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Author Details

Imon Banerjee
Stanford University School of Medicine
2016
66
19
PMIDPaper TitleJournal TitlePublished Year
36342823Incidental Coronary Artery Calcium: Opportunistic Screening of Previous Nongated Chest Computed Tomography Scans to Improve Statin Rates (NOTIFY-1 Project).Circulation2023
37704309Association of Coronary Artery Calcium Detected by Routine Ungated CT Imaging With Cardiovascular Outcomes.J Am Coll Cardiol2023
37419921Opportunistic detection of type 2 diabetes using deep learning from frontal chest radiographs.Nat Commun2023
37028013In-Sensor Artificial Intelligence and Fusion With Electronic Medical Records for At-Home Monitoring.IEEE Trans Biomed Circuits Syst2023
34767469Multi-Institutional Validation of a Mammography-Based Breast Cancer Risk Model.J Clin Oncol2022
35383233Fusion of fully integrated analog machine learning classifier with electronic medical records for real-time prediction of sepsis onset.Sci Rep2022
35381616Automated Identification of Immunocompromised Status in Critically Ill Children.Methods Inf Med2022
35568690AI recognition of patient race in medical imaging: a modelling study.Lancet Digit Health2022
36309584In-sensor neural network for high energy efficiency analog-to-information conversion.Sci Rep2022
35985511Quantitative Pathologic Analysis of Digitized Images of Colorectal Carcinoma Improves Prediction of Recurrence-Free Survival.Gastroenterology2022
36317320Multi-modal fusion model for predicting adverse cardiovascular outcome post percutaneous coronary intervention.Physiol Meas2022
35127968Margin-aware intraclass novelty identification for medical images.J Med Imaging (Bellingham)2022
35149938Automating Scoliosis Measurements in Radiographic Studies with Machine Learning: Comparing Artificial Intelligence and Clinical Reports.J Digit Imaging2022
35308953A Fusion NLP Model for the Inference of Standardized Thyroid Nodule Malignancy Scores from Radiology Report Text.AMIA Annu Symp Proc2022
35033306Balancing the Scales: An Analysis of Social Determinants of Health, Radiology Report Acuity, and Radiology Staffing Models in an Academic Health System.J Am Coll Radiol2022
35027757Optimizing risk-based breast cancer screening policies with reinforcement learning.Nat Med2022
35022924Systematic Review of Generative Adversarial Networks (GANs) for Medical Image Classification and Segmentation.J Digit Imaging2022
35136672An Expandable Informatics Framework for Enhancing Central Cancer Registries with Digital Pathology Specimens, Computational Imaging Tools, and Advanced Mining Capabilities.J Pathol Inform2022
34864210A weakly supervised model for the automated detection of adverse events using clinical notes.J Biomed Inform2022
34561377CheXED: Comparison of a Deep Learning Model to a Clinical Decision Support System for Pneumonia in the Emergency Department.J Thorac Imaging2022
33947927Weakly supervised temporal model for prediction of breast cancer distant recurrence.Sci Rep2021
33822653Natural Language Processing to Identify Cancer Treatments With Electronic Medical Records.JCO Clin Cancer Inform2021
33929889Development and Use of Natural Language Processing for Identification of Distant Cancer Recurrence and Sites of Distant Recurrence Using Unstructured Electronic Health Record Data.JCO Clin Cancer Inform2021
33800820PAC-Bayes Bounds on Variational Tempered Posteriors for Markov Models.Entropy (Basel)2021
34405297A DICOM Framework for Machine Learning and Processing Pipelines Against Real-time Radiology Images.J Digit Imaging2021
34581608Artificial Intelligence Algorithm Improves Radiologist Performance in Skeletal Age Assessment: A Prospective Multicenter Randomized Controlled Trial.Radiology2021
34421204Type 1 Diabetes Management With Technology: Patterns of Utilization and Effects on Glucose Control Using Real-World Evidence.Clin Diabetes2021
34560275Query bot for retrieving patients' clinical history: A COVID-19 use-case.J Biomed Inform2021
34328661SCU-Net: A deep learning method for segmentation and quantification of breast arterial calcifications on mammograms.Med Phys2021
34075194Automated coronary calcium scoring using deep learning with multicenter external validation.NPJ Digit Med2021
34083734Patient-specific COVID-19 resource utilization prediction using fusion AI model.NPJ Digit Med2021
32158720Clinical Documentation to Predict Factors Associated with Urinary Incontinence Following Prostatectomy for Prostate Cancer.Res Rep Urol2020
32073539Beyond the Artificial Intelligence Hype: What Lies Behind the Algorithms and What We Can Achieve.J Thorac Imaging2020
