151.
• Mihaylov IB, Moros EG. Integral dose based inverse optimization objective function promises lower toxicity in head-and-neck. Phys Med. 2018 Oct.54:77-83. Pubmedid: 30337013. Pmcid: PMC9608394.
• Lewin TD, Maini PK, Moros EG, Enderling H, Byrne HM. The Evolution of Tumour Composition During Fractionated Radiotherapy: Implications for Outcome. Bull Math Biol. 2018 May.80(5):1207-1235. Pubmedid: 29488054.
• Poleszczuk J, Walker R, Moros EG, Latifi K, Caudell JJ, Enderling H. Predicting Patient-Specific Radiotherapy Protocols Based on Mathematical Model Choice for Proliferation Saturation Index. Bull Math Biol. 2018 May.80(5):1195-1206. Pubmedid: 28681150.
• Walker R, Poleszczuk J, Pilon-Thomas S, Kim S, Anderson AARA, Czerniecki BJ, Harrison LB, Moros EG, Enderling H. Immune interconnectivity of anatomically distant tumors as a potential mediator of systemic responses to local therapy. Sci Rep. 2018 Jun.8(1):9474. Pubmedid: 29930290. Pmcid: PMC6013469.
• Shafiq-Ul-Hassan M, Latifi K, Zhang G, Ullah G, Gillies R, Moros E. Voxel size and gray level normalization of CT radiomic features in lung cancer. Sci Rep. 2018 Jul.8(1):10545. Pubmedid: 30002441. Pmcid: PMC6043486.
• Latifi K, Caudell J, Zhang G, Hunt D, Moros EG, Feygelman V. Practical quantification of image registration accuracy following the AAPM TG-132 report framework. J Appl Clin Med Phys. 2018 Jul.19(4):125-133. Pubmedid: 29882231. Pmcid: PMC6036411.
• Byrd D, Christopfel R, Arabasz G, Catana C, Karp J, Lodge MA, Laymon C, Moros EG, Budzevich M, Nehmeh S, Scheuermann J, Sunderland J, Zhang J, Kinahan P. Measuring temporal stability of positron emission tomography standardized uptake value bias using long-lived sources in a multicenter network. J Med Imaging (Bellingham). 2018 Jan.5(1):011016. Pubmedid: 29322068. Pmcid: PMC5753626.
• Shafiq-Ul-Hassan M, Zhang GG, Hunt DC, Latifi K, Ullah G, Gillies RJ, Moros EG. Accounting for reconstruction kernel-induced variability in CT radiomic features using noise power spectra. J Med Imaging (Bellingham). 2018 Jan.5(1):011013. Pubmedid: 29285518. Pmcid: PMC5729963.
• Byrd D, Christopfel R, Buatti J, Moros E, Nehmeh S, Opanowski A, Kinahan P. Multicenter survey of PET/CT protocol parameters that affect standardized uptake values. J Med Imaging (Bellingham). 2018 Jan.5(1):011012. Pubmedid: 29250567. Pmcid: PMC5722234.
• Altazi BA, Fernandez DC, Zhang GG, Hawkins S, Naqvi SM, Kim Y, Hunt D, Latifi K, Biagioli M, Venkat P, Moros EG. Investigating multi-radiomic models for enhancing prediction power of cervical cancer treatment outcomes. Phys Med. 2018 Feb.46:180-188. Pubmedid: 29475772. Pmcid: PMC7771366.
• Dominello MM, Keen JC, Beck TF, Bayouth J, Knisely J, Carlson DJ, Mendonca MS, Mian O, Brock KK, Anscher M, Hugo G, Moros EG, Singh AK, Yu JB. Responses to the 2017 "1 Million Gray Question": ASTRO Membership's Opinions on the Most Important Research Question Facing Radiation Oncology. Int J Radiat Oncol Biol Phys. 2018 10.102(2):249-250. Pubmedid: 30003995.
• Li Q, Kim J, Balagurunathan Y, Qi J, Liu Y, Latifi K, Moros EG, Schabath MB, Ye Z, Gillies RJ, Dilling TJ. CT imaging features associated with recurrence in non-small cell lung cancer patients after stereotactic body radiotherapy. Radiat Oncol. 2017 Sep.12(1):158. Pubmedid: 28946909. Pmcid: PMC5613447.
• Zhang GG, Latifi K, Feygelman V, Chou KT, Huang TC, Dilling TJ, Perez BA, Moros EG. Ventilation Series Similarity: A Study for Ventilation Calculation Using Deformable Image Registration and 4DCT to Avoid Motion Artifacts. Contrast Media Mol Imaging. 2017 Sep.2017:9730380. Pubmedid: 29097945. Pmcid: PMC5623778.
• Oliver JA, Budzevich M, Hunt D, Moros EG, Latifi K, Dilling TJ, Feygelman V, Zhang G. Sensitivity of Image Features to Noise in Conventional and Respiratory-Gated PET/CT Images of Lung Cancer: Uncorrelated Noise Effects. Technol Cancer Res Treat. 2017 Oct.16(5):595-608. Pubmedid: 27502957. Pmcid: PMC5665151.
• Ahmed S, Nelms B, Gintz D, Caudell J, Zhang G, Moros EG, Feygelman V. A method for a priori estimation of best feasible DVH for organs-at-risk: Validation for head and neck VMAT planning. Med Phys. 2017 Oct.44(10):5486-5497. Pubmedid: 28777469.
