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Author Details

Jayashree Kalpathy-Cramer
Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital
2007
215
42
PMIDPaper TitleJournal TitlePublished Year
37689182Discrepancies in Diagnosis of Treatment-Requiring Retinopathy of Prematurity.Ophthalmol Retina2024
37758250Artificial intelligence-based image analysis in clinical testing: lessons from cervical cancer screening.J Natl Cancer Inst2024
37963327Agreement on Lesion Presence and Location at Colposcopy.J Low Genit Tract Dis2024
38070147Abnormal vascular structure and function within brain metastases is linked to pembrolizumab resistance.Neuro Oncol2024
37951777Not without Context-A Multiple Methods Study on Evaluation and Correction of Automated Brain Tumor Segmentations by Experts.Acad Radiol2024
35313091Assessing the Severity of COVID-19 Lung Injury in Rheumatic Diseases Versus the General Population Using Deep Learning-Derived Chest Radiograph Scores.Arthritis Care Res (Hoboken)2023
37662422Automated detection of genetic relatedness from fundus photographs using Siamese Neural Networks.medRxiv2023
38066031Reproducible and clinically translatable deep neural networks for cervical screening.Sci Rep2023
37795143The RSNA Cervical Spine Fracture CT Dataset.Radiol Artif Intell2023
38059124Oxygenation Fluctuations Associated with Severe Retinopathy of Prematurity: Insights from a Multimodal Deep Learning Approach.Ophthalmol Sci2023
37693537Structural and functional vascular dysfunction within brain metastases is linked to pembrolizumab inefficacy.bioRxiv2023
37885755Generative Artificial Intelligence Through ChatGPT and Other Large Language Models in Ophthalmology: Clinical Applications and Challenges.Ophthalmol Sci2023
37693182Patient-specific, mechanistic models of tumor growth incorporating artificial intelligence and big data.ArXiv2023
37642641Stroke-Related Visceral Alterations: A Voxel-Based Neuroanatomic Localization Study.Ann Neurol2023
37565069Clinical evaluation of k-space correlation informed motion artifact detection in segmented multi-slice MRI.Proc Int Soc Magn Reson Med Sci Meet Exhib Int Soc Magn Reson Med Sci Meet Exhib2023
37125409Toward fairness in artificial intelligence for medical image analysis: identification and mitigation of potential biases in the roadmap from data collection to model deployment.J Med Imaging (Bellingham)2023
37019892Hematopoietic stem-cell gene therapy is associated with restored white matter microvascular function in cerebral adrenoleukodystrophy.Nat Commun2023
37284059Artificial Intelligence and Glaucoma: Going Back to Basics.Clin Ophthalmol2023
37247523An interpretable machine learning model for the prevention of contrast-induced nephropathy in patients undergoing lower extremity endovascular interventions for peripheral arterial disease.Clin Imaging2023
37469387Longitudinal assessment of demographic representativeness in the Medical Imaging and Data Resource Center open data commons.J Med Imaging (Bellingham)2023
37105017Use of risk-based cervical screening programs in resource-limited settings.Cancer Epidemiol2023
37140902Association of Biomarker-Based Artificial Intelligence With Risk of Racial Bias in Retinal Images.JAMA Ophthalmol2023
37166816Efficacy of Smartphone-Based Telescreening for Retinopathy of Prematurity With and Without Artificial Intelligence in India.JAMA Ophthalmol2023
37030453Epidemiologic Evaluation of Retinopathy of Prematurity Severity in a Large Telemedicine Program in India Using Artificial Intelligence.Ophthalmology2023
37327319Bavituximab Decreases Immunosuppressive Myeloid-Derived Suppressor Cells in Newly Diagnosed Glioblastoma Patients.Clin Cancer Res2023
37162253Transformer versus traditional natural language processing: how much data is enough for automated radiology report classification?Br J Radiol2023
37028063FDU-Net: Deep Learning-Based Three-Dimensional Diffuse Optical Image Reconstruction.IEEE Trans Med Imaging2023
36656578Assessment of Retinopathy of Prematurity Regression and Reactivation Using an Artificial Intelligence-Based Vascular Severity Score.JAMA Netw Open2023
36909463REPRODUCIBLE AND CLINICALLY TRANSLATABLE DEEP NEURAL NETWORKS FOR CANCER SCREENING.Res Sq2023
