| The image biomarker standardization initiative: standardized quantitative radiomics for high-throughput image-based phenotyping A Zwanenburg, M Vallières, MA Abdalah, HJWL Aerts, V Andrearczyk, ... Radiology 295 (2), 328-338, 2020 | 2331 | 2020 |
| Low-dose megavoltage cone-beam CT for radiation therapy J Pouliot, A Bani-Hashemi, J Chen, M Svatos, F Ghelmansarai, ... International Journal of Radiation Oncology* Biology* Physics 61 (2), 552-560, 2005 | 536 | 2005 |
| Machine and deep learning methods for radiomics M Avanzo, L Wei, J Stancanello, M Vallieres, A Rao, O Morin, ... Medical physics 47 (5), e185-e202, 2020 | 316 | 2020 |
| Megavoltage cone-beam CT: system description and clinical applications O Morin, A Gillis, J Chen, M Aubin, MK Bucci, M Roach III, J Pouliot Medical Dosimetry 31 (1), 51-61, 2006 | 285 | 2006 |
| Machine learning algorithms for outcome prediction in (chemo) radiotherapy: An empirical comparison of classifiers TM Deist, FJWM Dankers, G Valdes, R Wijsman, IC Hsu, C Oberije, ... Medical physics 45 (7), 3449-3459, 2018 | 278 | 2018 |
| Artificial intelligence in radiation oncology: a specialty-wide disruptive transformation? RF Thompson, G Valdes, CD Fuller, CM Carpenter, O Morin, S Aneja, ... Radiotherapy and Oncology 129 (3), 421-426, 2018 | 225 | 2018 |
| Dose-guided radiation therapy with megavoltage cone-beam CT J Chen, O Morin, M Aubin, MK Bucci, CF Chuang, J Pouliot The British Journal of Radiology 79 (special_issue_1), S87-S98, 2006 | 136 | 2006 |
| Dose calculation using megavoltage cone-beam CT O Morin, J Chen, M Aubin, A Gillis, JF Aubry, S Bose, H Chen, ... International Journal of Radiation Oncology* Biology* Physics 67 (4), 1201-1210, 2007 | 117 | 2007 |
| Patient dose considerations for routine megavoltage cone‐beam CT imaging O Morin, A Gillis, M Descovich, J Chen, M Aubin, JF Aubry, H Chen, ... Medical physics 34 (5), 1819-1827, 2007 | 116 | 2007 |
| Deep nets vs expert designed features in medical physics: an IMRT QA case study Y Interian, V Rideout, VP Kearney, E Gennatas, O Morin, J Cheung, ... Medical physics 45 (6), 2672-2680, 2018 | 101 | 2018 |
| A deep look into the future of quantitative imaging in oncology: a statement of working principles and proposal for change O Morin, M Vallières, A Jochems, HC Woodruff, G Valdes, SE Braunstein, ... International Journal of Radiation Oncology* Biology* Physics 102 (4), 1074-1082, 2018 | 100 | 2018 |
| Integrated models incorporating radiologic and radiomic features predict meningioma grade, local failure, and overall survival O Morin, WC Chen, F Nassiri, M Susko, ST Magill, HN Vasudevan, A Wu, ... Neuro-Oncology Advances 1 (1), vdz011, 2019 | 96 | 2019 |
| Calibration of an amorphous‐silicon flat panel portal imager for exit‐beam dosimetry J Chen, CF Chuang, O Morin, M Aubin, J Pouliot Medical physics 33 (3), 584-594, 2006 | 92 | 2006 |
| Image-guided radiotherapy using megavoltage cone-beam computed tomography for treatment of paraspinous tumors in the presence of orthopedic hardware EK Hansen, DA Larson, M Aubin, J Chen, M Descovich, AM Gillis, ... International Journal of Radiation Oncology* Biology* Physics 66 (2), 323-326, 2006 | 79 | 2006 |
| Automated detection and segmentation of non-small cell lung cancer computed tomography images SP Primakov, A Ibrahim, JE van Timmeren, G Wu, SA Keek, M Beuque, ... Nature communications 13 (1), 3423, 2022 | 66 | 2022 |
| DoseGAN: a generative adversarial network for synthetic dose prediction using attention-gated discrimination and generation V Kearney, JW Chan, T Wang, A Perry, M Descovich, O Morin, SS Yom, ... Scientific reports 10 (1), 11073, 2020 | 64 | 2020 |
| Histopathological features predictive of local control of atypical meningioma after surgery and adjuvant radiotherapy WC Chen, ST Magill, A Wu, HN Vasudevan, O Morin, MK Aghi, ... Journal of neurosurgery 130 (2), 443-450, 2018 | 62 | 2018 |
| Attention-aware discrimination for MR-to-CT image translation using cycle-consistent generative adversarial networks V Kearney, BP Ziemer, A Perry, T Wang, JW Chan, L Ma, O Morin, ... Radiology: Artificial Intelligence 2 (2), e190027, 2020 | 60 | 2020 |
| Focused beam‐stop array for the measurement of scatter in megavoltage portal and cone beam CT imaging JS Maltz, B Gangadharan, M Vidal, A Paidi, S Bose, BA Faddegon, ... Medical physics 35 (6Part1), 2452-2462, 2008 | 60 | 2008 |
| The use of megavoltage cone-beam CT to complement CT for target definition in pelvic radiotherapy in the presence of hip replacement M Aubin, O Morin, J Chen, A Gillis, B Pickett, JF Aubry, C Akazawa, ... The British journal of radiology 79 (947), 918-921, 2006 | 60 | 2006 |
Gilmer ValdesAssociate Professor, University of California San FranciscoVerified email at ucsf.edu