• Altazi BA, Zhang GG, Fernandez DC, Montejo ME, Hunt D, Werner J, Biagioli MC, Moros EG. Reproducibility of F18-FDG PET radiomic features for different cervical tumor segmentation methods, gray-level discretization, and reconstruction algorithms. J Appl Clin Med Phys. 2017 Nov.18(6):32-48. Pubmedid: 28891217. Pmcid: PMC5689938.
• Ahmed S, Hunt D, Kapatoes J, Hayward R, Zhang G, Moros EG, Feygelman V. Validation of a GPU-Based 3D dose calculator for modulated beams. J Appl Clin Med Phys. 2017 May.18(3):73-82. Pubmedid: 28371377. Pmcid: PMC5689856.
• Caudell JJ, Torres-Roca JF, Gillies RJ, Enderling H, Kim S, Rishi A, Moros EG, Harrison LB. The future of personalised radiotherapy for head and neck cancer. Lancet Oncol. 2017 May.18(5):e266-e273. Pubmedid: 28456586. Pmcid: PMC7771279.
• Yasaka K, Akai H, Mackin D, Court L, Moros E, Ohtomo K, Kiryu S. Precision of quantitative computed tomography texture analysis using image filtering: A phantom study for scanner variability. Medicine. 2017 May.96(21):e6993. Pubmedid: 28538408. Pmcid: PMC5457888.
• Shafiq-Ul-Hassan M, Zhang GG, Latifi K, Ullah G, Hunt DC, Balagurunathan Y, Abdalah MA, Schabath MB, Goldgof DG, Mackin D, Court LE, Gillies RJ, Moros EG. Intrinsic dependencies of CT radiomic features on voxel size and number of gray levels. Med Phys. 2017 Mar.44(3):1050-1062. Pubmedid: 28112418. Pmcid: PMC5462462.
• Oliver JA, Venkat P, Frakes JM, Klapman J, Harris C, Montilla-Soler J, Dhadham GC, Altazi BA, Zhang GG, Moros EG, Shridhar R, Hoffe SE, Latifi K. Fiducial markers coupled with 3D PET/CT offer more accurate radiation treatment delivery for locally advanced esophageal cancer. Endosc Int Open. 2017 Jun.5(6):E496-E504. Pubmedid: 28573183. Pmcid: PMC5451282.
• Zhang DG, Feygelman V, Moros EG, Latifi K, Hoffe S, Frakes J, Zhang GG. Superficial and peripheral dose in compensator-based FFF beam IMRT. J Appl Clin Med Phys. 2017 Jan.18(1):151-156. Pubmedid: 28291940. Pmcid: PMC5689887.
• Sharma S, Narayanasamy G, Clarkson R, Chao M, Moros EG, Zhang X, Yan Y, Boerma M, Paudel N, Morrill S, Corry P, Griffin RJ. Study of Image Qualities From 6D Robot-Based CBCT Imaging System of Small Animal Irradiator. Technol Cancer Res Treat. 2017 Jan.16(6):811-818. Pubmedid: 28355964. Pmcid: PMC5762036.
• Scott JG, Berglund A, Schell MJ, Mihaylov I, Fulp WJ, Yue B, Welsh E, Caudell JJ, Ahmed K, Strom TS, Mellon E, Venkat P, Johnstone P, Foekens J, Lee J, Moros E, Dalton WS, Eschrich SA, McLeod H, Harrison LB, Torres-Roca JF. A genome-based model for adjusting radiotherapy dose (GARD): a retrospective, cohort-based study. Lancet Oncol. 2017 Feb.18(2):202-211. Pubmedid: 27993569. Pmcid: PMC7771305.
• Sharma S, Narayanasamy G, Przybyla B, Webber J, Boerma M, Clarkson R, Moros EG, Corry PM, Griffin RJ. Advanced Small Animal Conformal Radiation Therapy Device. Technol Cancer Res Treat. 2017 Feb.16(1):45-56. Pubmedid: 26792490. Pmcid: PMC5616115.
• Li Q, Kim J, Balagurunathan Y, Liu Y, Latifi K, Stringfield O, Garcia A, Moros EG, Dilling TJ, Schabath MB, Ye Z, Gillies RJ. Imaging features from pretreatment CT scans are associated with clinical outcomes in nonsmall-cell lung cancer patients treated with stereotactic body radiotherapy. Med Phys. 2017 Aug.44(8):4341-4349. Pubmedid: 28464316. Pmcid: PMC5553698.
• Whelan B, Moros E, Fahrig R, Deye J, Yi T, Woodward M, Keall P, Siewerdsen J. Development and testing of a database of NIH research funding of AAPM members: A report from the AAPM Working Group for the Development of a Research Database (WGDRD). Med Phys. 2017 Apr.44(4):1590-1601. Pubmedid: 28074545. Pmcid: PMC9559539.
• Moros EG, Halvorsen PH. Open access journals benefit authors from more affluent institutions. Med Phys. 2016 Oct.43(10):5265. Pubmedid: 27782693.
• Ahmed S, Nelms B, Kozelka J, Zhang G, Moros E, Feygelman V. Validation of an improved helical diode array and dose reconstruction software using TG-244 datasets and stringent dose comparison criteria. J Appl Clin Med Phys. 2016 Nov.17(6):163-178. Pubmedid: 28297274.
• Ahmed S, Nelms B, Kozelka J, Zhang G, Moros E, Feygelman V. Validation of an improved helical diode array and dose reconstruction software using TG-244 datasets and stringent dose comparison criteria. J Appl Clin Med Phys. 2016 Nov.17(6):163-178. Pubmedid: 27929491. Pmcid: PMC5690493.