33083571Fusion of medical imaging and electronic health records using deep learning: a systematic review and implementation guidelines.NPJ Digit Med2020
33083539Phenotyping severity of patient-centered outcomes using clinical notes: A prostate cancer use case.Learn Health Syst2020
33335111Multimodal fusion with deep neural networks for leveraging CT imaging and electronic health record: a case-study in pulmonary embolism detection.Sci Rep2020
33153541Current Clinical Applications of Artificial Intelligence in Radiology and Their Best Supporting Evidence.J Am Coll Radiol2020
32776018Cross-Modal Data Programming Enables Rapid Medical Machine Learning.Patterns (N Y)2020
32963300Prediction of age-related macular degeneration disease using a sequential deep learning approach on longitudinal SD-OCT imaging biomarkers.Sci Rep2020
32793812Erratum: Author Correction: PENet-a scalable deep-learning model for automated diagnosis of pulmonary embolism using volumetric CT imaging.NPJ Digit Med2020
32477677An Automated Two-step Pipeline for Aggressive Prostate Lesion Detection from Multi-parametric MR Sequence.AMIA Jt Summits Transl Sci Proc2020
32495125A Scalable Natural Language Processing for Inferring BT-RADS Categorization from Unstructured Brain Magnetic Resonance Reports.J Digit Imaging2020
32352039PENet-a scalable deep-learning model for automated diagnosis of pulmonary embolism using volumetric CT imaging.NPJ Digit Med2020
30477892Comparative effectiveness of convolutional neural network (CNN) and recurrent neural network (RNN) architectures for radiology text report classification.Artif Intell Med2019
31390040Development and Performance of the Pulmonary Embolism Result Forecast Model (PERFORM) for Computed Tomography Clinical Decision Support.JAMA Netw Open2019
31584836Natural Language Processing Approaches to Detect the Timeline of Metastatic Recurrence of Breast Cancer.JCO Clin Cancer Inform2019
31497615Extracting Patient-Centered Outcomes from Clinical Notes in Electronic Health Records: Assessment of Urinary Incontinence After Radical Prostatectomy.EGEMS (Wash DC)2019
31222557Automated Detection of Measurements and Their Descriptors in Radiology Reports Using a Hybrid Natural Language Processing Algorithm.J Digit Imaging2019
30807833Automatic inference of BI-RADS final assessment categories from narrative mammography report findings.J Biomed Inform2019
31032481Weakly supervised natural language processing for assessing patient-centered outcome following prostate cancer treatment.JAMIA Open2019
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Collaborators

Daniel L Rubin
Stanford University.
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Emory University
Co-authored papers 13
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Co-authored papers 12
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Emory University
Co-authored papers 9
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Stanford University
Co-authored papers 6
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Gold Coast University Hospital
Co-authored papers 5
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Indiana University-Purdue University Indianapolis
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University of Illinois Chicago
Co-authored papers 2
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Medstar Georgetown University Hospital
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Department of Medicine Stanford University Stanford CA USA.
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Harvard T.H. Chan School of Public Health, MIT
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Florida State University
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University of California San Francisco and Berkeley
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Mark Gerstein
Yale University
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Marzyeh Ghassemi
3Vector Institute
Co-authored papers 1
Curtis P Langlotz
Stanford University School of Medicine
Co-authored papers 1
Neal Kumar Bhatia
Emory University
Co-authored papers 1
Erqi L Pollom
Stanford University
Co-authored papers 1
Ryan Wang
National Tsing Hua University
Co-authored papers 1
Christopher Lee-Messer
Stanford University School of Medicine
Co-authored papers 1
Manisha Desai
Stanford University
Co-authored papers 1
Summer L Kaplan
Children's Hospital of Philadelphia
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Cheng Zhang
KTH-Royal Institute of Technology
Co-authored papers 1
Marcelo Straus Takahashi
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