Imon Banerjee

ORCID

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 45

Top Venues

Headache

Journal of medical imaging (Bellingham, Wash.)

JMIR medical education

JCO clinical cancer informatics

Emory University

This page only lists publications with an associated author ORCID identifier.

Affiliation History

Emory University

United States

Assistant Professor :: Biomedical Informatics

Publications

Christina Wu, Reetesh K Pai, Heidi E Kosiorek, Imon Banerjee, Ashlyn Pfeiffer, Catherine E Hagen, Christopher P Hartley, Rondell P Graham, Mohamad Bassam B Sonbol, Tanios S Bekaii-Saab, Hao Xie, Frank A Sinicrope, Bhavik N Patel, Thomas Westerling-Bui, Sameer Shivji, James Conner, Carol Jane Swallow, Paul Savage, David P Cyr, Richard Kirsch, Rish K Pai
Improved risk stratification scheme for mismatch repair proficient stage II colorectal cancers using the digital pathology biomarker QuantCRC. Clinical cancer research : an official journal of the American Association for Cancer Research (2024)
Areeba Abid, Avinash Murugan, Imon Banerjee, Saptarshi Purkayastha, Hari M Trivedi, Judy Wawira Gichoya
AI Education for Fourth-Year Medical Students: Two-Year Experience of a Web-Based, Self-Guided Curriculum and Mixed Methods Study. JMIR medical education 10 (2024)
Chia-Chun Chiang, Man Luo, Gina M Dumkrieger, Shubham Trivedi, Yi-Chieh Chen, Chieh-Ju Chao, Todd J Schwedt, Abeed Sarker, Imon Banerjee
A large language model-based generative natural language processing framework fine-tuned on clinical notes accurately extracts headache frequency from electronic health records. Headache 64 (4) (2024)
Chia-Chun Chiang, Man Luo, Gina M Dumkrieger, Shubham Trivedi, Yi-Chieh Chen, Chieh-Ju Chao, Todd J Schwedt, Abeed Sarker, Imon Banerjee
A large language model-based generative natural language processing framework fine-tuned on clinical notes accurately extracts headache frequency from electronic health records. Headache 64 (4) (2024)
Areeba Abid, Avinash Murugan, Imon Banerjee, Saptarshi Purkayastha, Hari M Trivedi, Judy Wawira Gichoya
AI Education for Fourth-Year Medical Students: Two-Year Experience of a Web-Based, Self-Guided Curriculum and Mixed Methods Study. JMIR medical education 10 (2024)
Christina Wu, Reetesh K Pai, Heidi E Kosiorek, Imon Banerjee, Ashlyn Pfeiffer, Catherine E Hagen, Christopher P Hartley, Rondell P Graham, Mohamad Bassam B Sonbol, Tanios S Bekaii-Saab, Hao Xie, Frank A Sinicrope, Bhavik N Patel, Thomas Westerling-Bui, Sameer Shivji, James Conner, Carol Jane Swallow, Paul Savage, David P Cyr, Richard Kirsch, Rish K Pai
Improved Risk-Stratification Scheme for Mismatch-Repair Proficient Stage II Colorectal Cancers Using the Digital Pathology Biomarker QuantCRC. Clinical cancer research : an official journal of the American Association for Cancer Research 30 (9) (2024)
Christina Wu, Reetesh K Pai, Heidi E Kosiorek, Imon Banerjee, Ashlyn Pfeiffer, Catherine E Hagen, Christopher P Hartley, Rondell P Graham, Mohamad Bassam B Sonbol, Tanios S Bekaii-Saab, Hao Xie, Frank A Sinicrope, Bhavik N Patel, Thomas Westerling-Bui, Sameer Shivji, James Conner, Carol Jane Swallow, Paul Savage, David P Cyr, Richard Kirsch, Rish K Pai
Improved Risk-Stratification Scheme for Mismatch-Repair Proficient Stage II Colorectal Cancers Using the Digital Pathology Biomarker QuantCRC. Clinical cancer research : an official journal of the American Association for Cancer Research 30 (9) (2024)
