| Transparency of deep neural networks for medical image analysis: A review of interpretability methods Z Salahuddin, HC Woodruff, A Chatterjee, P Lambin Computers in biology and medicine 140, 105111, 2022 | 218 | 2022 |
| Deep learning in head & neck cancer outcome prediction A Diamant, A Chatterjee, M Vallières, G Shenouda, J Seuntjens Scientific reports 9 (1), 2764, 2019 | 198 | 2019 |
| Radiomics and artificial intelligence for biomarker and prediction model development in oncology R Forghani, P Savadjiev, A Chatterjee, N Muthukrishnan, C Reinhold, ... Computational and structural biotechnology journal 17, 995-1008, 2019 | 156 | 2019 |
| Search for magnetic monopoles and stable particles with high electric charges in 8 TeV collisions with the ATLAS detector G Aad, B Abbott, J Abdallah, R Aben, M Abolins, OS AbouZeid, ... Physical review D 93 (5), 052009, 2016 | 106 | 2016 |
| Head and neck squamous cell carcinoma: prediction of cervical lymph node metastasis by dual-energy CT texture analysis with machine learning R Forghani, A Chatterjee, C Reinhold, A Pérez-Lara, G Romero-Sanchez, ... European radiology 29, 6172-6181, 2019 | 98 | 2019 |
| Making radiomics more reproducible across scanner and imaging protocol variations: a review of harmonization methods SA Mali, A Ibrahim, HC Woodruff, V Andrearczyk, H Müller, S Primakov, ... Journal of personalized medicine 11 (9), 842, 2021 | 96 | 2021 |
| Data harmonisation for information fusion in digital healthcare: A state-of-the-art systematic review, meta-analysis and future research directions Y Nan, J Del Ser, S Walsh, C Schönlieb, M Roberts, I Selby, K Howard, ... Information Fusion 82, 99-122, 2022 | 85 | 2022 |
| An artificial intelligence framework integrating longitudinal electronic health records with real-world data enables continuous pan-cancer prognostication O Morin, M Vallières, S Braunstein, JB Ginart, T Upadhaya, HC Woodruff, ... Nature Cancer 2 (7), 709-722, 2021 | 59 | 2021 |
| Search for supersymmetry in pp collisions at sqrt (s)= 7 TeV in events with a single lepton, jets, and missing transverse momentum CMS collaboration arXiv preprint arXiv:1212.6428, 2012 | 50 | 2012 |
| Creating robust predictive radiomic models for data from independent institutions using normalization A Chatterjee, M Vallières, A Dohan, IR Levesque, Y Ueno, S Saif, ... IEEE Transactions on Radiation and Plasma Medical Sciences 3 (2), 210-215, 2019 | 48 | 2019 |
| Search for supersymmetry in pp collisions at sqrt (s)= 7 TeV in events with a single lepton, jets, and missing transverse momentum CMS collaboration arXiv preprint arXiv:1107.1870, 2011 | 48 | 2011 |
| Performance of knowledge-based radiation therapy planning for the glioblastoma disease site A Chatterjee, M Serban, B Abdulkarim, V Panet-Raymond, L Souhami, ... International Journal of Radiation Oncology* Biology* Physics 99 (4), 1021-1028, 2017 | 45 | 2017 |
| Search for magnetic monopoles with the MoEDAL prototype trapping detector in 8 TeV proton-proton collisions at the LHC B Acharya, J Alexandre, K Bendtz, P Benes, J Bernabéu, M Campbell, ... Journal of High Energy Physics 2016 (8), 1-25, 2016 | 44 | 2016 |
| Development and Validation of Multiparametric MRI–based Radiomics Models for Preoperative Risk Stratification of Endometrial Cancer TL Lefebvre, Y Ueno, A Dohan, A Chatterjee, M Vallières, ... Radiology 305 (2), 375-386, 2022 | 41 | 2022 |
| Knowledge graphs for COVID-19: An exploratory review of the current landscape A Chatterjee, C Nardi, C Oberije, P Lambin Journal of personalized medicine 11 (4), 300, 2021 | 30 | 2021 |
| MRI-based radiomics analysis for the pretreatment prediction of pathologic complete tumor response to neoadjuvant systemic therapy in breast cancer patients: a multicenter study RWY Granzier, A Ibrahim, SP Primakov, S Samiei, TJA van Nijnatten, ... Cancers 13 (10), 2447, 2021 | 28 | 2021 |
| Vertical beam size measurement in the CESR-TA e+ e− storage ring using x-rays from synchrotron radiation JP Alexander, A Chatterjee, C Conolly, E Edwards, MP Ehrlichman, ... Nuclear Instruments and Methods in Physics Research Section A: Accelerators …, 2014 | 26 | 2014 |
| Can dose outside the PTV influence the risk of distant metastases in stage I lung cancer patients treated with stereotactic body radiotherapy (SBRT)? A Diamant, A Chatterjee, S Faria, I El Naqa, H Bahig, E Filion, C Robinson, ... Radiotherapy and Oncology 128 (3), 513-519, 2018 | 24 | 2018 |
| Comparison of radiomics models built through machine learning in a multicentric context with independent testing: identical data, similar algorithms, different methodologies T Upadhaya, M Vallières, A Chatterjee, F Lucia, PA Bonaffini, I Masson, ... IEEE Transactions on Radiation and Plasma Medical Sciences 3 (2), 192-200, 2018 | 23 | 2018 |
| An empirical approach for avoiding false discoveries when applying high-dimensional radiomics to small datasets A Chatterjee, M Vallières, A Dohan, IR Levesque, Y Ueno, V Bist, S Saif, ... IEEE Transactions on Radiation and Plasma Medical Sciences 3 (2), 201-209, 2018 | 23 | 2018 |
Jan SeuntjensPrincess Margaret Cancer Centre & Medical Biophysics, University of TorontoVerified email at uhn.ca
