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Problems in the deployment of machine-learned models in health care
Joseph Paul Cohen and Tianshi Cao and Joseph D Viviano and Chin-Wei Huang and Michael Fralick and Marzyeh Ghassemi and Muhammad Mamdani and Russell Greiner and Yoshua Bengio
Segment anything in medical images
Jun Ma, Yuting He, Feifei Li, Lin Han, Chenyu You, Bo Wang
DeepVelo: deep learning extends RNA velocity to multi-lineage systems with cell-specific kinetics
Haotian Cui, Hassaan Maan, Maria C. Vladoiu, Jiao Zhang, Michael D. Taylor, Bo Wang
A radiographic score for human donor lungs on ex vivo lung perfusion predicts transplant outcomes
Bonnie T. Chao BASc, Micheal C. McInnis MD, Andrew T. Sage PhD, Jonathan C. Yeung MD PhD, Marcelo Cypel MD, Mingyao Liu MD, Bo Wang PhD, Shaf Keshavjee MD
Deep learning for automatic organ and tumor segmentation in nanomedicine pharmacokinetics
Alex Dhaliwal, Jun Ma, Mark Zheng, Qing Lyu, Maneesha A. Rajora, Shihao Ma, Laura Oliva, Anthony Ku, Michael Valic, Bo Wang, and Gang Zheng
Contrastive Learning Can Find An Optimal Basis For Approximately View-Invariant Functions
Daniel D Johnson and Ayoub El Hanchi and Chris J Maddison
Subject-driven Text-to-Image Generation via Apprenticeship Learning
Wenhu Chen and Hexiang Hu and Yandong Li and Nataniel Ruiz and Xuhui Jia and Ming-Wei Chang and William W Cohen
Facilitating robotic control using a virtual reality interface
Suzanne Gildert and George Samuel Rose and Graham William Taylor and James Bergstra
Monitoring Shortcut Learning using Mutual Information
Mohammed Adnan and Yani Ioannou and Chuan-Yung Tsai and Angus Galloway and HR Tizhoosh and Graham W Taylor
Sparsifiner: Learning Sparse Instance-Dependent Attention for Efficient Vision Transformers
Cong Wei and Brendan Duke and Ruowei Jiang and Parham Aarabi and Graham W Taylor and Florian Shkurti