Uncertainty-aware and causal test-time adaptive foundation model for robust colorectal cancer pathology diagnosis
Year: 2025
Type: article
Language: en
Topic: AI in cancer detection
Authors and affiliations:
raw_author_name: Shenghan Lou
raw_affiliation_strings: Department of Oncology Surgery, Harbin Medical University Cancer Hospital, No.150 Haping Road, Harbin, 150081, Heilongjiang, China
raw_author_name: Genshen Mo
raw_affiliation_strings: Department of Oncology Surgery, Harbin Medical University Cancer Hospital, No.150 Haping Road, Harbin, 150081, Heilongjiang, China
raw_author_name: Xiao Zhang
raw_affiliation_strings: Department of Anesthesiology, Harbin Medical University Cancer Hospital, No.150 Haping Road, Harbin, 150081, Heilongjiang, China
Department of Breast Surgery, Harbin Medical University Cancer Hospital, No.150 Haping Road, Harbin, 150081, Heilongjiang, China
raw_author_name: Hao Wang
raw_affiliation_strings: Department of Breast Surgery, Harbin Medical University Cancer Hospital, No.150 Haping Road, Harbin, 150081, Heilongjiang, China
raw_author_name: Hao Li
raw_affiliation_strings: Department of Oncology Surgery, Harbin Medical University Cancer Hospital, No.150 Haping Road, Harbin, 150081, Heilongjiang, China
Department of Pathology, Harbin Medical University Cancer Hospital, No.150 Haping Road, Harbin, 150081, Heilongjiang, China
raw_author_name: Keru Ma
raw_affiliation_strings: Department of Breast Surgery, Harbin Medical University Cancer Hospital, No.150 Haping Road, Harbin, 150081, Heilongjiang, China
raw_author_name: Huiying Li
raw_affiliation_strings: Department of Oncology Surgery, Harbin Medical University Cancer Hospital, No.150 Haping Road, Harbin, 150081, Heilongjiang, China
Department of Pathology, Harbin Medical University Cancer Hospital, No.150 Haping Road, Harbin, 150081, Heilongjiang, China
raw_author_name: Xinyue Zhang
raw_affiliation_strings: Department of Anesthesiology, Harbin Medical University Cancer Hospital, No.150 Haping Road, Harbin, 150081, Heilongjiang, China
Department of Breast Surgery, Harbin Medical University Cancer Hospital, No.150 Haping Road, Harbin, 150081, Heilongjiang, China
raw_author_name: Meihong Yan
raw_affiliation_strings: Department of Breast Surgery, Harbin Medical University Cancer Hospital, No.150 Haping Road, Harbin, 150081, Heilongjiang, China
raw_author_name: Haonan Xie
raw_affiliation_strings: Department of Oncology Surgery, Harbin Medical University Cancer Hospital, No.150 Haping Road, Harbin, 150081, Heilongjiang, China
raw_author_name: Yuze Huang
raw_affiliation_strings: Department of Oncology Surgery, Harbin Medical University Cancer Hospital, No.150 Haping Road, Harbin, 150081, Heilongjiang, China
raw_author_name: Chuangqi Li
raw_affiliation_strings: Technology Development Department, QichuangEra Technology Co., Ltd., Beijing, 102699, Beijing, China
raw_author_name: Siyuan Ma
raw_affiliation_strings: School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore, 639798, Singapore, Singapore
raw_author_name: Hongxue Meng
raw_affiliation_strings: Department of Pathology, Harbin Medical University Cancer Hospital, No.150 Haping Road, Harbin, 150081, Heilongjiang, China. menghongxue@hrbmu.edu.cn
Department of Pathology, Harbin Medical University Cancer Hospital, No.150 Haping Road, Harbin, 150081, Heilongjiang, China
raw_author_name: Lei Cao
raw_affiliation_strings: Department of Biostatistics, School of Public Health, Harbin Medical University, No.157 Baojian Road, Harbin, 150081, Heilongjiang, China. Jian_Cheung@hrbmu.edu.cn
Department of Biostatistics, School of Public Health, Harbin Medical University, No.157 Baojian Road, Harbin, 150081, Heilongjiang, China
raw_author_name: Peng Han
raw_affiliation_strings: Department of Oncology Surgery, Harbin Medical University Cancer Hospital, No.150 Haping Road, Harbin, 150081, Heilongjiang, China. leospiv@hrbmu.edu.cn
Heilongjiang Cancer Institute, No.150 Haping Road, Harbin, 150081, Heilongjiang, China. leospiv@hrbmu.edu.cn
Heilongjiang Province Key Laboratory of Molecular Oncology, No.150 Haping Road, Harbin, 150081, Heilongjiang, China. leospiv@hrbmu.edu.cn
Heilongjiang Cancer Institute, No.150 Haping Road, Harbin, 150081, Heilongjiang, China