Tian Xia

University of Sydney — Australia

Immunology and Microbiology · Life Sciences

11h-index4.1kcitations30works1.32yr avg
OpenAlex↗ORCID↗Google Scholar↗Lab page↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Immune Response and Inflammation(7), Generative Adversarial Networks and Image Synthesis(6), Immune cells in cancer(5), T-cell and B-cell Immunology(4), Advanced Neural Network Applications(4)

Publications30 total

SCLN: Stacked Channel Learning Network for Imaging Mass Cytometry (IMC) cell segmentation
Med-X·2025Open Access
Genomic insights into the mechanisms of body size evolution in Serpentes
BMC Genomics·2025· 1 citedOpen Access
Rapid Prediction Method for Reservoir Flow Field Parameters Based on Deep Learning
Springer series in geomechanics and geoengineering·2025
Single-cell transcriptomics and tissue metabolomics uncover mechanisms underlying wooden breast disease in broilers
Poultry Science·2024· 4 citedOpen Access
Assessment of Ki-67 proliferation index in prognosis prediction in patients with nonmetastatic clear cell renal cell carcinoma and tumor thrombus
Urologic Oncology Seminars and Original Investigations·2023· 10 cited
Cardiac aging synthesis from cross-sectional data with conditional generative adversarial networks
Frontiers in Cardiovascular Medicine·2022· 20 citedOpen Access
Causal machine learning for healthcare and precision medicine
Royal Society Open Science·2022· 167 citedOpen Access
Learning to synthesise the ageing brain without longitudinal data
Medical Image Analysis·2021· 63 citedOpen Access
DaliNet: Lighter, deeper and larger field of vision
2020
Pseudo-healthy synthesis with pathology disentanglement and adversarial learning
Medical Image Analysis·2020· 51 citedOpen Access
RGB-T Image Saliency Detection via Collaborative Graph Learning
IEEE Transactions on Multimedia·2019· 239 cited
RGB-T Image Saliency Detection via Collaborative Graph Learning
arXiv (Cornell University)·2019Open Access
M3S-NIR: Multi-modal Multi-scale Noise-Insensitive Ranking for RGB-T Saliency Detection
2019 IEEE Conference on Multimedia Information Processing and Retrieval (MIPR)·2019· 95 cited
Adversarial Pseudo Healthy Synthesis Needs Pathology Factorization
arXiv (Cornell University)·2019· 12 citedOpen Access
Consistent Brain Ageing Synthesis
Lecture notes in computer science·2019· 27 cited
Adversarial Pseudo Healthy Synthesis Needs Pathology Factorization
2018· 2 cited
Multi-view 3D Object Detection Network for Autonomous Driving
2017· 3.3k cited
Additional file 5: Table S4. of Characterization of the peripheral blood transcriptome and adaptive evolution of the MHC I and TLR gene families in the wolf (Canis lupus)
Figshare·2017Open Access
Additional file 4: Table S3. of Characterization of the peripheral blood transcriptome and adaptive evolution of the MHC I and TLR gene families in the wolf (Canis lupus)
Figshare·2017Open Access
Additional file 2: Table S1. of Characterization of the peripheral blood transcriptome and adaptive evolution of the MHC I and TLR gene families in the wolf (Canis lupus)
Figshare·2017Open Access
page 1 of 2Next →

Frequent Co-authors

Sotirios A. Tsaftaris(7), Guolei Sun(7), Xiufeng Yang(7), Xiao‐Dong Gao(7), Honghai Zhang(7), Guangshuai Liu(6), Chao Zhao(6), Shuai Shang(6), Agisilaos Chartsias(5), Zhengzheng Tu(3), Chenglong Li(3), Jin Tang(3), Yan Ma(2), Pedro Sanchez(2), Xiaozhi Chen(1), Huimin Ma(1), Ji Wan(1), Bo Li(1), Xiaoxiao Wang(1), Jeremy P. Voisey(1)