Chia-Chun Chiang, Man Luo, Gina M Dumkrieger, Shubham Trivedi, Yi-Chieh Chen, Chieh-Ju Chao, Todd J Schwedt, Abeed Sarker, Imon Banerjee
A large language model-based generative natural language processing framework fine-tuned on clinical notes accurately extracts headache frequency from electronic health records. Headache 64 (4) (2024)
Chia-Chun Chiang, Man Luo, Gina M Dumkrieger, Shubham Trivedi, Yi-Chieh Chen, Chieh-Ju Chao, Todd J Schwedt, Abeed Sarker, Imon Banerjee
A large language model-based generative natural language processing framework fine-tuned on clinical notes accurately extracts headache frequency from electronic health records. Headache (2024)
Frank A Sinicrope, Garth D Nelson, Bahar Saberzadeh-Ardestani, Diana I Segovia, Rondell P Graham, Christina Wu, Catherine E Hagen, Sameer Shivji, Paul Savage, Daniel D Buchanan, Mark E Jenkins, Amanda I Phipps, Carol Jane Swallow, Loic Le Marchand, Steven J Gallinger, Robert C Grant, Reetesh K Pai, Stephen N Sinicrope, Dongyao Yan, Kandavel Shanmugam, James Conner, David P Cyr, Richard Kirsch, Imon Banerjee, Steven R Alberts, Qian Shi, Rish K Pai
Use of deep learning to evaluate tumor microenvironmental features for prediction of colon cancer recurrence. Cancer research communications (2024)
Chia-Chun Chiang, Man Luo, Gina M Dumkrieger, Shubham Trivedi, Yi-Chieh Chen, Chieh-Ju Chao, Todd J Schwedt, Abeed Sarker, Imon Banerjee
A large language model-based generative natural language processing framework fine-tuned on clinical notes accurately extracts headache frequency from electronic health records. Headache (2024)
Areeba Abid, Avinash Murugan, Imon Banerjee, Saptarshi Purkayastha, Hari M Trivedi, Judy Wawira Gichoya
AI Education for Fourth-Year Medical Students: Two-Year Experience of a Web-Based, Self-Guided Curriculum and Mixed Methods Study. JMIR medical education 10 (2024)
Frank A Sinicrope, Garth D Nelson, Bahar Saberzadeh-Ardestani, Diana I Segovia, Rondell P Graham, Christina Wu, Catherine E Hagen, Sameer Shivji, Paul Savage, Daniel D Buchanan, Mark E Jenkins, Amanda I Phipps, Carol Jane Swallow, Loic Le Marchand, Steven J Gallinger, Robert C Grant, Reetesh K Pai, Stephen N Sinicrope, Dongyao Yan, Kandavel Shanmugam, James Conner, David P Cyr, Richard Kirsch, Imon Banerjee, Steven R Alberts, Qian Shi, Rish K Pai
Use of Deep Learning to Evaluate Tumor Microenvironmental Features for Prediction of Colon Cancer Recurrence. Cancer research communications 4 (5) (2024)
Frank A Sinicrope, Garth D Nelson, Bahar Saberzadeh-Ardestani, Diana I Segovia, Rondell P Graham, Christina Wu, Catherine E Hagen, Sameer Shivji, Paul Savage, Daniel D Buchanan, Mark E Jenkins, Amanda I Phipps, Carol Jane Swallow, Loic Le Marchand, Steven J Gallinger, Robert C Grant, Reetesh K Pai, Stephen N Sinicrope, Dongyao Yan, Kandavel Shanmugam, James Conner, David P Cyr, Richard Kirsch, Imon Banerjee, Steven R Alberts, Qian Shi, Rish K Pai
Use of Deep Learning to Evaluate Tumor Microenvironmental Features for Prediction of Colon Cancer Recurrence. Cancer research communications 4 (5) (2024)
Christina Wu, Reetesh K Pai, Heidi E Kosiorek, Imon Banerjee, Ashlyn Pfeiffer, Catherine E Hagen, Christopher P Hartley, Rondell P Graham, Mohamad Bassam B Sonbol, Tanios S Bekaii-Saab, Hao Xie, Frank A Sinicrope, Bhavik N Patel, Thomas Westerling-Bui, Sameer Shivji, James Conner, Carol Jane Swallow, Paul Savage, David P Cyr, Richard Kirsch, Rish K Pai