• Gintz D, Latifi K, Caudell J, Nelms B, Zhang G, Moros E, Feygelman V. Initial evaluation of automated treatment planning software. J Appl Clin Med Phys. 2016 May.17(3):331-346. Pubmedid: 28297346.
• Gintz D, Latifi K, Caudell J, Nelms B, Zhang G, Moros E, Feygelman V. Initial evaluation of automated treatment planning software. J Appl Clin Med Phys. 2016 May.17(3):331-346. Pubmedid: 27167292. Pmcid: PMC5690942.
• Zhang GG, Latifi K, Du K, Reinhardt JM, Christensen GE, Ding K, Feygelman V, Moros EG. Evaluation of the ΔV 4D CT ventilation calculation method using in vivo xenon CT ventilation data and comparison to other methods. J Appl Clin Med Phys. 2016 Mar.17(2):550-560. Pubmedid: 27074479. Pmcid: PMC5874808.
• Poleszczuk J, Luddy KA, Prokopiou S, Robertson-Tessi M, Moros EG, Fishman M, Djeu JY, Finkelstein SE, Enderling H. Abscopal Benefits of Localized Radiotherapy Depend on Activated T-cell Trafficking and Distribution between Metastatic Lesions. Cancer Res. 2016 Mar.76(5):1009-1018. Pubmedid: 26833128.
• Zhang GG, Latifi K, Du K, Reinhardt JM, Christensen GE, Ding K, Feygelman V, Moros EG. Evaluation of the ΔV 4D CT ventilation calculation method using in vivo xenon CT ventilation data and comparison to other methods. J Appl Clin Med Phys. 2016 Mar.17(2):550-560. Pubmedid: 28297411.
• Mellon EA, Javedan K, Strom TJ, Moros EG, Biagioli MC, Fernandez DC, Wasserman SG, Wilder RB. A dosimetric comparison of volumetric modulated arc therapy with step-and-shoot intensity modulated radiation therapy for prostate cancer. Pract Radiat Oncol. 2015 Oct.5(1):11-15. Pubmedid: 25413432.
• Feygelman V, Tonner B, Stambaugh C, Hunt D, Zhang G, Moros E, Nelms BE. Technical Note: Motion-perturbation method applied to dosimetry of dynamic MLC target tracking--A proof-of-concept. Med Phys. 2015 Nov.42(11):6147-6151. Pubmedid: 26520707.
• Stambaugh C, Nelms B, Wolf T, Mueller R, Geurts M, Opp D, Moros E, Zhang G, Feygelman V. Measurement-guided volumetric dose reconstruction for helical tomotherapy. J Appl Clin Med Phys. 2015 Mar.16(2):5298. Pubmedid: 26103199. Pmcid: PMC5690083.
• Sridharan V, Tripathi P, Aykin-Burns N, Krager KJ, Sharma SK, Moros EG, Melnyk SB, Pavliv O, Hauer-Jensen M, Boerma M. A tocotrienol-enriched formulation protects against radiation-induced changes in cardiac mitochondria without modifying late cardiac function or structure. Radiat Res. 2015 Mar.183(3):357-366. Pubmedid: 25710576. Pmcid: PMC4688041.
• Prokopiou S, Moros EG, Poleszczuk J, Caudell J, Torres-Roca JF, Latifi K, Lee JK, Myerson R, Harrison LB, Enderling H. A proliferation saturation index to predict radiation response and personalize radiotherapy fractionation. Radiat Oncol. 2015 Jul.10:159. Pubmedid: 26227259. Pmcid: PMC4521490.
• Oliver JA, Budzevich M, Zhang GG, Dilling TJ, Latifi K, Moros EG. Variability of Image Features Computed from Conventional and Respiratory-Gated PET/CT Images of Lung Cancer. Transl Oncol. 2015 Dec.8(6):524-534. Pubmedid: 26692535. Pmcid: PMC4700295.
• Lieblong BJ, Sridharan V, Srivastava AK, Moros EG, Sharma SK, Boerma M. Role of the bradykinin B2 receptor in a rat model of local heart irradiation. Int J Radiat Biol. 2015 Aug.91(8):634-642. Pubmedid: 25955317. Pmcid: PMC4743985.
• Zhang DG, Feygelman V, Moros EG, Latifi K, Zhang GG. Monte Carlo study of radiation dose enhancement by gadolinium in megavoltage and high dose rate radiotherapy. PLoS One. 2014 Oct.9(10):e109389. Pubmedid: 25275550. Pmcid: PMC4183586.
• Mihaylov IB, Moros EG. Mathematical Formulation of DMH-Based Inverse Optimization. Front Oncol. 2014 Nov.4:331. Pubmedid: 25478325. Pmcid: PMC4235072.
• Feygelman V, Stambaugh C, Opp D, Zhang G, Moros EG, Nelms BE. Cross-validation of two commercial methods for volumetric high-resolution dose reconstruction on a phantom for non-coplanar VMAT beams. Radiother Oncol. 2014 Mar.110(3):558-561. Pubmedid: 24440044.
• Kuykendall CC, Budzevich MM, Latifi K, Moros EG, Hoffe SE, Dilling TJ, Zhang GG, Montilla-Soler JL, Eikman EA. 4D PET/CT: Radiology Imaging to Radiation Therapy. Pract Radiat Oncol. 2014 Mar.3(2 Suppl 1):S28. Pubmedid: 24674534.
