Jianan Fan

PhD student, University of Sydney

Joined

February 2023

Names

Jianan Fan (Preferred)

Emails

****@uni.sydney.edu.au (Confirmed)

****@sydney.edu.au (Confirmed)

Personal Links

DBLP

ORCID

Career & Education History

PhD student

University of Sydney (usyd.edu.au)

2021 – 2026

Advisors, Relations & Conflicts

PhD Advisor

Weidong Cai

2021 – 2025

Coauthor

Dongnan Liu

2021 – 2024

Expertise

medical image analysis

2021 – 2025

histopathology image analysis

2021 – 2025

domain adaptation

2021 – 2025

AI in healthcare

2021 – 2025

bioimage informatics

2021 – 2025

Publications

Gene-DML: Dual-Pathway Multi-Level Discrimination for Gene Expression Prediction from Histopathology Images
Yaxuan Song, Jianan Fan, Hang Chang, Weidong Cai
- The IEEE/CVF Winter Conference on Applications of Computer Vision 2026
- Readers: Everyone
On Structuring Hyperspherical Manifold for Probing Novel Biomedical Entities
Jianan Fan, Dongnan Liu, Hang Chang, Heng Huang, Mei Chen, Weidong Cai
- IEEE Trans. Pattern Anal. Mach. Intell. 2025
- Readers: Everyone
ART-ASyn: Anatomy-aware Realistic Texture-based Anomaly Synthesis Framework for Chest X-Rays
Qinyi Cao, Jianan Fan, Weidong Cai
- CoRR 2025
- Readers: Everyone
SurgiATM: A Physics-Guided Plug-and-Play Model for Deep Learning-Based Smoke Removal in Laparoscopic Surgery
Mingyu Sheng, Jianan Fan, Dongnan Liu, Guoyan Zheng, Ron Kikinis, Weidong Cai
- CoRR 2025
- Readers: Everyone
ScSAM: Debiasing Morphology and Distributional Variability in Subcellular Semantic Segmentation
Bo Fang, Jianan Fan, Dongnan Liu, Hang Chang, Gerald J. Shami, Filip Braet, Weidong Cai
- CoRR 2025
- Readers: Everyone
Gene-DML: Dual-Pathway Multi-Level Discrimination for Gene Expression Prediction from Histopathology Images
Yaxuan Song, Jianan Fan, Hang Chang, Tom Weidong Cai
- CoRR 2025
- Readers: Everyone
On the Theory of Conditional Feature Alignment for Unsupervised Domain-Adaptive Counting
Zhuonan Liang, Dongnan Liu, Jianan Fan, Yaxuan Song, Qiang Qu, Yu Yao, Peng Fu, Tom Weidong Cai
- CoRR 2025
- Readers: Everyone
Multi-source-free Domain Adaptation via Uncertainty-aware Adaptive Distillation
Yaxuan Song, Jianan Fan, Dongnan Liu, Weidong Cai
- 2024 IEEE International Symposium on Biomedical Imaging (ISBI)
- Readers: Everyone
MIRROR: Multi-Modal Pathological Self-Supervised Representation Learning via Modality Alignment and Retention
Tianyi Wang, Jianan Fan, Dingxin Zhang, Dongnan Liu, Yong Xia, Heng Huang, Tom Weidong Cai
- CoRR 2025
- Readers: Everyone
Sequential Spatial-Temporal Network for Interpretable Automatic Ultrasonic Assessment of Fetal Head during labor
Jie Gan, Zhuonan Liang, Jianan Fan, Lisa Mcguire, Caterina Watson, Jacqueline Spurway, Jillian Clarke, Tom Weidong Cai
- CoRR 2025
- Readers: Everyone

View all 33 publications

Co-Authors

View all 38 co-authors