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20182023
most citedA Rigorous Machine Learning Analysis Pipeline for Biomedical Binary Classification: Application in Pancreatic Cancer Nested Case-control Studies with Implications for Bias Assessments

4 citations · 8 across the 3 of their papers we have counts for

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cs.CV2020

Out-of-Distribution Detection for Skin Lesion Images with Deep Isolation Forest

Xuan Li, Yuchen Lu, Christian Desrosiers +1

In this paper, we study the problem of out-of-distribution detection in skin disease images. Publicly available medical datasets normally have a limited number of lesion classes (e…

cs.CV2019

Boosting Image Recognition with Non-differentiable Constraints

Xuan Li, Yuchen Lu, Peng Xu +3

In this paper, we study the problem of image recognition with non-differentiable constraints. A lot of real-life recognition applications require a rich output structure with deter…