PAC-Bayes Bounds on Variational Tempered Posteriors for Markov Models

por Banerjee, Imon, Rao, Vinayak A., Honnappa, Harsha
Publicado 2021

Computerized Prediction of Radiological Observations Based on Quantitative Feature Analysis: Initial Experience in Liver Lesions

por Banerjee, Imon, Beaulieu, Christopher F., Rubin, Daniel L.
Publicado 2017

Automated Detection of Measurements and Their Descriptors in Radiology Reports Using a Hybrid Natural Language Processing Algorithm

por Bozkurt, Selen, Alkim, Emel, Banerjee, Imon, Rubin, Daniel L.
Publicado 2019

In-sensor neural network for high energy efficiency analog-to-information conversion

por Sadasivuni, Sudarsan, Bhanushali, Sumukh Prashant, Banerjee, Imon, Sanyal, Arindam
Publicado 2022

Towards an internet-scale overlay network for latency-aware decentralized workflows at the edge

por Kathiravelu, Pradeeban, Zaiman, Zachary, Gichoya, Judy, Veiga, Luís, Banerjee, Imon
Publicado 2022

Fusion of fully integrated analog machine learning classifier with electronic medical records for real-time prediction of sepsis onset

por Sadasivuni, Sudarsan, Saha, Monjoy, Bhatia, Neal, Banerjee, Imon, Sanyal, Arindam
Publicado 2022

Weakly supervised temporal model for prediction of breast cancer distant recurrence

por Sanyal, Josh, Tariq, Amara, Kurian, Allison W., Rubin, Daniel, Banerjee, Imon
Publicado 2021

Automatic Classification of Cancer Pathology Reports: A Systematic Review

por Santos, Thiago, Tariq, Amara, Gichoya, Judy Wawira, Trivedi, Hari, Banerjee, Imon
Publicado 2022

Fusion of medical imaging and electronic health records using deep learning: a systematic review and implementation guidelines

por Huang, Shih-Cheng, Pareek, Anuj, Seyyedi, Saeed, Banerjee, Imon, Lungren, Matthew P.
Publicado 2020

Multimodal fusion with deep neural networks for leveraging CT imaging and electronic health record: a case-study in pulmonary embolism detection

por Huang, Shih-Cheng, Pareek, Anuj, Zamanian, Roham, Banerjee, Imon, Lungren, Matthew P.
Publicado 2020

Query bot for retrieving patients’ clinical history: A COVID-19 use-case

por Wang, Yibo, Tariq, Amara, Khan, Fiza, Gichoya, Judy Wawira, Trivedi, Hari, Banerjee, Imon
Publicado 2021

Predicting inadequate postoperative pain management in depressed patients: A machine learning approach

por Parthipan, Arjun, Banerjee, Imon, Humphreys, Keith, Asch, Steven M., Curtin, Catherine, Carroll, Ian, Hernandez-Boussard, Tina
Publicado 2019

Clinical Documentation to Predict Factors Associated with Urinary Incontinence Following Prostatectomy for Prostate Cancer

por Li, Kevin, Banerjee, Imon, Magnani, Christopher J, Blayney, Douglas W, Brooks, James D, Hernandez-Boussard, Tina
Publicado 2020

Phenotyping severity of patient‐centered outcomes using clinical notes: A prostate cancer use case

por Bozkurt, Selen, Paul, Rohan, Coquet, Jean, Sun, Ran, Banerjee, Imon, Brooks, James D., Hernandez‐Boussard, Tina
Publicado 2020

Probabilistic Prognostic Estimates of Survival in Metastatic Cancer Patients (PPES-Met) Utilizing Free-Text Clinical Narratives

por Banerjee, Imon, Gensheimer, Michael Francis, Wood, Douglas J., Henry, Solomon, Aggarwal, Sonya, Chang, Daniel T., Rubin, Daniel L.
Publicado 2018

PATIENT-SPECIFIC COVID-19 RESOURCE UTILIZATION PREDICTION USING FUSION AI MODEL

por Tariq, Amara, Celi, Leo, Newsome, Janice, Purkayastha, Saptarchi, Bhatia, Neal, Merchant, Faisal, Trivedi, Hari, Gichoya, Judy, Banerjee, Imon
Publicado 2021

Transfer language space with similar domain adaptation: a case study with hepatocellular carcinoma

por Tariq, Amara, Kallas, Omar, Balthazar, Patricia, Lee, Scott Jeffery, Desser, Terry, Rubin, Daniel, Gichoya, Judy Wawira, Banerjee, Imon
Publicado 2022

Weakly supervised natural language processing for assessing patient-centered outcome following prostate cancer treatment

por Banerjee, Imon, Li, Kevin, Seneviratne, Martin, Ferrari, Michelle, Seto, Tina, Brooks, James D, Rubin, Daniel L, Hernandez-Boussard, Tina
Publicado 2019

The Role of Artificial Intelligence in Echocardiography

por Barry, Timothy, Farina, Juan Maria, Chao, Chieh-Ju, Ayoub, Chadi, Jeong, Jiwoong, Patel, Bhavik N., Banerjee, Imon, Arsanjani, Reza
Publicado 2023

Extracting Patient-Centered Outcomes from Clinical Notes in Electronic Health Records: Assessment of Urinary Incontinence After Radical Prostatectomy

por Gori, Davide, Banerjee, Imon, Chung, Benjamin I., Ferrari, Michelle, Rucci, Paola, Blayney, Douglas W., Brooks, James D., Hernandez-Boussard, Tina
Publicado 2019