Praveer Singh
Relevante Arbeiten
Meistzitierte Publikationen im Bereich Gesundheit & MedTech
Assessing the Trustworthiness of Saliency Maps for Localizing Abnormalities in Medical Imaging
2021 · 250 Zit. · Radiology Artificial Intelligence
Privacy preservation for federated learning in health care
2024 · 108 Zit. · Patterns
SplitAVG: A Heterogeneity-Aware Federated Deep Learning Method for Medical Imaging
2022 · 71 Zit. · IEEE Journal of Biomedical and Health Informatics
Assessing the (Un)Trustworthiness of Saliency Maps for Localizing Abnormalities in Medical Imaging
2020 · 41 Zit.
Collaborative Privacy-preserving Approaches for Distributed Deep Learning Using Multi-Institutional Data
2023 · 30 Zit. · Radiographics
Assessing the (Un)Trustworthiness of Saliency Maps for Localizing Abnormalities in Medical Imaging
2020 · 19 Zit. · arXiv (Cornell University)
Improvement and Multi-Population Generalizability of a Deep Learning-Based Chest Radiograph Severity Score for COVID-19
2020 · 14 Zit.
Towards More Efficient Data Valuation in Healthcare Federated Learning Using Ensembling
2022 · 7 Zit. · Lecture notes in computer science
QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation - Analysis of Ranking Scores and Benchmarking Results
2021 · 7 Zit. · arXiv (Cornell University)
Towards Trainable Saliency Maps in Medical Imaging
2020 · 3 Zit. · arXiv (Cornell University)
Deploying clinical machine learning? Consider the following...
2021 · 3 Zit. · arXiv (Cornell University)
Privacy-preserving collaborative deep learning methods for multiinstitutional training without sharing patient data
2020 · 2 Zit. · Artificial Intelligence in Medicine
Estimating Test Performance for AI Medical Devices under Distribution Shift with Conformal Prediction
2022 · 2 Zit. · arXiv (Cornell University)
Assessing the (Un)Trustworthiness of Saliency Maps for Localizing\n Abnormalities in Medical Imaging
2020 · 0 Zit. · arXiv (Cornell University)
19 Societal View
2024 · 0 Zit.