36537895Inconsistent Partitioning and Unproductive Feature Associations Yield Idealized Radiomic Models.Radiology2023
36598833Operationalization of Retinopathy of Prematurity Screening by the Application of the Essential Public Health Services Framework.Int Ophthalmol Clin2023
36862082Collaborative Privacy-preserving Approaches for Distributed Deep Learning Using Multi-Institutional Data.Radiographics2023
36125375Machine Learning for Adrenal Gland Segmentation and Classification of Normal and Adrenal Masses at CT.Radiology2023
34174070Deep learning-based automatic tumor burden assessment of pediatric high-grade gliomas, medulloblastomas, and other leptomeningeal seeding tumors.Neuro Oncol2022
35797036External Validation of a Retinopathy of Prematurity Screening Model Using Artificial Intelligence in 3 Low- and Middle-Income Populations.JAMA Ophthalmol2022
35689531Deep Learning Applications for Acute Stroke Management.Ann Neurol2022
35659941Variability in Plus Disease Diagnosis using Single and Serial Images.Ophthalmol Retina2022
35749336SplitAVG: A Heterogeneity-Aware Federated Deep Learning Method for Medical Imaging.IEEE J Biomed Health Inform2022
35483438External COVID-19 Deep Learning Model Validation on ACR AI-LAB: It's a Brave New World.J Am Coll Radiol2022
36998700QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation - Analysis of Ranking Scores and Benchmarking Results.J Mach Learn Biomed Imaging2022
36409699Risk stratification with explainable machine learning for 30-day procedure-related mortality and 30-day unplanned readmission in patients with peripheral arterial disease.PLoS One2022
36400939Improving the repeatability of deep learning models with Monte Carlo dropout.NPJ Digit Med2022
36745141Towards More Efficient Data Valuation in Healthcare Federated Learning using Ensembling.Distrib Collab Fed Learn Afford AI Healthc Resour Div Glob Health (2022)2022
36531583Evaluation of an Artificial Intelligence System for Retinopathy of Prematurity Screening in Nepal and Mongolia.Ophthalmol Sci2022
36249702Improved Training Efficiency for Retinopathy of Prematurity Deep Learning Models Using Comparison versus Class Labels.Ophthalmol Sci2022
36249693Synthetic Medical Images for Robust, Privacy-Preserving Training of Artificial Intelligence: Application to Retinopathy of Prematurity Diagnosis.Ophthalmol Sci2022
36105420Intubation and mortality prediction in hospitalized COVID-19 patients using a combination of convolutional neural network-based scoring of chest radiographs and clinical data.BJR Open2022
35995898Highdicom: a Python Library for Standardized Encoding of Image Annotations and Machine Learning Model Outputs in Pathology and Radiology.J Digit Imaging2022
35866818Multi-population generalizability of a deep learning-based chest radiograph severity score for COVID-19.Medicine (Baltimore)2022
36201483Deep learning models for COVID-19 chest x-ray classification: Preventing shortcut learning using feature disentanglement.PLoS One2022
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Collaborators

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Oslo University Hospital
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Stanford University.
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Henning M??ller
University of Applied Sciences of Western Switzerland (HES-SO Valais)
Co-authored papers 5
Rivka R Colen
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Steven Bedrick
Colorado College, Oregon Health & Science University, Oregon Health and Science University
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Kemal Sonmez
Casey Eye Institute Oregon Health & Science University.
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Samuel J Wang
Oregon Health and Science University
Co-authored papers 5
Sameer Antani
National Institutes of Health
Co-authored papers 5
Raymond Y Huang
Brigham and Women's Hospital, Harvard Medical School
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Andrew S Chi
Co-authored papers 4
Matthew P Lungren
Inc., University of California san francisco
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John Mongan
University of California San Francisco
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Nicolas Wentzensen
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Release 1.2