Jayashree Kalpathy–Cramer
Cicatelli Associates · US
Relevante Arbeiten
Meistzitierte Publikationen im Bereich Gesundheit & MedTech
The RSNA Pediatric Bone Age Machine Learning Challenge
2018 · 441 Zit. · Radiology
Distributed deep learning networks among institutions for medical imaging
2018 · 340 Zit. · Journal of the American Medical Informatics Association
Assessing the Trustworthiness of Saliency Maps for Localizing Abnormalities in Medical Imaging
2021 · 251 Zit. · Radiology Artificial Intelligence
Checklist for Artificial Intelligence in Medical Imaging (CLAIM): 2024 Update
2024 · 247 Zit. · Radiology Artificial Intelligence
Challenges Related to Artificial Intelligence Research in Medical Imaging and the Importance of Image Analysis Competitions
2019 · 161 Zit. · Radiology Artificial Intelligence
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 · 117 Zit. · Journal of Medical Imaging
Privacy preservation for federated learning in health care
2024 · 110 Zit. · Patterns
Generative Artificial Intelligence Through ChatGPT and Other Large Language Models in Ophthalmology
2023 · 97 Zit. · Ophthalmology Science
SplitAVG: A Heterogeneity-Aware Federated Deep Learning Method for Medical Imaging
2022 · 72 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
Fair Conformal Predictors for Applications in Medical Imaging
2022 · 43 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.
Democratizing AI
2019 · 32 Zit. · Journal of the American College of Radiology
Collaborative Privacy-preserving Approaches for Distributed Deep Learning Using Multi-Institutional Data
2023 · 30 Zit. · Radiographics
Artificial intelligence applied to musculoskeletal oncology: a systematic review
2021 · 29 Zit. · Skeletal Radiology