3 papers
q-bio.GN2025
Deep Generative Models for Discrete Genotype Simulation
Sihan Xie, Thierry Tribout, Didier Boichard +3
Deep generative models open new avenues for simulating realistic genomic data while preserving privacy and addressing data accessibility constraints. While previous studies have pr…
cs.CV2025
A DICOM Image De-identification Algorithm in the MIDI-B Challenge
Hongzhu Jiang, Sihan Xie, Zhiyu Wan
Image de-identification is essential for the public sharing of medical images, particularly in the widely used Digital Imaging and Communications in Medicine (DICOM) format as requ…
cs.CV2025
Medical Image De-Identification Benchmark Challenge
Linmin Pei, Granger Sutton, Michael Rutherford +67
The de-identification (deID) of protected health information (PHI) and personally identifiable information (PII) is a fundamental requirement for sharing medical images, particular…