most citedOpening the black box of deep learning: Validating the statistical association between explainable artificial intelligence (XAI) and clinical domain knowledge in fundus image-based glaucoma diagnosis

1 citations · 1 across the 2 of their papers we have counts for

collaborators

2 papers

cs.CV2025★ 1 cited

Opening the black box of deep learning: Validating the statistical association between explainable artificial intelligence (XAI) and clinical domain knowledge in fundus image-based glaucoma diagnosis

Han Yuan, Lican Kang, Yong Li

While deep learning has exhibited remarkable predictive capabilities in various medical image tasks, its inherent black-box nature has hindered its widespread implementation in rea…

math.PR2023

Lipschitz Transport Maps via the Follmer Flow

Yin Dai, Yuan Gao, Jian Huang +3

Inspired by the construction of the F{ö}llmer process, we construct a unit-time flow on the Euclidean space, termed the F{ö}llmer flow, whose flow map at time 1 pushes forward a st…