MuCST: restoring and integrating heterogeneous morphology images and spatial transcriptomics data with contrastive learning by Yu Wang, Zaiyi Liu, Xiaoke Ma

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From digitized whole‐slide histology images to biomarker discovery: A protocol for handcrafted feature analysis in brain cancer pathology by Xuanjun Lu, Yawen Ying, Jing Chen, Zhiyang Chen, Yuxin Wu, Prateek Prasanna, Xin Chen, Mingli Jing, Zaiyi Liu, Cheng Lu

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Impaired glymphatic function contributes to high-frequency attacks in patients with episodic migraine by Xin Cai, Wei Sun, Mengfei Cai, Dawei Li, Zhenzhen Chen, Hao Li, Bo Yuan, Yan Li, Zaiyi Liu, Yuhu Zhang

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AutoLDP: An accurate and efficient artificial intelligence-based tool for automatic labeling of digital pathology by Yingnan Zhao, Huifen Ye, Jing Yang, Su Yao, Maohua Lv, Zhihong Chen, Yunrui Ye, Qingru Hu, Cheng Lu, Zaiyi Liu, Ke Zhao, Zhihua Chen

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Immunophenotype-guided interpretable radiomics model for predicting neoadjuvant anti-PD-1 response in stage III–IV d-MMR/MSI-H colorectal cancer by Xuan Zhang, Zhenhui Li, Yiwen Zhang, Yanli Li, Xi Zhong, Wenjing Jiang, Xiaobo Chen, Zaiyi Liu, Liebin Huang, Caixia Zhang, Lizhu Liu, Ruimin You, Xiaoping Yi

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Prognostic and predictive values of a multimodal nomogram incorporating tumor and peritumor morphology with immune status in resectable lung adenocarcinoma by Xin Chen, Wei Zhao, Jun Liu, Junjie Hua, Yumeng Wang, Huan Lin, Mingwei Chen, Zaiyi Liu, Shiwei Luo, Yanting Liang, LiXu Yan, Deqing Hong, Xipeng Pan

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Detecting white adipose tissue browning in mice with in vivo R2∗ mapping at 9.4T MRI by Qiaoling Zhong, Hongsheng Liu, Yanqiu Feng, Xiuwei Jiao, Yuanbo Yang, Daming Zhang, Qian Wang, Zoheb Ahasan, Andrew Z. Li, Chong Wee Liew, Zimeng Cai, Zaiyi Liu, Kejia Cai

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Multimodal data integration for biologically-relevant artificial intelligence to guide adjuvant chemotherapy in stage II colorectal cancerResearch in context by Chenyi Xie, Ziyu Ning, Ting Guo, Lisha Yao, Xiaobo Chen, Wanghong Huang, Suyun Li, Jiahui Chen, Ke Zhao, Xiuwu Bian, Zhenhui Li, Yanqi Huang, Changhong Liang, Qingling Zhang, Zaiyi Liu

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Association of Perioperative Skeletal Muscle Index Change With Outcome in Colorectal Cancer Patients by Zhenhui Li, Guanghong Yan, Mengmei Liu, Yanli Li, Lizhu Liu, Ruimin You, Xianshuo Cheng, Caixia Zhang, Qingwan Li, Zhaojuan Jiang, Jinqiu Ruan, Yingying Ding, Wenliang Li, Dingyun You, Zaiyi Liu

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Multimodal prediction based on ultrasound for response to neoadjuvant chemotherapy in triple negative breast cancer by Maohua Lyu, Shouheng Yi, Chunyan Li, Yu Xie, Yu Liu, Zeyan Xu, Zhitao Wei, Huan Lin, Yunlin Zheng, Chunwang Huang, Xi Lin, Zaiyi Liu, Shufang Pei, Biao Huang, Zhenwei Shi

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Early warning and stratification of the elderly cardiopulmonary dysfunction-related diseases: multicentre prospective study protocol by Ping Wang, Min Zhou, Li Fan, Yi Xia, Ziwei Zhang, Zhiping Guo, Zaiyi Liu, Yang Hou, Xiuxiu Zhou, Qianxi Jin, Yu Guan, Chuanchang Li, Yongping Bai, Wei-Hua Liao, Hongyu Lin, Shiyuan Liu

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Correction: Artificial intelligence for quantifying immune infiltrates interacting with stroma in colorectal cancer by Jing Yang, Huifen Ye, Xinjuan Fan, Yajun Li, Xiaomei Wu, Minning Zhao, Qingru Hu, Yunrui Ye, Lin Wu, Zhenhui Li, Xueli Zhang, Changhong Liang, Yingyi Wang, Yao Xu, Qian Li, Su Yao, Dingyun You, Ke Zhao, Zaiyi Liu

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Temporal evolution of microstructural integrity in cerebellar peduncles in Parkinson’s disease: Stage-specific patterns and dopaminergic correlates by Chentao He, Rui Yang, Siming Rong, Piao Zhang, Xi Chen, Qi Qi, Ziqi Gao, Yan Li, Hao Li, Frank-Erik de Leeuw, Anil M. Tuladhar, Marco Duering, Rick C. Helmich, Rick van der Vliet, Sirwan K.L. Darweesh, Zaiyi Liu, Lijuan Wang, Mengfei Cai, Yuhu Zhang

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