• Latifi K, Dilling TJ, Hoffe SE, Stevens CW, Moros EG, Zhang GG. Evaluating Effects of Radiation Therapy Treatment on 4DCT-Calculated Lung Ventilation. Pract Radiat Oncol. 2014 Mar.3(2 Suppl 1):S6-S7. Pubmedid: 24674563.
• Zhang GG, Latifi K, Huang T, Feygelman V, Stevens CW, Dilling TJ, Moros EG, Elmpt Wv, Dekker A. Effects of Noise in 4D CT on Deformable Image Registration and Derived Ventilation Data. Pract Radiat Oncol. 2014 Mar.3(2 Suppl 1):S7-S8. Pubmedid: 24674566.
• Saeed N, Latifi K, Hoffe SE, Cruz A, Opp DW, Moros EG, Zhang GG, Budzevich MM, Shridhar R, Dilling TJ. Optimizing Options for Re-irradiation With Deformable Image Registration of Prior Plans. Pract Radiat Oncol. 2014 Mar.3(2 Suppl 1):S16-S17. Pubmedid: 24674497.
• Figura N, Latifi K, Dilling TJ, Kuykendall CC, Eikman EA, Moros EG, Zhang GG, Leuthold S, Mehra C, Hoffe SE. Dosimetric Implications of Treating 4D PET/CT-Defined Maximum Inhale Versus Exhale Target Volumes in Esophageal Cancer. Pract Radiat Oncol. 2014 Mar.3(2 Suppl 1):S34-S35. Pubmedid: 24674556.
• Budzevich MM, Kuykendall CC, Latifi K, Oliver J, Dilling TJ, Hoffe SE, Eikman EA, Montilla-Soler JI, Zhang GG, Moros EG. A Method to Determine the Optimal Number of Bins in 4D PET. Pract Radiat Oncol. 2014 Mar.3(2 Suppl 1):S25. Pubmedid: 24674527.
• Sridharan V, Aykin-Burns N, Tripathi P, Krager KJ, Sharma SK, Moros EG, Corry PM, Nowak G, Hauer-Jensen M, Boerma M. Radiation-induced alterations in mitochondria of the rat heart. Radiat Res. 2014 Mar.181(3):324-334. Pubmedid: 24568130. Pmcid: PMC4029615.
• Javedan K, Feygelman V, Zhang RR, Moros EG, Correa CR, Trotti A, Li W, Zhang GG. Monte Carlo comparison of superficial dose between flattening filter free and flattened beams. Phys Med. 2014 Jun.30(4):503-508. Pubmedid: 24662096.
• Nelms BE, Opp D, Zhang G, Moros E, Feygelman V. Motion as perturbation. II. Development of the method for dosimetric analysis of motion effects with fixed-gantry IMRT. Med Phys. 2014 Jun.41(6):061704. Pubmedid: 24877799.
• Sridharan V, Tripathi P, Sharma S, Moros EG, Zheng J, Hauer-Jensen M, Boerma M. Roles of sensory nerves in the regulation of radiation-induced structural and functional changes in the heart. Int J Radiat Oncol Biol Phys. 2014 Jan.88(1):167-174. Pubmedid: 24331664. Pmcid: PMC3868013.
• Myerson RJ, Moros EG, Diederich CJ, Haemmerich D, Hurwitz MD, Hsu IC, McGough RJ, Nau WH, Straube WL, Turner PF, Vujaskovic Z, Stauffer PR. Components of a hyperthermia clinic: recommendations for staffing, equipment, and treatment monitoring. Int J Hyperthermia. 2014 Feb.30(1):1-5. Pubmedid: 24350642.
• Sridharan V, Tripathi P, Sharma S, Corry PM, Moros EG, Singh A, Compadre CM, Hauer-Jensen M, Boerma M. Effects of late administration of pentoxifylline and tocotrienols in an image-guided rat model of localized heart irradiation. PLoS One. 2014 Feb.8(7):e68762. Pubmedid: 23894340. Pmcid: PMC3718790.
• Sharma S, Moros EG, Boerma M, Sridharan V, Han EY, Clarkson R, Hauer-Jensen M, Corry PM. A novel technique for image-guided local heart irradiation in the rat. Technol Cancer Res Treat. 2014 Dec.13(6):593-603. Pubmedid: 24000983. Pmcid: PMC3951712.
• Latifi K, Oliver J, Baker R, Dilling TJ, Stevens CW, Kim J, Yue B, Demarco M, Zhang GG, Moros EG, Feygelman V. Study of 201 non-small cell lung cancer patients given stereotactic ablative radiation therapy shows local control dependence on dose calculation algorithm. Int J Radiat Oncol Biol Phys. 2014 Apr.88(5):1108-1113. Pubmedid: 24529716.
• Stambaugh C, Nelms BE, Dilling T, Stevens C, Latifi K, Zhang G, Moros E, Feygelman V. Experimentally studied dynamic dose interplay does not meaningfully affect target dose in VMAT SBRT lung treatments. Med Phys. 2013 Sep.40(9):091710. Pubmedid: 24007143.
• Latifi K, Huang TC, Feygelman V, Budzevich MM, Moros EG, Dilling TJ, Stevens CW, van Elmpt W, Dekker A, Zhang GG. Effects of quantum noise in 4D-CT on deformable image registration and derived ventilation data. Phys Med Biol. 2013 Nov.58(21):7661-7672. Pubmedid: 24113375.