Improved risk stratification scheme for mismatch repair proficient stage II colorectal cancers using the digital pathology biomarker QuantCRC. Clinical cancer research : an official journal of the American Association for Cancer Research (2024)
Areeba Abid, Avinash Murugan, Imon Banerjee, Saptarshi Purkayastha, Hari M Trivedi, Judy Wawira Gichoya
AI Education for Fourth-Year Medical Students: Two-Year Experience of a Web-Based, Self-Guided Curriculum and Mixed Methods Study. JMIR medical education 10 (2024)
Man Luo, Shubham Trivedi, Allison W Kurian, Kevin C Ward, Theresa H M Keegan, Daniel L Rubin, Imon Banerjee
Automated Extraction of Patient-Centered Outcomes After Breast Cancer Treatment: An Open-Source Large Language Model-Based Toolkit. JCO clinical cancer informatics 8 (2024)
Areeba Abid, Avinash Murugan, Imon Banerjee, Saptarshi Purkayastha, Hari M Trivedi, Judy Wawira Gichoya
AI Education for Fourth-Year Medical Students: Two-Year Experience of a Web-Based, Self-Guided Curriculum and Mixed Methods Study. JMIR medical education 10 (2024)
Chia-Chun Chiang, Man Luo, Gina M Dumkrieger, Shubham Trivedi, Yi-Chieh Chen, Chieh-Ju Chao, Todd J Schwedt, Abeed Sarker, Imon Banerjee
A large language model-based generative natural language processing framework fine-tuned on clinical notes accurately extracts headache frequency from electronic health records. Headache 64 (4) (2024)
Frank A Sinicrope, Garth D Nelson, Bahar Saberzadeh-Ardestani, Diana I Segovia, Rondell P Graham, Christina Wu, Catherine E Hagen, Sameer Shivji, Paul Savage, Daniel D Buchanan, Mark E Jenkins, Amanda I Phipps, Carol Jane Swallow, Loic Le Marchand, Steven J Gallinger, Robert C Grant, Reetesh K Pai, Stephen N Sinicrope, Dongyao Yan, Kandavel Shanmugam, James Conner, David P Cyr, Richard Kirsch, Imon Banerjee, Steven R Alberts, Qian Shi, Rish K Pai
Use of Deep Learning to Evaluate Tumor Microenvironmental Features for Prediction of Colon Cancer Recurrence. Cancer research communications 4 (5) (2024)
Jiwoong Jason Jeong, Chieh-Ju Chao, Reza Arsanjani, Kihong Kim, Melissa N Pelkey, Yi-Chieh Chen, Raheel N Ramzan, Mohammad Elbahnasawy, Mohamed Sleem, Chadi Ayoub, Juan Maria M Farina, Martha Grogan, Garvan C Kane, Bhavik N Patel, Jae K Oh, Imon Banerjee
Challenges and solutions of echocardiography generalization for deep learning: a study in patients with constrictive pericarditis. Journal of medical imaging (Bellingham, Wash.) 10 (5) (2023)
Amara Tariq, Siyi Tang, Hifza Sakhi, Leo Anthony Celi, Janice M Newsome, Daniel L Rubin, Hari M Trivedi, Judy Wawira Gichoya, Imon Banerjee
Fusion of imaging and non-imaging data for disease trajectory prediction for coronavirus disease 2019 patients. Journal of medical imaging (Bellingham, Wash.) 10 (3) (2023)
Amara Tariq, Siyi Tang, Hifza Sakhi, Leo Anthony Celi, Janice M Newsome, Daniel L Rubin, Hari M Trivedi, Judy Wawira Gichoya, Imon Banerjee
Fusion of imaging and non-imaging data for disease trajectory prediction for coronavirus disease 2019 patients. Journal of medical imaging (Bellingham, Wash.) 10 (3) (2023)
Amara Tariq, Siyi Tang, Hifza Sakhi, Leo Anthony Celi, Janice M Newsome, Daniel L Rubin, Hari M Trivedi, Judy Wawira Gichoya, Imon Banerjee
