JL
Jiatai Lin
cs.CVeess.IVImage Interpretation, Computer-AssistedDeep LearningImage Processing, Computer-AssistedBrain NeoplasmsComputational pathologyq-bio.QMBreast NeoplasmsColorectal Neoplasms
On Valency
published · living versionsW_btf2nzmd·v1 · currentpublished
RapidMitDet: Boosting Computational Efficiency for Mitosis Detection via Magnification Alignment
with Longfei Wang, Junyu Guo, Chaoqun Chen, Danyi Li +10
1 version
Preprints & journals
22 papers in the corpus · 2021–2026A Magnification Alignment Framework Enables Computation- and Communication-Efficient Computational Pathology.41861284 · Han, Chu, Zhao, Bingchao, Deng, Tianpeng et al.2026 · 0 citationsCancer research. 2026;86(12):3060-3073
Unsupervised single-domain generalization for tissue classification via progressive domain transformation.42096955 · Lin, Jiatai, Li, Qian, Cui, Yanfen et al.2026 · 0 citationsMedical image analysis. 2026;112:104118
FKDNuSeg: Flawless knowledge distillation for lightweight and fast nuclei instance segmentation and classification.42048957 · Zhao, Bingchao, Luo, Jingxin, Lin, Jiatai et al.2026 · 0 citationsMedical image analysis. 2026;112:104089
Shared and distinct dynamic brain activity and functional connectivity variability in patients with isolated craniocervical dystonia.42164951 · Lin, Jiatai, Zhang, Jiana, Yang, Zhengkun et al.2026 · 0 citationsBrain communications. 2026;8(3):fcag122
Molecular alterations prediction in gliomas via an interpretable deep learning model: a multicentre and retrospective study.42115062 · Han, Chu, Li, Danyi, Zhao, Bingchao et al.2026 · 2 citationsThe Lancet. Digital health. 2026;8(4):100977
BRIGHT: A Collaborative Generalist-Specialist Foundation Model for Breast Pathology2603.03030v2 · Xiaojing Guo, Jiatai Lin, Yumian Jia et al.2026 · 0 citationsarXiv
FedBCD: Federated Ultrasound Video and Image Joint Learning for Breast Cancer Diagnosis.40031191 · Deng, Tianpeng, Huang, Chunwang, Cai, Ming et al.2025 · 15 citationsIEEE transactions on medical imaging. 2025;44(6):2395-2407
Towards Computation- and Communication-efficient Computational Pathology2504.02628v2 · Chu Han, Bingchao Zhao, Jiatai Lin et al.2025 · 0 citationsarXiv
A Colorectal Coordinate-Driven Method for Colorectum and Colorectal Cancer Segmentation in Conventional CT Scans.38687670 · Yao, Lisha, Xia, Yingda, Chen, Zhihong et al.2025 · 15 citationsIEEE transactions on neural networks and learning systems. 2025;36(4):7395-7406
Rethinking mitosis detection: Towards diverse data and feature representation for better domain generalization.40049058 · Lin, Jiatai, Wang, Hao, Li, Danyi et al.2025 · 2 citationsArtificial intelligence in medicine. 2025;163:103097
CroMAM: A Cross-Magnification Attention Feature Fusion Model for Predicting Genetic Status and Survival of Gliomas Using Histological Images.39028591 · Guo, Jisen, Xu, Peng, Wu, Yuankui et al.2025 · 6 citationsIEEE journal of biomedical and health informatics. 2024;28(12):7345-7356
FedDBL: Communication and Data Efficient Federated Deep-Broad Learning for Histopathological Tissue Classification.38923486 · Deng, Tianpeng, Huang, Yanqi, Han, Guoqiang et al.2025 · 20 citationsIEEE transactions on cybernetics. 2024;54(12):7851-7864
BroadCAM: Outcome-agnostic Class Activation Mapping for Small-scale Weakly Supervised Applications2309.03509v1 · Jiatai Lin, Guoqiang Han, Xuemiao Xu et al.2023 · 0 citationsarXiv
CKD-TransBTS: Clinical Knowledge-Driven Hybrid Transformer With Modality-Correlated Cross-Attention for Brain Tumor Segmentation.37027751 · Lin, Jianwei, Lin, Jiatai, Lu, Cheng et al.2023 · 227 citationsIEEE transactions on medical imaging. 2023;42(8):2451-2461
Rethinking Mitosis Detection: Towards Diverse Data and Feature Representation2307.05889v1 · Hao Wang, Jiatai Lin, Danyi Li et al.2023 · 1 citationarXiv
HoVer-Trans: Anatomy-Aware HoVer-Transformer for ROI-Free Breast Cancer Diagnosis in Ultrasound Images.37018705 · Mo, Yuhao, Han, Chu, Liu, Yu et al.2023 · 165 citationsIEEE transactions on medical imaging. 2023;42(6):1696-1706
Computerized tumor-infiltrating lymphocytes density score predicts survival of patients with resectable lung adenocarcinoma.36505920 · Pan, Xipeng, Lin, Huan, Han, Chu et al.2022 · 37 citationsiScience. 2022;25(12):105605
PDBL: Improving Histopathological Tissue Classification With Plug-and-Play Pyramidal Deep-Broad Learning.35320093 · Lin, Jiatai, Han, Guoqiang, Pan, Xipeng et al.2022 · 56 citationsIEEE transactions on medical imaging. 2022;41(9):2252-2262
Multi-layer pseudo-supervision for histopathology tissue semantic segmentation using patch-level classification labels.35671591 · Han, Chu, Lin, Jiatai, Mai, Jinhai et al.2022 · 151 citationsMedical image analysis. 2022;80:102487
WSSS4LUAD: Grand Challenge on Weakly-supervised Tissue Semantic Segmentation for Lung Adenocarcinoma2204.06455v2 · Chu Han, Xipeng Pan, Lixu Yan et al.2022 · 27 citationsarXiv
A Standardized Pipeline for Colon Nuclei Identification and Counting Challenge2203.00171v2 · Jijun Cheng, Xipeng Pan, Feihu Hou et al.2022 · 2 citationsarXiv
RestainNet: a self-supervised digital re-stainer for stain normalization2202.13804v1 · Bingchao Zhao, Jiatai Lin, Changhong Liang et al.2022 · 31 citationsarXiv
Career total: 47 works. 22 are in this corpus.
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