• Varma S, Myerson R, Moros E, Taylor M, Straube W, Zoberi I. Simultaneous radiotherapy and superficial hyperthermia for high-risk breast carcinoma: a randomised comparison of treatment sequelae in heated versus non-heated sectors of the chest wall hyperthermia. Int J Hyperthermia. 2013 Mar.28(7):583-590. Pubmedid: 22946861. Pmcid: PMC5297381.
• Sridharan V, Sharma SK, Moros EG, Corry PM, Tripathi P, Lieblong BJ, Guha C, Hauer-Jensen M, Boerma M. Effects of radiation on the epidermal growth factor receptor pathway in the heart. Int J Radiat Biol. 2013 Jul.89(7):539-547. Pubmedid: 23488537. Pmcid: PMC3700655.
• Zhang RR, Feygelman V, Harris ER, Rao N, Moros EG, Zhang GG. Is wax equivalent to tissue in electron conformal therapy planning? A Monte Carlo study of material approximation introduced dose difference. J Appl Clin Med Phys. 2013 Jan.14(1):3991. Pubmedid: 23318384. Pmcid: PMC5713917.
• Latifi K, Feygelman V, Moros EG, Dilling TJ, Stevens CW, Zhang GG. Normalization of ventilation data from 4D-CT to facilitate comparison between datasets acquired at different times. PLoS One. 2013.8(12):e84083. Pubmedid: 24358330. Pmcid: PMC3866128.
• Sridharan V, Tripathi P, Sharma SK, Moros EG, Corry PM, Lieblong BJ, Kaschina E, Unger T, Thöne-Reineke C, Hauer-Jensen M, Boerma M. Cardiac inflammation after local irradiation is influenced by the kallikrein-kinin system. Cancer Res. 2012 Oct.72(19):4984-4992. Pubmedid: 22865451. Pmcid: PMC3463770.
• Chen D, Xia R, Corry PM, Moros EG, Shafirstein G. SonoKnife for ablation of neck tissue: In vivo verification of a computer layered medium model. Int J Hyperthermia. 2012 Oct.28(7):698-705. Pubmedid: 22946601.
• Mihaylov IB, Fatyga M, Bzdusek K, Gardner K, Moros EG. Biological optimization in volumetric modulated arc radiotherapy for prostate carcinoma. Int J Radiat Oncol Biol Phys. 2012 Mar.82(3):1292-1298. Pubmedid: 21570214.
• Budzevich M, Dilling T, Zhang G, Kuykendall C, Moros E. SU-E-J-167: Optimal Number of Respiratory Phases in 4D PET for Radiotherapy Planning: Motion-Simulated Phantom Study. Med Phys. 2012 Jun.39(6Part8):3691. Pubmedid: 28518903.
• Asur RS, Sharma S, Chang CW, Penagaricano J, Kommuru IM, Moros EG, Corry PM, Griffin RJ. Spatially fractionated radiation induces cytotoxicity and changes in gene expression in bystander and radiation adjacent murine carcinoma cells. Radiat Res. 2012 Jun.177(6):751-765. Pubmedid: 22559204. Pmcid: PMC3395590.
• Latifi K, Dilling T, Hoffe S, Stevens C, Moros E, Zhang G. SU-E-J-187: Evaluation of the Effects of Dose on 4DCT-Calculated Lung Ventilation. Med Phys. 2012 Jun.39(6Part9):3695-3696. Pubmedid: 28519064.
• Mihaylov I, Moros E, Siebers J. SU-E-T-553: Dose-Mass Vs. Dose-Volume Optimization: A Phantom Study. Med Phys. 2012 Jun.39(6Part18):3832-3833. Pubmedid: 28518498. Pmcid: PMC8015874.
• Griffin RJ, Koonce NA, Dings RP, Siegel E, Moros EG, Bräuer-Krisch E, Corry PM. Microbeam radiation therapy alters vascular architecture and tumor oxygenation and is enhanced by a galectin-1 targeted anti-angiogenic peptide. Radiat Res. 2012 Jun.177(6):804-812. Pubmedid: 22607585. Pmcid: PMC3391740.
• Nelms BE, Opp D, Robinson J, Wolf TK, Zhang G, Moros E, Feygelman V. VMAT QA: Measurement-guided 4D dose reconstruction on a patient. Med Phys. 2012 Jul.39(7Part1):4228-4238. Pubmedid: 28516597.
• Nelms BE, Opp D, Robinson J, Wolf TK, Zhang G, Moros E, Feygelman V. VMAT QA: measurement-guided 4D dose reconstruction on a patient. Med Phys. 2012 Jul.39(7):4228-4238. Pubmedid: 22830756.
• Chao M, Penagaricano J, Yan Y, Moros EG, Corry P, Ratanatharathorn V. Voxel-based dose reconstruction for total body irradiation with helical tomotherapy. Int J Radiat Oncol Biol Phys. 2012 Apr.82(5):1575-1583. Pubmedid: 21470791.
• Han EY, Zhang X, Yan Y, Sharma S, Penagaricano J, Moros E, Corry P. Static jaw collimation settings to minimize radiation dose to normal brain tissue during stereotactic radiosurgery. Med Dosim. 2012 Apr.37(4):391-395. Pubmedid: 22552119.
• Zhang X, Penagaricano J, Moros EG, Corry PM, Yan Y, Ratanatharathorn V. Dosimetric comparison of helical tomotherapy and linac-IMRT treatment plans for head and neck cancer patients. Med Dosim. 2011 Mar.35(4):264-268. Pubmedid: 19944587.
