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Cell Reports Medicine

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Biology-guided deep learning predicts prognosis and cancer immunotherapy response

Yuming Jiang, Zhicheng Zhang, Wei Wang, +17

Nature Communications

A method for predicting protein complex in dynamic PPI networks

Yijia Zhang, Hongfei Lin, Zhihao Yang, +3

BMC Bioinformatics

Small-Object Sensitive Segmentation Using Across Feature Map Attention

Shengtian Sang, Yuyin Zhou, Md Tauhidul Islam, +1

IEEE Transactions on Pattern Analysis and Machine Intelligence

Convolutional Neural NetworkMachine VisionImage AnalysisMachine LearningSmall/thin Object Segmentation +12

Development and interpretation of a pathomics-driven ensemble model for predicting the response to immunotherapy in gastric cancer

Zhen Han, Zhicheng Zhang, Xianqi Yang, +14

Journal for ImmunoTherapy of Cancer

MKCL: Medical Knowledge with Contrastive Learning model for radiology report generation

Xiaodi Hou, Zhi Liu, Xiaobo Li, +3

Journal of Biomedical Informatics

Radiology Report GenerationKnowledge RepresentationEngineeringDiagnostic ImagingData Science +11

Supervised Learning Based Hypothesis Generation from Biomedical Literature

Shengtian Sang, Zhihao Yang, Zongyao Li, +1

BioMed Research International

EngineeringMachine LearningCorpus LinguisticsText MiningNatural Language Processing +15

Relation path feature embedding based convolutional neural network method for drug discovery

Di Zhao, Jian Wang, Shengtian Sang, +3

BMC Medical Informatics and Decision Making

Geometric resistant polar quaternion discrete Fourier transform and its application in color image zero-hiding

Chunpeng Wang, Bin Ma, Zhiqiu Xia, +4

ISA Transactions

Color Image Zero-hiding

Learning From Past Respiratory Infections to Predict COVID-19 Outcomes: Retrospective Study

Shengtian Sang, Ran Sun, Jean Coquet, +3

Journal of Medical Internet Research