JK
Jayashree Kalpathy-Cramer
cs.CVcs.LGDeep LearningArtificial IntelligenceRetinopathy of PrematurityArtificial intelligenceeess.IVRetinopathy of prematurityDeep learningAlgorithms
On Valency
published · living versionsW_ctyr365s·v1 · currentpublished
Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge
with Spyridon Bakas, Mauricio Reyes, Andras Jakab, Stefan Bauer +422
1 version
Preprints & journals
301 papers in the corpus · 2007–2026Describing Candidate Geographic Atrophy Phenotypes and Their Different Growth Parameters.42624312 · de Carlo Forest, Talisa E, Mathias, Marc T, Grove, Nathan et al.2026 · 0 citationsAmerican journal of ophthalmology. 2026;292:175-185
The American Cancer Society National Lung Cancer Roundtable strategic plan: Opportunities in advanced imaging across the lung cancer care continuum.42583877 · Sullivan, Daniel C, McNitt-Gray, Michael, Aberle, Denise R et al.2026 · 0 citationsCancer. 2026;132(16):e70516
Methodological concerns regarding the use of automated visual evaluation without HPV testing for cervical screening.42546726 · Schiffman, Mark, Kalpathy-Cramer, Jayashree2026 · 0 citationsThe Lancet. Global health. 2026;14(9):104022
Domain Generalization Mitigates Scanner-Induced Domain Shift in Medical Imaging.42414708 · Pulido-Arias, Dagoberto, Cleveland, Mason C, Patel, Jay et al.2026 · 0 citationsJournal of imaging informatics in medicine. 2026
Application of a Quantitative Vascular Severity Score in Retinopathy of Prematurity in the United States and India: New Insights Into Disease Epidemiology and Pathophysiology.42288327 · Campbell, J Peter, Nayak, Sameera, Ostmo, Susan et al.2026 · 0 citationsAmerican journal of ophthalmology. 2026;290:123-136
A deep learning algorithm for fully automated volumetric measurement of meningioma burden.42487903 · Cleveland, Mason C, Kim, Albert E, McNeal, Thomas N et al.2026 · 0 citationsNeuro-oncology advances. 2026;8(1):vdag137
Precision Risk Model Using Quantitative Assessment of Vascular Severity in Telemedicine-Based Screening.41926091 · Placide, John, Coyner, Aaron S, Ostmo, Susan R et al.2026 · 0 citationsJAMA ophthalmology. 2026;144(5):424-430
Leveraging deep learning to infer continuous predictions from ordinal labels in medical imaging.41996486 · Hoebel, Katharina V, Lemay, Andréanne, Campbell, John Peter et al.2026 · 1 citationPLOS digital health. 2026;5(4):e0001248
Latent Supervision: A Method for Improved Performance and Calibration of Machine Learning Classification Models in Ophthalmology.42005908 · Yazbeck, Hady, Assaf, Jad, Lietman, Tom M et al.2026 · 1 citationOphthalmology science. 2026;6(5):101151
Quantitative Assessment of the Extent of Retinal Vascularization in Retinopathy of Prematurity.41847074 · Nayak, Sameera, Coyner, Aaron S, Ostmo, Susan R et al.2026 · 0 citationsOphthalmology science. 2026;6(4):101114
Uncertainty-Aware Training for Ophthalmic Segmentation Using MedSAM.41700793 · Clark, Christopher William, Kinder, Scott, Nebbia, Giacomo et al.2026 · 0 citationsTranslational vision science & technology. 2026;15(2):19
Comparing Interactive Machine Learning and Unassisted Segmentation of Geographic Atrophy From Fundus Autofluorescence.41533854 · Bearce, Benjamin, McNamara, Steve, Kinder, Scott et al.2026 · 0 citationsTranslational vision science & technology. 2026;15(1):12
A Federated Learning-based Optic Disc and Cup Segmentation Model for Glaucoma Monitoring In Color Fundus Photographs10.64898/2025.12.02.25341485v1 · Shrivastava, S., Thakuria, U., Kinder, S. et al.2025 · 0 citationsmedRxiv
Automating the Detection of Acetowhite Lesions by Classifying the Temporal Behavior of Cervical Regions.41222472 · Clark, Christopher, Aquilina, André, Perkins, Rebecca B et al.2025 · 1 citationJournal of lower genital tract disease. 2026;30(1):31-38
Artificial intelligence-based algorithms for the diagnosis of retinopathy of prematurity.41055082 · Chong, Paul, Young, Benjamin K, McNamara, Stephen et al.2025 · 1 citationThe Cochrane database of systematic reviews. 2025;10:CD016047
Patient-level forecasting of geographic atrophy with a biologically grounded Gompertz model.41256156 · Beckwith, Aaron D, McNamara, Stephen M, Veturi, Yoga Advaith et al.2025 · 0 citationsmedRxiv : the preprint server for health sciences. 2025