• Peñagarícano JA, Chao M, Van Rhee F, Moros EG, Corry PM, Ratanatharathorn V. Clinical feasibility of TBI with helical tomotherapy. Bone Marrow Transplant. 2011 Jul.46(7):929-935. Pubmedid: 20935684.
• Chen D, Xia R, Chen X, Shafirstein G, Corry PM, Griffin RJ, Penagaricano JA, Tulunay-Ugur OE, Moros EG. SonoKnife: feasibility of a line-focused ultrasound device for thermal ablation therapy. Med Phys. 2011 Jul.38(7):4372-4385. Pubmedid: 21859038. Pmcid: PMC3145222.
• Chen X, Novák P, Benson DG, Webber JS, Hennings L, Shafirstein G, Corry PM, Griffin RJ, Moros EG. An alternating focused ultrasound system for thermal therapy studies in small animals. Med Phys. 2011 Apr.38(4):1877-1887. Pubmedid: 21626921. Pmcid: PMC3069994.
• Mihaylov IB, Fatyga M, Moros EG, Penagaricano J, Lerma FA. Lung dose for minimally moving thoracic lesions treated with respiration gating. Int J Radiat Oncol Biol Phys. 2010 May.77(1):285-291. Pubmedid: 20097487.
• Chao M, Xie Y, Moros EG, Le QT, Xing L. Image-based modeling of tumor shrinkage in head and neck radiation therapy. Med Phys. 2010 May.37(5):2351-2358. Pubmedid: 20527569. Pmcid: PMC2874043.
• Pickard WF, Moros EG, Shafirstein G. Electromagnetic and thermal evaluation of an applicator specialized to permit high-resolution non-perturbing optical evaluation of cells being irradiated in the W-band. Bioelectromagnetics. 2010 Feb.31(2):140-149. Pubmedid: 19731242.
• Moros EG, Peñagaricano J, Novàk P, Straube WL, Myerson RJ. Present and future technology for simultaneous superficial thermoradiotherapy of breast cancer. Int J Hyperthermia. 2010 Dec.26(7):699-709. Pubmedid: 20849263. Pmcid: PMC2943851.
• Peñagarícano JA, Moros EG, Ratanatharathorn V, Yan Y, Corry P. Evaluation of spatially fractionated radiotherapy (GRID) and definitive chemoradiotherapy with curative intent for locally advanced squamous cell carcinoma of the head and neck: initial response rates and toxicity. Int J Radiat Oncol Biol Phys. 2010 Apr.76(5):1369-1375. Pubmedid: 19625138.
• Nahirnyak VM, Moros EG, Novák P, Suzanne Klimberg V, Shafirstein G. Doppler signals observed during high temperature thermal ablation are the result of boiling. Int J Hyperthermia. 2010.26(6):586-593. Pubmedid: 20569109. Pmcid: PMC2922477.
• Mihaylov IB, Penagaricano J, Moros EG. Quantification of the skin sparing effect achievable with high-energy photon beams when carbon fiber tables are used. Radiother Oncol. 2009 Oct.93(1):147-152. Pubmedid: 19515440.
• Peñagarícano J, Moros E, Corry P, Saylors R, Ratanatharathorn V. Pediatric craniospinal axis irradiation with helical tomotherapy: patient outcome and lack of acute pulmonary toxicity. Int J Radiat Oncol Biol Phys. 2009 Nov.75(4):1155-1161. Pubmedid: 19467796.
• Peñagarícano JA, Griffin R, Corry P, Moros E, Yan Y, Ratanatharathorn V. Spatially fractionated (GRID) therapy for large and bulky tumors. J Ark Med Soc. 2009 May.105(11):263-265. Pubmedid: 19475814.
• Parry JJ, Sharma V, Andrews R, Moros EG, Piwnica-Worms D, Rogers BE. PET imaging of heat-inducible suicide gene expression in mice bearing head and neck squamous cell carcinoma xenografts. Cancer Gene Ther. 2009 Feb.16(2):161-170. Pubmedid: 18758434. Pmcid: PMC2909672.
• Novák P, Peñagarícano JA, Nahirnyak V, Corry P, Moros EG. Influence of the SURLAS applicator on radiation dose distributions during simultaneous thermoradiotherapy with helical tomotherapy. Phys Med Biol. 2008 May.53(10):2509-2522. Pubmedid: 18424880.
• Peñagaricano JA, Moros E, Corry P. Intensity-modulated radiotherapy for craniospinal irradiation: target volume considerations, dose constraints and competing risks: in regard to Parker et al. (Int J Radiat Oncol Biol Phys 2007;69:251-257). Int J Radiat Oncol Biol Phys. 2008 Mar.70(3):964. Pubmedid: 18262113.
• Trobaugh JW, Arthur RM, Straube WL, Moros EG. A simulation model for ultrasonic temperature imaging using change in backscattered energy. Ultrasound Med Biol. 2008 Feb.34(2):289-298. Pubmedid: 17935869. Pmcid: PMC2269725.
• Peñagarícano JA, Moros E, Novák P, Yan Y, Corry P. Feasibility of concurrent treatment with the scanning ultrasound reflector linear array system (SURLAS) and the helical tomotherapy system. Int J Hyperthermia. 2008 Aug.24(5):377-388. Pubmedid: 18608592. Pmcid: PMC2879076.
