Avishek Chatterjee
Avishek Chatterjee
Data Scientist, Icometrix
Потвърден имейл адрес: icometrix.com
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
Deep learning in head & neck cancer outcome prediction
A Diamant, A Chatterjee, M Vallières, G Shenouda, J Seuntjens
Scientific reports 9 (1), 2764, 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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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