Chris Bain

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 14

Top Topics

Multiple Instance

Dependency Graph

Image Classification

Convolutional Neural Networks

Top Venues

Comput. Methods Programs Biomed.

Publications

Zhikang Wang, Jiani Ma, Qian Gao, Chris Bain, Seiya Imoto, Pietro Liò, Hongmin Cai, Hao Chen, Jiangning Song
Dual-stream multi-dependency graph neural network enables precise cancer survival analysis. Medical Image Anal. 97 (2024)
Yuncheng Hua, Yujin Huang, Shuo Huang, Tao Feng, Lizhen Qu, Chris Bain, Richard Bassed, Gholamreza Haffari
Causal Discovery Inspired Unsupervised Domain Adaptation for Emotion-Cause Pair Extraction. CoRR (2024)
Haoyu Kong, Jia Rong, Chris Bain, Xinyu Zhang, Sarah Parsons, Guanliang Chen, Richard Bassed
Pericardial Effusion Detection on Post-Mortem Computed Tomography Images Using Convolutional Neural Networks. MedInfo (2023)
Zhikang Wang, Yue Bi, Tong Pan, Xiaoyu Wang, Chris Bain, Richard Bassed, Seiya Imoto, Jianhua Yao, Roger J. Daly, Jiangning Song
Targeting tumor heterogeneity: multiplex-detection-based multiple instance learning for whole slide image classification. Bioinform. 39 (3) (2023)
Zhikang Wang, Qian Gao, Xiaoping Yi, Xinyu Zhang, Yiwen Zhang, Daokun Zhang, Pietro Liò, Chris Bain, Richard Bassed, Shanshan Li, Yuming Guo, Seiya Imoto, Jianhua Yao, Roger J. Daly, Jiangning Song
Surformer: An interpretable pattern-perceptive survival transformer for cancer survival prediction from histopathology whole slide images. Comput. Methods Programs Biomed. 241 (2023)
Fariha Tasmin Jaigirdar, Boyu Tan, Carsten Rudolph, Chris Bain
Security-Aware Provenance for Transparency in IoT Data Propagation. IEEE Access 11 (2023)
Zhikang Wang, Yue Bi, Tong Pan, Xiaoyu Wang, Chris Bain, Richard Bassed, Seiya Imoto, Jianhua Yao, Jiangning Song
Multiplex-detection Based Multiple Instance Learning Network for Whole Slide Image Classification. CoRR (2022)
Fariha Tasmin Jaigirdar, Carsten Rudolph, Rayhan Rashed, Md. Nahiyan Uddin, Chris Bain, A. B. M. Alim Al Islam
NOTE: Unavoidable Service to Unnoticeable Risks: A Study on How Healthcare Record Management Opens the Doors of Unnoticeable Vulnerabilities for Rohingya Refugees. COMPASS (2022)
Zhen Chen, Xuhan Liu, Pei Zhao, Chen Li, Yanan Wang, Fuyi Li, Tatsuya Akutsu, Chris Bain, Robin B. Gasser, Junzhou Li, Zuoren Yang, Xin Gao, Lukasz A. Kurgan, Jiangning Song
an integrative platform for engineering, visualization and analysis of features from molecular sequences, structural and ligand data sets. Nucleic Acids Res. 50 (W1) (2022)
Fariha Tasmin Jaigirdar, Carsten Rudolph, Chris Bain
Risk and Compliance in IoT- Health Data Propagation: A Security-Aware Provenance based Approach. ICDH (2021)
Fariha Tasmin Jaigirdar, Carsten Rudolph, Gillian Oliver, David Watts, Chris Bain
What Information is Required for Explainable AI? : A Provenance-based Research Agenda and Future Challenges. CIC (2020)
Fariha Tasmin Jaigirdar, Carsten Rudolph, Chris Bain
Prov-IoT: A Security-Aware IoT Provenance Model. TrustCom (2020)
Chris Bain, Abraham Oshni Alvandi
Digital healthcare across Oceania. Commun. ACM 63 (4) (2020)
Fariha Tasmin Jaigirdar, Carsten Rudolph, Chris Bain
Can I Trust the Data I See?: A Physician's Concern on Medical Data in IoT Health Architectures. ACSW (2019)