A pathology-attention multi-instance learning framework for multimodal classification of colorectal lesions.
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| Title: | A pathology-attention multi-instance learning framework for multimodal classification of colorectal lesions. |
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| Authors: | Fu F; Department of Life and Health, Shenzhen International Graduate School, Tsinghua University, Shenzhen, Guangdong, China., Zhang X; Department of Pathology, Liuzhou People's Hospital Affiliated to Guangxi Medical University, Liuzhou, Guangxi, China., Wang Z; Department of Statistics and Data Science, Washington University in St. Louis, St. Louis, MO, United States., Xie L; Department of Pathology, Liuzhou People's Hospital Affiliated to Guangxi Medical University, Liuzhou, Guangxi, China., Fu M; Department of Life and Health, Shenzhen International Graduate School, Tsinghua University, Shenzhen, Guangdong, China., Peng J; Department of Life and Health, Shenzhen International Graduate School, Tsinghua University, Shenzhen, Guangdong, China., Wu J; State Key Laboratory of Cancer Biology, Department of Pathology, Xijing Hospital and School of Basic Medicine, Fourth Military Medical University, Xi'an, China., Wang Z; State Key Laboratory of Cancer Biology, Department of Pathology, Xijing Hospital and School of Basic Medicine, Fourth Military Medical University, Xi'an, China., Guan T; Department of Life and Health, Shenzhen International Graduate School, Tsinghua University, Shenzhen, Guangdong, China., He Y; Department of Life and Health, Shenzhen International Graduate School, Tsinghua University, Shenzhen, Guangdong, China., Lin JS; Department of Life and Health, Shenzhen International Graduate School, Tsinghua University, Shenzhen, Guangdong, China., Zhu L; Department of Life and Health, Shenzhen International Graduate School, Tsinghua University, Shenzhen, Guangdong, China., Dai W; Department of Pathology, Liuzhou People's Hospital Affiliated to Guangxi Medical University, Liuzhou, Guangxi, China. |
| Source: | Frontiers in pharmacology [Front Pharmacol] 2025 Jun 06; Vol. 16, pp. 1592950. Date of Electronic Publication: 2025 Jun 06 (Print Publication: 2025). |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Frontiers Media] Country of Publication: Switzerland NLM ID: 101548923 Publication Model: eCollection Cited Medium: Print ISSN: 1663-9812 (Print) Linking ISSN: 16639812 NLM ISO Abbreviation: Front Pharmacol Subsets: PubMed not MEDLINE |
| Database: | MEDLINE Ultimate |
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| ISSN: | 1663-9812 |
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| DOI: | 10.3389/fphar.2025.1592950 |
