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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

2024

Segment anything in medical images

Jun Ma, Yuting He, Feifei Li, Lin Han, Chenyu You, Bo Wang

2024

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

2024

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

2024

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

2024

Contrastive Learning Can Find An Optimal Basis For Approximately View-Invariant Functions

Daniel D Johnson and Ayoub El Hanchi and Chris J Maddison

2023

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

2023

Facilitating robotic control using a virtual reality interface

Suzanne Gildert and George Samuel Rose and Graham William Taylor and James Bergstra

2023

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

2023

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

2023