日期 影响因子
日期:
2020 年 — 2026 年
2020
2021
2022
2023
2024
2025
2026
影响因子:
–

GDSim: accurate simulation for single-cell transcriptomes based on the guided diffusion model

GDSim：基于引导扩散模型的单细胞转录组精确模拟

期刊:Briefings in Bioinformatics
影响因子:7.7
doi:10.1093/bib/bbag163
Wang, Tao; Dong, Heyan; Zhao, Hui; Zhen, Peimeng; Wang, Yongtian; Shang, Xuequn; Peng, Jiajie; Xiao, Bing; Chen, Jing
细胞生物学
单细胞
发表日期：2026
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STGNET: extending panel coverage in imaging-based spatial transcriptomics using deep generative adversarial networks

STGNET：利用深度生成对抗网络扩展基于成像的空间转录组学中的面板覆盖范围

期刊:Briefings in Bioinformatics
影响因子:7.7
doi:10.1093/bib/bbag122
Wang, Tao; Wang, Bingtao; Shu, Han; Zhen, Peimeng; Hu, Jialu; Wang, Yongtian; Peng, Jiajie; Shang, Xuequn; Wu, Zhiyuan; Xiao, Bing; Chen, Jing
发表日期：2026
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Enhancing cell subpopulation discovery in cancer by integrating single-cell transcriptome and expressed variants

通过整合单细胞转录组和表达变异体来增强癌症细胞亚群的发现

期刊:Fundamental Research
影响因子:6.3
doi:10.1016/j.fmre.2025.01.001
Wang, Tao; Mai, Duoduo; Shu, Han; Hu, Jialu; Wang, Yongtian; Peng, Jiajie; Chen, Jing; Shang, Xuequn
细胞生物学
肿瘤
肿瘤免疫
单细胞
发表日期：2026
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Knowledge-graph-enhanced multi-scale modeling for drug-drug interaction prediction

基于知识图谱的多尺度建模用于药物相互作用预测

期刊:Molecular Therapy-Nucleic Acids
影响因子:6.1
doi:10.1016/j.omtn.2026.102855
Chen, Jing; Deng, Qiang; Zhen, Peimeng; Hu, Jialu; Wang, Yongtian; Peng, Jiajie; You, Zhuhong; Shang, Xuequn; Zhang, Xu; Wang, Tao
发表日期：2026
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HiGLDP: a hierarchical graph neural network for predicting lncRNA-disease associations through multi-omic integration

HiGLDP：一种通过多组学整合预测lncRNA-疾病关联的分层图神经网络

期刊:BMC Biology
影响因子:4.5
doi:10.1186/s12915-026-02557-z
Wang, Yongtian; Wang, Zhiyuan; Wang, Tao; Hu, Jialu; You, Zhuhong; Peng, Jiajie
lncRNA
发表日期：2026
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Letter to the Editor on AI-Based Segmentation of Cemento-Osseous Dysplasias

致编辑的信：关于基于人工智能的骨水泥骨发育不良分割

期刊:International Dental Journal
影响因子:3.7
doi:10.1016/j.identj.2026.109457
Peng, Jiajie; Cheng, Gang
发育与干细胞
发表日期：2026
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A case report of acute pyelonephritis secondary to maxillary sinusitis caused by implant displacement

种植体移位导致上颌窦炎并继发急性肾盂肾炎的病例报告

期刊:BMC Oral Health
影响因子:3.1
doi:10.1186/s12903-026-07915-5
Peng, Jiajie; Lyu, Yu'an; Mou, Kehao; Cheng, Gang
肾炎
发表日期：2026
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stSCI: A multi-task learning framework for integrative analysis of single-cell and spatial transcriptomics data

stSCI：用于单细胞和空间转录组学数据整合分析的多任务学习框架

期刊:
影响因子:
doi:10.1016/j.xinn.2025.101220
Shu, Han; Chen, Jing; Hu, Jialu; Zhang, Ruifen; Wang, Yongtian; Peng, Jiajie; Xu, Dan; Shang, Xuequn; Yuan, Zhiyuan; Wang, Tao
细胞生物学
单细胞
发表日期：2026
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Identifying potential risk genes for clear cell renal cell carcinoma with deep reinforcement learning.

利用深度强化学习识别透明细胞肾细胞癌的潜在风险基因

期刊:Nature Communications
影响因子:15.7
doi:10.1038/s41467-025-58439-5
Lu Dazhi, Zheng Yan, Yi Xianyanling, Hao Jianye, Zeng Xi, Han Lu, Li Zhigang, Jiao Shaoqing, Jiang Bei, Ai Jianzhong, Peng Jiajie
细胞生物学
肿瘤免疫
发表日期：2025
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A Multi-Property Optimizing Generative Adversarial Network for de novo Antimicrobial Peptide Design

一种用于从头抗菌肽设计的多属性优化生成对抗网络

期刊:Advanced Science
影响因子:14.1
doi:10.1002/advs.202503443
Liu, Jiaming; Cui, Tao; Wang, Tao; Lin, Lishan; Zeng, Xi; Lu, Dazhi; Jiao, Shaoqing; Wang, Jun; Li, Xiaoyan; Xiao, Shuyuan; Xie, Dongna; Wang, Xuecheng; Wang, Yongtian; Shang, Xuequn; Niu, Yinbo; Wei, Zhongyu; Peng, Jiajie
发表日期：2025
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