77 citations · 82 across the 5 of their papers we have counts for
5 papers
A Deployment Audit of Release-Side Risk in Conformal Triage under Prevalence Shift
Chengze Li, Xiao Liu, Hanrong Zhang +7
Conformal triage converts predictive scores into deployment actions that either release a case, flag it for urgent attention, or defer it to human review. Under an observed change…
Indescribable Multi-modal Spatial Evaluator
Lingke Kong, X. Sharon Qi, Qijin Shen +4
Multi-modal image registration spatially aligns two images with different distributions. One of its major challenges is that images acquired from different imaging machines have di…
XBound-Former: Toward Cross-scale Boundary Modeling in Transformers
Jiacheng Wang, Fei Chen, Yuxi Ma +6
Skin lesion segmentation from dermoscopy images is of great significance in the quantitative analysis of skin cancers, which is yet challenging even for dermatologists due to the i…
Separated Contrastive Learning for Organ-at-Risk and Gross-Tumor-Volume Segmentation with Limited Annotation
Jiacheng Wang, Xiaomeng Li, Yiming Han +3
Automatic delineation of organ-at-risk (OAR) and gross-tumor-volume (GTV) is of great significance for radiotherapy planning. However, it is a challenging task to learn powerful re…
Breaking the Dilemma of Medical Image-to-image Translation
Lingke Kong, Chenyu Lian, Detian Huang +3
Supervised Pix2Pix and unsupervised Cycle-consistency are two modes that dominate the field of medical image-to-image translation. However, neither modes are ideal. The Pix2Pix mod…