Initial evaluation of a new cervical screening strategy combining human papillomavirus genotyping and automated visual evaluation: the Human Papillomavirus-Automated Visual Evaluation Consortium.40104876 · Befano, Brian, Kalpathy-Cramer, Jayashree, Egemen, Didem et al.2025 · 17 citationsJournal of the National Cancer Institute. 2025;117(10):2124-2129
Deep learning-based prediction of cardiopulmonary disease in retinal images of premature infants.41001491 · Singh, Praveer, Kumar, Sourav, Tyagi, Riya et al.2026 · 0 citationsmedRxiv : the preprint server for health sciences. 2025
Machine learning evaluation of pneumonia severity: subgroup performance in the Medical Imaging and Data Resource Center modified radiographic assessment of lung edema mastermind challenge.41064474 · Drukker, Karen, Armato, Samuel G, Hadjiiski, Lubomir et al.2025 · 0 citationsJournal of medical imaging (Bellingham, Wash.). 2025;12(5):054502
ESPWA: a deep learning-enabled tool for precision-based use of endocrine therapy in resource-limited settings.40909747 · Pulido-Arias, Dagoberto, Henderson, Rebecca, Millien, Christophe et al.2025 · 0 citationsbioRxiv : the preprint server for biology. 2025
Re-identification of patients from imaging features extracted by foundation models.40696111 · Nebbia, Giacomo, Kumar, Sourav, McNamara, Stephen Michael et al.2026 · 10 citationsNPJ digital medicine. 2025;8(1):469
Optic Cup and Disc Segmentation of Fundus Images Using Artificial Intelligence Externally Validated With Optical Coherence Tomography Measurements.40552928 · Kinder, Scott, McNamara, Steve, Clark, Christopher et al.2025 · 3 citationsTranslational vision science & technology. 2025;14(6):30
MIDRC mRALE Mastermind Grand Challenge: AI to predict COVID severity on chest radiographs.40276098 · Armato, Samuel G, Drukker, Karen, Hadjiiski, Lubomir et al.2026 · 1 citationJournal of medical imaging (Bellingham, Wash.). 2025;12(2):024505
Generalizable deep neural networks for image quality classification of cervical images.39984572 · Ahmed, Syed Rakin, Befano, Brian, Egemen, Didem et al.2025 · 6 citationsScientific reports. 2025;15(1):6312
FUTURE-AI: international consensus guideline for trustworthy and deployable artificial intelligence in healthcare.39909534 · Lekadir, Karim, Frangi, Alejandro F, Porras, Antonio R et al.2026 · 771 citationsBMJ (Clinical research ed.). 2025;388:e081554
A review of deep learning for brain tumor analysis in MRI.39753730 · Dorfner, Felix J, Patel, Jay B, Kalpathy-Cramer, Jayashree et al.2026 · 203 citationsNPJ precision oncology. 2025;9(1):2
Environment scan of generative AI infrastructure for clinical and translational science.39872195 · Idnay, Betina, Xu, Zihan, Adams, William G et al.2026 · 11 citationsnpj health systems. 2025;2(1):4
EyeLiner: A Deep Learning Pipeline for Longitudinal Image Registration Using Fundus Landmarks.39877463 · Veturi, Yoga Advaith, McNamara, Steve, Kinder, Scott et al.2025 · 7 citationsOphthalmology science. 2025;5(2):100664
Multi-Institutional Evaluation and Training of Breast Density Classification AI Algorithm Using ACR Connect and AI-LAB.39551328 · Brink, Laura, Romero, Ricardo Amaya, Coombs, Laura et al.2025 · 3 citationsJournal of the American College of Radiology : JACR. 2025;22(2):211-219
Evaluating Biparametric Versus Multiparametric Magnetic Resonance Imaging for Diagnosing Clinically Significant Prostate Cancer: An International, Paired, Noninferiority, Confirmatory Observer Study.39438187 · Twilt, Jasper J, Saha, Anindo, Bosma, Joeran S et al.2025 · 78 citationsEuropean urology. 2025;87(2):240-250
Artificial intelligence for diagnosing exudative age-related macular degeneration.39417312 · Kang, Chaerim, Lo, Jui-En, Zhang, Helen et al.2024 · 11 citationsThe Cochrane database of systematic reviews. 2024;10:CD015522
A New Era of Data-Driven Cancer Research and Care: Opportunities and Challenges.39363742 · Gomez, Felicia, Danos, Arpad M, Del Fiol, Guilherme et al.2024 · 4 citationsCancer discovery. 2024;14(10):1774-1778