• Shafirstein G, Novák P, Moros EG, Siegel E, Hennings L, Kaufmann Y, Ferguson S, Myhill J, Swaney M, Spring P. Conductive interstitial thermal therapy device for surgical margin ablation: in vivo verification of a theoretical model. Int J Hyperthermia. 2007 Sep.23(6):477-492. Pubmedid: 17852514.
• Shafirstein G, Hennings L, Kaufmann Y, Novak P, Moros EG, Ferguson S, Siegel E, Klimberg SV, Waner M, Spring P. Conductive interstitial thermal therapy (CITT) device evaluation in VX2 rabbit model. Technol Cancer Res Treat. 2007 Jun.6(3):235-246. Pubmedid: 17535032.
• Xu M, Myerson RJ, Xia Y, Whitehead T, Moros EG, Straube WL, Roti JL. The effects of 41 degrees C hyperthermia on the DNA repair protein, MRE11, correlate with radiosensitization in four human tumor cell lines. Int J Hyperthermia. 2007 Jun.23(4):343-351. Pubmedid: 17558733.
• Moros EG, Corry PM, Orton CG. Thermoradiotherapy is underutilized for the treatment of cancer. Med Phys. 2007 Jan.34(1):1-4. Pubmedid: 17278484.
• Penagaricano JA, Yan Y, Corry P, Moros E, Ratanatharathorn V. Retrospective evaluation of pediatric cranio-spinal axis irradiation plans with the Hi-ART tomotherapy system. Technol Cancer Res Treat. 2007 Aug.6(4):355-360. Pubmedid: 17668944.
• Myerson RJ, Singh AK, Bigott HM, Cha B, Engelbach JA, Kim J, Lamoreaux WT, Moros E, Novak P, Sharp TL, Straube W, Welch MJ, Xu M. Monitoring the effect of mild hyperthermia on tumour hypoxia by Cu-ATSM PET scanning. Int J Hyperthermia. 2006 Mar.22(2):93-115. Pubmedid: 16754595.
• Arthur RM, Trobaugh JW, Straube WL, Moros EG. Temperature dependence of ultrasonic backscattered energy in motion-compensated images. Ieee Trans Ultrason Ferroelectr Freq Control. 2005 Oct.52(10):1644-1652. Pubmedid: 16382617.
• Novák P, Moros EG, Straube WL, Myerson RJ. Treatment delivery software for a new clinical grade ultrasound system for thermoradiotherapy. Med Phys. 2005 Nov.32(11):3246-3256. Pubmedid: 16372408.
• Novák P, Moros EG, Straube WL, Myerson RJ. SURLAS: a new clinical grade ultrasound system for sequential or concomitant thermoradiotherapy of superficial tumors: applicator description. Med Phys. 2005 Jan.32(1):230-240. Pubmedid: 15719974.
• Laszlo A, Moros EG, Davidson T, Bradbury M, Straube W, Roti Roti J. The heat-shock factor is not activated in mammalian cells exposed to cellular phone frequency microwaves. Radiat Res. 2005 Aug.164(2):163-172. Pubmedid: 16038587.
• Hook GJ, Spitz DR, Sim JE, Higashikubo R, Baty JD, Moros EG, Roti Roti JL. Evaluation of parameters of oxidative stress after in vitro exposure to FMCW- and CDMA-modulated radiofrequency radiation fields. Radiat Res. 2004 Nov.162(5):497-504. Pubmedid: 15624304.
• Xu M, Myerson RJ, Hunt C, Kumar S, Moros EG, Straube WL, Roti Roti JL. Transfection of human tumour cells with Mre11 siRNA and the increase in radiation sensitivity and the reduction in heat-induced radiosensitization. Int J Hyperthermia. 2004 Mar.20(2):157-162. Pubmedid: 15195510.
• Moros EG, Novak P, Straube WL, Kolluri P, Yablonskiy DA, Myerson RJ. Thermal contribution of compact bone to intervening tissue-like media exposed to planar ultrasound. Phys Med Biol. 2004 Mar.49(6):869-886. Pubmedid: 15104313.
• Myerson RJ, Roti Roti JL, Moros EG, Straube WL, Xu M. Modelling heat-induced radiosensitization: clinical implications. Int J Hyperthermia. 2004 Mar.20(2):201-212. Pubmedid: 15195514.
• Hook GJ, Zhang P, Lagroye I, Li L, Higashikubo R, Moros EG, Straube WL, Pickard WF, Baty JD, Roti Roti JL. Measurement of DNA damage and apoptosis in Molt-4 cells after in vitro exposure to radiofrequency radiation. Radiat Res. 2004 Feb.161(2):193-200. Pubmedid: 14731070.
• Arthur RM, Straube WL, Starman JD, Moros EG. Noninvasive temperature estimation based on the energy of backscattered ultrasound. Med Phys. 2003 Jun.30(6):1021-1029. Pubmedid: 12852524.
• La Regina M, Moros EG, Pickard WF, Straube WL, Baty J, Roti Roti JL. The effect of chronic exposure to 835.62 MHz FDMA or 847.74 MHz CDMA radiofrequency radiation on the incidence of spontaneous tumors in rats. Radiat Res. 2003 Aug.160(2):143-151. Pubmedid: 12859224.
• Bisht KS, Moros EG, Straube WL, Baty JD, Roti Roti JL. The effect of 835.62 MHz FDMA or 847.74 MHz CDMA modulated radiofrequency radiation on the induction of micronuclei in C3H 10T(1/2) cells. Radiat Res. 2002 May.157(5):506-515. Pubmedid: 11966316.