Fusion of imaging and non-imaging data for disease trajectory prediction for coronavirus disease 2019 patients. Journal of medical imaging (Bellingham, Wash.) 10 (3) (2023)
Hasna El Haji, Amine Souadka, Bhavik N Patel, Nada Sbihi, Gokul Ramasamy, Bhavika K Patel, Mounir Ghogho, Imon Banerjee
Evolution of Breast Cancer Recurrence Risk Prediction: A Systematic Review of Statistical and Machine Learning-Based Models. JCO clinical cancer informatics 7 (2023)
Duo Helen Wei, Polina V Kukhareva, Donghua Tao, Margarita Sordo, Deepti Pandita, Prerna Dua, Imon Banerjee, Joanna Abraham
Assessing perceived effectiveness of career development efforts led by the women in American Medical Informatics Association Initiative. Journal of the American Medical Informatics Association : JAMIA 29 (9) (2022)
Xiaoyuan Guo, Judy Wawira Gichoya, Saptarshi Purkayastha, Imon Banerjee
Margin-aware intraclass novelty identification for medical images. Journal of medical imaging (Bellingham, Wash.) 9 (1) (2022)
Jiwoong Jason Jeong, Bhavik Patel, Imon Banerjee
GAN augmentation for multiclass image classification using hemorrhage detection as a case-study. Journal of medical imaging (Bellingham, Wash.) 9 (3) (2022)
Imon Banerjee, Melissa A Davis, Brianna L Vey, Sina Mazaheri, Fiza Khan, Vaz Zavaletta, Roger Gerard, Judy Wawira Gichoya, Bhavik Patel
Natural Language Processing Model for Identifying Critical Findings-A Multi-Institutional Study. Journal of digital imaging (2022)
Raman Dutt, Dylan Mendonca, Huai Ming Phen, Samuel Broida, Marzyeh Ghassemi, Judy Wawira Gichoya, Imon Banerjee, Tim Sangwook Yoon, Hari M Trivedi
Automatic Localization and Brand Detection of Cervical Spine Hardware on Radiographs Using Weakly Supervised Machine Learning. Radiology. Artificial intelligence 4 (2) (2022)
Adam Yala, Peter G Mikhael, Constance Lehman, Gigin Lin, Fredrik Strand, Yung Liang Wan, Kevin Hughes, Siddharth Satuluru, Thomas Kim, Imon Banerjee, Judy Gichoya, Hari Trivedi, Regina Barzilay
Optimizing risk-based breast cancer screening policies with reinforcement learning. Nature medicine 28 (1) (2022)
Amartya Bhattacharya, Sudarsan Sadasivuni, Chieh-Ju Chao, Pradyumna Agasthi, Chadi Ayoub, David R Holmes, Reza Arsanjani, Arindam Sanyal, Imon Banerjee
Multi-modal fusion model for predicting adverse cardiovascular outcome post percutaneous coronary intervention. Physiological measurement (2022)
Yasasvi Tadavarthi, Valeria Makeeva, William V Wagstaff, Henry Zhan, Anna Podlasek, Neil Bhatia, Marta E Heilbrun, Elizabeth A Krupinski, Nabile M Safdar, Imon Banerjee, Judy Wawira Gichoya, Hari M Trivedi
Overview of Noninterpretive Artificial Intelligence Models for Safety, Quality, Workflow, and Education Applications in Radiology Practice. Radiology. Artificial intelligence 4 (2) (2022)
Amara Tariq, Leo Anthony Celi, Janice M Newsome, Saptarshi Purkayastha, Neal Kumar Bhatia, Hari M Trivedi, Judy Wawira Gichoya, Imon Banerjee
Patient-specific COVID-19 resource utilization prediction using fusion AI model. NPJ digital medicine 4 (1) (2021)
Yasmin H Karimi, Douglas W Blayney, Allison W Kurian, Jeanne Shen, Rikiya Yamashita, Daniel L Rubin, Imon Banerjee
Development and Use of Natural Language Processing for Identification of Distant Cancer Recurrence and Sites of Distant Recurrence Using Unstructured Electronic Health Record Data. JCO clinical cancer informatics 5 (2021)
Yasmin H Karimi, Allison W Kurian, Douglas W Blayney, Imon Banerjee
