Heather M. Whitney

机构：University of Chicago, University of Chicago Medical Center · ORCID：0000-0002-7258-1102

发表论文 72 篇 · 总被引 1331 次 · h-index 12

代表论文

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 · Journal of medical imaging · 被引 137)
Sequestration of imaging studies in MIDRC: stratified sampling to balance demographic characteristics of patients in a multi-institutional data commons (2023 · Journal of medical imaging · 被引 15)
Predicting intensive care need for COVID-19 patients using deep learning on chest radiography (2023 · Journal of medical imaging · 被引 11)
AI-based automated segmentation for ovarian/adnexal masses and their internal components on ultrasound imaging (2024 · Journal of medical imaging · 被引 10)
MIDRC-MetricTree: a decision tree-based tool for recommending performance metrics in artificial intelligence-assisted medical image analysis (2024 · Journal of medical imaging · 被引 6)
Multimodal data curation via interoperability: use cases with the Medical Imaging and Data Resource Center (2025 · Scientific Data · 被引 5)