• Li L, Bisht KS, LaGroye I, Zhang P, Straube WL, Moros EG, Roti Roti JL. Measurement of DNA damage in mammalian cells exposed in vitro to radiofrequency fields at SARs of 3-5 W/kg. Radiat Res. 2001 Sep.156(3):328-332. Pubmedid: 11500143.
• Vijayalaxmi, Bisht KS, Pickard WF, Meltz ML, Roti Roti JL, Moros EG. Chromosome damage and micronucleus formation in human blood lymphocytes exposed in vitro to radiofrequency radiation at a cellular telephone frequency (847.74 MHz, CDMA). Radiat Res. 2001 Oct.156(4):430-432. Pubmedid: 11554855.
• Straube WL, Klein EE, Moros EG, Low DA, Myerson RJ. Dosimetry and techniques for simultaneous hyperthermia and external beam radiation therapy. Int J Hyperthermia. 2001 Jan.17(1):48-62. Pubmedid: 11212880.
• Vijayalaxmi, Leal BZ, Meltz ML, Pickard WF, Bisht KS, Roti Roti JL, Straube WL, Moros EG. Cytogenetic studies in human blood lymphocytes exposed in vitro to radiofrequency radiation at a cellular telephone frequency (835.62 MHz, FDMA). Radiat Res. 2001 Jan.155(1 Pt 1):113-121. Pubmedid: 11121222.
• Roti Roti JL, Malyapa RS, Bisht KS, Ahern EW, Moros EG, Pickard WF, Straube WL. Neoplastic transformation in C3H 10T(1/2) cells after exposure to 835.62 MHz FDMA and 847.74 MHz CDMA radiations. Radiat Res. 2001 Jan.155(1 Pt 2):239-247. Pubmedid: 11121241.
• Higashikubo R, Ragouzis M, Moros EG, Straube WL, Roti Roti JL. Radiofrequency electromagnetic fields do not alter the cell cycle progression of C3H 10T and U87MG cells. Radiat Res. 2001 Dec.156(6):786-795. Pubmedid: 11741503.
• Moros EG, Straube WL, Myerson RJ, Fan X. The impact of ultrasonic parameters on chest wall hyperthermia. Int J Hyperthermia. 2000 Nov.16(6):523-538. Pubmedid: 11129263.
• Fan X, Moros EG, Straube WL. Ultrasound field estimation method using a secondary source-array numerically constructed from a limited number of pressure measurements. J Acoust Soc Am. 2000 Jun.107(6):3259-3265. Pubmedid: 10875371.
• Moros EG, Fan X, Straube WL. Ultrasound power deposition model for the chest wall. Ultrasound Med Biol. 1999 Oct.25(8):1275-1287. Pubmedid: 10576270.
• Straube WL, Moros EG, Myerson RJ, Fan X. A two-parameter method for the estimation of ultrasound-induced temperature artifacts. Int J Hyperthermia. 1999 May.15(3):187-202. Pubmedid: 10365687.
• Pickard WF, Straube WL, Moros EG, Fan X. Simplified model and measurement of specific absorption rate distribution in a culture flask within a transverse electromagnetic mode exposure system. Bioelectromagnetics. 1999 Jun.20(3):183-193. Pubmedid: 10194561.
• Myerson RJ, Straube WL, Moros EG, Emami BN, Lee HK, Perez CA, Taylor ME. Simultaneous superficial hyperthermia and external radiotherapy: report of thermal dosimetry and tolerance to treatment. Int J Hyperthermia. 1999 Jul.15(4):251-266. Pubmedid: 10458566.
• Moros EG, Straube WL, Pickard WF. The radial transmission line as a broad-band shielded exposure system for microwave irradiation of large numbers of culture flasks. Bioelectromagnetics. 1999 Apr.20(2):65-80. Pubmedid: 10029133.
• Moros EG, Fan X, Straube WL, Myerson RJ. Numerical and in vitro evaluation of temperature fluctuations during reflected-scanned planar ultrasound hyperthermia. Int J Hyperthermia. 1998 Jul.14(4):367-382. Pubmedid: 9690149.
• Fan X, Moros EG, Straube WL. Acoustic field prediction for a single planar continuous-wave source using an equivalent phased array method. J Acoust Soc Am. 1997 Nov.102(5 Pt 1):2734-2741. Pubmedid: 9373969.
• Moros EG, Fan X, Straube WL. An investigation of penetration depth control using parallel opposed ultrasound arrays and a scanning reflector. J Acoust Soc Am. 1997 Mar.101(3):1734-1741. Pubmedid: 9069639.
• Straube WL, Moros EG, Low DA, Klein EE, Willcut VM, Myerson RJ. An ultrasound system for simultaneous ultrasound hyperthermia and photon beam irradiation. Int J Radiat Oncol Biol Phys. 1996 Dec.36(5):1189-1200. Pubmedid: 8985042.
• Moros EG, Roemer RB, Hynynen K. Pre-focal plane high-temperature regions induced by scanning focused ultrasound beams. Int J Hyperthermia. 1990 Mar.6(2):351-366. Pubmedid: 2324574.

• Title: Objective Evaluation of Machine Learning Potential for Automated Segmentation and Generation of Head and Neck Plans with Proven Reduced Toxicity
  Sponsor: Varian Medical Systems, Inc.
  PI: Feygelman, V., CO-PI: Caudell, J., CO-PI: Latifi, K., CO-PI: Moros, E.