Imon Banerjee
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Fusion of medical imaging and electronic health records using deep learning: a systematic review and implementation guidelines
SC Huang, A Pareek, S Seyyedi, I Banerjee, MP Lungren
NPJ digital medicine 3 (1), 136, 2020
AI recognition of patient race in medical imaging: a modelling study
JW Gichoya, I Banerjee, AR Bhimireddy, JL Burns, LA Celi, LC Chen, ...
The Lancet Digital Health 4 (6), e406-e414, 2022
Comparative effectiveness of convolutional neural network (CNN) and recurrent neural network (RNN) architectures for radiology text report classification
I Banerjee, Y Ling, MC Chen, SA Hasan, CP Langlotz, N Moradzadeh, ...
Artificial intelligence in medicine 97, 79-88, 2019
Integrative personal omics profiles during periods of weight gain and loss
BD Piening, W Zhou, K Contrepois, H Röst, GJG Urban, T Mishra, ...
Cell systems 6 (2), 157-170. e8, 2018
Multimodal fusion with deep neural networks for leveraging CT imaging and electronic health record: a case-study in pulmonary embolism detection
SC Huang, A Pareek, R Zamanian, I Banerjee, MP Lungren
Scientific reports 10 (1), 22147, 2020
PENet—a scalable deep-learning model for automated diagnosis of pulmonary embolism using volumetric CT imaging
SC Huang, T Kothari, I Banerjee, C Chute, RL Ball, N Borus, A Huang, ...
NPJ digital medicine 3 (1), 61, 2020
Multi-institutional validation of a mammography-based breast cancer risk model
A Yala, PG Mikhael, F Strand, G Lin, S Satuluru, T Kim, I Banerjee, ...
Journal of Clinical Oncology 40 (16), 1732, 2022
Transfer learning on fused multiparametric MR images for classifying histopathological subtypes of rhabdomyosarcoma
I Banerjee, A Crawley, M Bhethanabotla, HE Daldrup-Link, DL Rubin
Computerized Medical Imaging and Graphics 65, 167-175, 2018
Radiology Report Annotation using Intelligent Word Embeddings: Applied to Multi-institutional Chest CT Cohort
I Banerjee, MC Chen, MP Lungren, DL Rubin
Journal of Biomedical Informatics, 2017
Reading race: AI recognises patient's racial identity in medical images
I Banerjee, AR Bhimireddy, JL Burns, LA Celi, LC Chen, R Correa, ...
arXiv preprint arXiv:2107.10356, 2021
Systematic review of generative adversarial networks (GANs) for medical image classification and segmentation
JJ Jeong, A Tariq, T Adejumo, H Trivedi, JW Gichoya, I Banerjee
Journal of Digital Imaging 35 (2), 137-152, 2022
Natural language processing approaches to detect the timeline of metastatic recurrence of breast cancer
I Banerjee, S Bozkurt, JL Caswell-Jin, AW Kurian, DL Rubin
JCO clinical cancer informatics 3, 1-12, 2019
Inferring generative model structure with static analysis
P Varma, BD He, P Bajaj, N Khandwala, I Banerjee, D Rubin, C Ré
Advances in neural information processing systems 30, 2017
Development and performance of the pulmonary embolism result forecast model (PERFORM) for computed tomography clinical decision support
I Banerjee, M Sofela, J Yang, JH Chen, NH Shah, R Ball, AI Mushlin, ...
JAMA network open 2 (8), e198719-e198719, 2019
Automatic information extraction from unstructured mammography reports using distributed semantics
A Gupta, I Banerjee, DL Rubin
Journal of biomedical informatics 78, 78-86, 2018
Automated survival prediction in metastatic cancer patients using high-dimensional electronic medical record data
MF Gensheimer, AS Henry, DJ Wood, TJ Hastie, S Aggarwal, SA Dudley, ...
JNCI: Journal of the National Cancer Institute 111 (6), 568-574, 2019
Predicting inadequate postoperative pain management in depressed patients: a machine learning approach
A Parthipan, I Banerjee, K Humphreys, SM Asch, C Curtin, I Carroll, ...
PLoS One 14 (2), e0210575, 2019
Intelligent Word Embeddings of Free-Text Radiology Reports
I Banerjee, S Madhavan, RE Goldman, DL Rubin
AMIA Annual Symposium 2017, 2017
Optimizing risk-based breast cancer screening policies with reinforcement learning
A Yala, PG Mikhael, C Lehman, G Lin, F Strand, YL Wan, K Hughes, ...
Nature medicine 28 (1), 136-143, 2022
Current clinical applications of artificial intelligence in radiology and their best supporting evidence
A Tariq, S Purkayastha, GP Padmanaban, E Krupinski, H Trivedi, ...
Journal of the American College of Radiology 17 (11), 1371-1381, 2020
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