Reply to Ritzwoller et al. JCO clinical cancer informatics 5 (2021)
Scott J Lee, Brent D Weinberg, Ashwani Gore, Imon Banerjee
A Scalable Natural Language Processing for Inferring BT-RADS Categorization from Unstructured Brain Magnetic Resonance Reports. Journal of digital imaging 33 (6) (2021)
Jiaming Zeng, Imon Banerjee, A Solomon Henry, Douglas J Wood, Ross D Shachter, Michael F Gensheimer, Douglas J Wood
Natural Language Processing to Identify Cancer Treatments With Electronic Medical Records. JCO clinical cancer informatics 5 (2021)
Adam Yala, Peter G Mikhael, Fredrik Strand, Gigin Lin, Siddharth Satuluru, Thomas Kim, Imon Banerjee, Judy Wawira Gichoya, Hari M Trivedi, Constance D Lehman, Kevin S Hughes, David J Sheedy, Lisa M Matthis, Bipin Karunakaran, Karen E Hegarty, Silvia Sabino, Thiago B Silva, Maria C Evangelista, Renato F Caron, Bruno Souza, Edmundo C Mauad, Tal Patalon, Sharon Handelman-Gotlib, Michal Guindy, Regina Barzilay
Multi-Institutional Validation of a Mammography-Based Breast Cancer Risk Model. Journal of clinical oncology : official journal of the American Society of Clinical Oncology (2021)
Shih-Cheng Huang, Anuj Pareek, Saeed Seyyedi, Imon Banerjee, Matthew P Lungren
Fusion of medical imaging and electronic health records using deep learning: a systematic review and implementation guidelines. NPJ digital medicine 3 (2020)
Kevin Li, Imon Banerjee, Christopher J Magnani, Douglas W Blayney, James D Brooks, Tina Hernandez Boussard
Clinical Documentation to Predict Factors Associated with Urinary Incontinence Following Prostatectomy for Prostate Cancer. Research and reports in urology 12 (2020)
Shih-Cheng Huang, Tanay Kothari, Imon Banerjee, Chris Chute, Robyn L Ball, Norah Borus, Andrew Huang, Bhavik N Patel, Pranav Rajpurkar, Jeremy Irvin, Jared Dunnmon, Joseph Bledsoe, Katie Shpanskaya, Abhay Dhaliwal, Roham Zamanian, Andrew Y Ng, Matthew P Lungren
Erratum: Author Correction: PENet-a scalable deep-learning model for automated diagnosis of pulmonary embolism using volumetric CT imaging. NPJ digital medicine 3 (2020)
Shih-Cheng Huang, Tanay Kothari, Imon Banerjee, Chris Chute, Robyn L Ball, Norah Borus, Andrew Huang, Bhavik N Patel, Pranav Rajpurkar, Jeremy Irvin, Jared Dunnmon, Joseph Bledsoe, Katie Shpanskaya, Abhay Dhaliwal, Roham Zamanian, Andrew Y Ng, Matthew P Lungren
PENet-a scalable deep-learning model for automated diagnosis of pulmonary embolism using volumetric CT imaging. NPJ digital medicine 3 (2020)
Imon Banerjee, Luis de Sisternes, Joelle A Hallak, Theodore Leng, Aaron Osborne, Philip J Rosenfeld, Giovanni Gregori, Mary Durbin, Daniel L Rubin
Prediction of age-related macular degeneration disease using a sequential deep learning approach on longitudinal SD-OCT imaging biomarkers. Scientific reports 10 (1) (2020)
Imon Banerjee, Christopher F Beaulieu, Daniel L Rubin
Computerized Prediction of Radiological Observations Based on Quantitative Feature Analysis: Initial Experience in Liver Lesions. Journal of digital imaging 30 (4) (2018)
Imon Banerjee, Chiara Eva Catalano, Giuseppe Patané, Michela Spagnuolo
Semantic annotation of 3D anatomical models to support diagnosis and follow-up analysis of musculoskeletal pathologies. International journal of computer assisted radiology and surgery 11 (5) (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Imon Banerjee