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
230 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
157 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
101 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
98 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
88 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
62 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
49 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
46 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
45 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
42 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
31 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
29 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
25 2018 Can predicting COVID-19 mortality in a European cohort using only demographic and comorbidity data surpass age-based prediction: An externally validated study A Chatterjee, G Wu, S Primakov, C Oberije, H Woodruff, P Kubben, ...
PloS one 16 (4), e0249920, 2021
23 2021 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