Ken Chang

2 papers · 2022–2023 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird 👥 Mega-Team · Squad

Venues

AAAI (1) MLHC (1)

Top co-authors

Jayashree Kalpathy-Cramer (2) Mishka Gidwani (1) Andréanne Lemay (1) Chung-Jen Teng (1) Albert Kim (1) Ina Ly (1) Syed Rakin Ahmed (1) Xiaomei Li (1) Katharina Hoebel (1) Gongwen Xu (1)

Research topics

Computer Vision (2) Deep Learning (2) Machine Learning (2) Application Areas (2) Architectures (2) Domain-Specific (2) Artificial Intelligence (1) Healthcare & Medicine (1) Clinical (1) Core AI (1) Learning Types (1)

Keywords

medical imaging (2) algorithmic fairness (1) conformal prediction (1) uncertainty quantification (1) epistemic uncertainty (1) deep learning (1) image registration (1) magnetic resonance imaging (1) algorithmic bia (1) lesion detection (1) skin lesion (1) image segmentation (1) skin lesion classification (1)

Papers

A Deep Learning Based Framework for Joint Image Registration and Segmentation of Brain Metastases on Magnetic Resonance Imaging MLHC 2023 Fair Conformal Predictors for Applications in Medical Imaging AAAI 2022