Assessing generalizability of an AI-based visual test for cervical cancer screening.39356713 · Ahmed, Syed Rakin, Egemen, Didem, Befano, Brian et al.2026 · 25 citationsPLOS digital health. 2024;3(10):e0000364
Environment Scan of Generative AI Infrastructure for Clinical and Translational Science.41031081 · Idnay, Betina, Xu, Zihan, Adams, William G et al.2025 · 2 citationsArXiv. 2024
Federated Learning in Glaucoma: A Comprehensive Review and Future Perspectives.39214457 · Hallaj, Shahin, Chuter, Benton G, Lieu, Alexander C et al.2025 · 11 citationsOphthalmology. Glaucoma. 2025;8(1):92-105
Privacy preservation for federated learning in health care.39081567 · Pati, Sarthak, Kumar, Sourav, Varma, Amokh et al.2026 · 235 citationsPatterns (New York, N.Y.). 2024;5(7):100974
Clinical, Cultural, Computational, and Regulatory Considerations to Deploy AI in Radiology: Perspectives of RSNA and MICCAI Experts.38984986 · Linguraru, Marius George, Bakas, Spyridon, Aboian, Mariam et al.2024 · 34 citationsRadiology. Artificial intelligence. 2024;6(4):e240225
Artificial intelligence and radiologists in prostate cancer detection on MRI (PI-CAI): an international, paired, non-inferiority, confirmatory study.38876123 · Saha, Anindo, Bosma, Joeran S, Twilt, Jasper J et al.2024 · 353 citationsThe Lancet. Oncology. 2024;25(7):879-887
Use of an Artificial Intelligence-Generated Vascular Severity Score Improved Plus Disease Diagnosis in Retinopathy of Prematurity.38866367 · Coyner, Aaron S, Young, Benjamin K, Ostmo, Susan R et al.2024 · 20 citationsOphthalmology. 2024;131(11):1290-1296
Fair evaluation of federated learning algorithms for automated breast density classification: The results of the 2022 ACR-NCI-NVIDIA federated learning challenge.38776844 · Schmidt, Kendall, Bearce, Benjamin, Chang, Ken et al.2024 · 9 citationsMedical image analysis. 2024;95:103206
Reproducible Benchmarking for Lung Nodule Detection and Malignancy Classification Across Multiple Low-Dose CT Datasets2405.04605v5 · Fakrul Islam Tushar, Avivah Wang, Lavsen Dahal et al.2024 · 3 citationsarXiv
Abnormal vascular structure and function within brain metastases is linked to pembrolizumab resistance.38070147 · Kim, Albert E, Lou, Kevin W, Giobbie-Hurder, Anita et al.2024 · 8 citationsNeuro-oncology. 2024;26(5):965-974
Lessons Learned in Building Expertly Annotated Multi-Institution Datasets and Hosting the RSNA AI Challenges.38477659 · Kitamura, Felipe C, Prevedello, Luciano M, Colak, Errol et al.2024 · 12 citationsRadiology. Artificial intelligence. 2024;6(3):e230227
Deep Learning-based Prediction of Breast Cancer Tumor and Immune Phenotypes from Histopathology2404.16397v1 · Tiago Goncalves, Dagoberto Pulido-Arias, Julian Willett et al.2024 · 3 citationsarXiv
Clinical and Genomic Predictors of Adverse Events in Newly Diagnosed Glioblastoma.38252427 · Lim-Fat, Mary Jane, Iorgulescu, J Bryan, Rahman, Rifaquat et al.2024 · 7 citationsClinical cancer research : an official journal of the American Association for Cancer Research. 2024;30(7):1327-1337
Multinational External Validation of Autonomous Retinopathy of Prematurity Screening.38451496 · Coyner, Aaron S, Murickan, Tom, Oh, Minn A et al.2024 · 41 citationsJAMA ophthalmology. 2024;142(4):327-335
Design of the HPV-automated visual evaluation (PAVE) study: Validating a novel cervical screening strategy.38224340 · de Sanjosé, Silvia, Perkins, Rebecca B, Campos, Nicole et al.2024 · 28 citationseLife. 2024;12
Artificial intelligence-based image analysis in clinical testing: lessons from cervical cancer screening.37758250 · Egemen, Didem, Perkins, Rebecca B, Cheung, Li C et al.2024 · 55 citationsJournal of the National Cancer Institute. 2024;116(1):26-33
Breast Multiparametric MRI for Prediction of Neoadjuvant Chemotherapy Response in Breast Cancer: The BMMR2 Challenge.38180338 · Li, Wen, Partridge, Savannah C, Newitt, David C et al.2024 · 30 citationsRadiology. Imaging cancer. 2024;6(1):e230033
Expert-centered Evaluation of Deep Learning Algorithms for Brain Tumor Segmentation.38197800 · Hoebel, Katharina V, Bridge, Christopher P, Ahmed, Sara et al.2024 · 13 citationsRadiology. Artificial intelligence. 2024;6(1):e220231
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