Scholar
Zikang Xu
Google Scholar ID: TxjqAY0AAAAJ
Institute of Artificial Intelligence, Hefei comprehensive national science center
Citations & Impact
Citations
146
H-index
5
i10-index
5
Publications
11
Co-authors
6
list available
Publications
Resume (English only)
Academic Achievements
- Published a paper in npj Digital Medicine in 2025 titled 'Fair ultrasound diagnosis via adversarial protected attribute aware perturbations on latent embeddings'.
- Published a paper in npj Digital Medicine in 2024 titled 'Addressing Fairness Issues in Deep Learning-Based Medical Image Analysis: A Systematic Review'.
- Published a paper in NeurIPS in 2024 titled 'FairMedFM: Fairness Benchmarking for Medical Imaging Foundation Models'.
- Published a paper in MICCAI in 2023 titled 'FairAdaBN: Mitigating unfairness with adaptive batch normalization and its application to dermatological disease classification'.
- Published a paper in MICCAI in 2024 titled 'SIX-Net: Spatial-Context Information miX-up for Electrode Landmark Detection'.
- Published a paper in MIDL in 2024 titled 'OFELIA: Optical Flow-based Electrode LocalIzAtion'.
- Published a paper in Medical Image Analysis in 2025 titled 'LACOSTE: Exploiting stereo and temporal contexts for surgical instrument segmentation'.
- Published a paper in MIDL in 2024 titled 'Slide-SAM: Medical SAM Meets Sliding Window'.
- Published a paper in MIDL in 2025 titled 'Style-Aligned Image Composition for Robust Detection of Abnormal Cells in Cytopathology'.
Background
- Specially Appointed Associate Researcher, focusing on algorithm fairness in medical image analysis and MEG data analysis.
Miscellany
- Received several honors including Outstanding Graduate of Anhui Province and Outstanding Graduate of USTC.
