Jayashree Kalpathy–Cramer

The RSNA Pediatric Bone Age Machine Learning Challenge

2018 · 453 Zit. · Radiology

Distributed deep learning networks among institutions for medical imaging

2018 · 345 Zit. · Journal of the American Medical Informatics Association

Checklist for Artificial Intelligence in Medical Imaging (CLAIM): 2024 Update

2024 · 304 Zit. · Radiology Artificial Intelligence

Artificial intelligence and radiologists in prostate cancer detection on MRI (PI-CAI): an international, paired, non-inferiority, confirmatory study

2024 · 251 Zit. · The Lancet Oncology

Challenges Related to Artificial Intelligence Research in Medical Imaging and the Importance of Image Analysis Competitions

2019 · 165 Zit. · Radiology Artificial Intelligence

Automated Assessment and Tracking of COVID-19 Pulmonary Disease Severity on Chest Radiographs Using Convolutional Siamese Neural Networks

2020 · 157 Zit. · Radiology Artificial Intelligence

Privacy preservation for federated learning in health care

2024 · 129 Zit. · Patterns

Toward fairness in artificial intelligence for medical image analysis: identification and mitigation of potential biases in the roadmap from data collection to model deployment

2023 · 124 Zit. · Journal of Medical Imaging

Generative Artificial Intelligence Through ChatGPT and Other Large Language Models in Ophthalmology

2023 · 105 Zit. · Ophthalmology Science

SplitAVG: A Heterogeneity-Aware Federated Deep Learning Method for Medical Imaging

2022 · 76 Zit. · IEEE Journal of Biomedical and Health Informatics

Improving Automated Pediatric Bone Age Estimation Using Ensembles of Models from the 2017 RSNA Machine Learning Challenge

2019 · 55 Zit. · Radiology Artificial Intelligence

Deepfakes in Ophthalmology

2021 · 51 Zit. · Ophthalmology Science

Fair Conformal Predictors for Applications in Medical Imaging

2022 · 46 Zit. · Proceedings of the AAAI Conference on Artificial Intelligence

Assessing the (Un)Trustworthiness of Saliency Maps for Localizing Abnormalities in Medical Imaging

2020 · 41 Zit. · medRxiv

Democratizing AI

2019 · 35 Zit. · Journal of the American College of Radiology