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

Robust characterization and interpretation of rare pathogenic cell populations from spatial omics using GARDEN

利用 GARDEN 技术从空间组学中对罕见致病细胞群进行稳健的表征和解释

Zhang, Xinming; Yu, Zhuohan; Hao, Gaoyang; Yao, Qi; Hu, Yanmei; Wang, Fuzhou; Chen, Xingjian; Liu, Linjing; Wong, Ka-Chun; Li, Xiangtao

Aligned cross-modal integration and regulatory heterogeneity characterization of single-cell multiomic data with deep contrastive learning

利用深度对比学习对单细胞多组学数据进行对齐的跨模态整合和调控异质性表征

Cheng, Yue; Su, Yanchi; Fan, Yi; Yang, Yuning; Chen, Xingjian; Wang, Fuzhou; Wong, Ka-Chun; Li, Xiangtao

Orthogonal disentanglement of single-cell multi-omics reveals private and shared drivers of tissue development and pathogenesis

单细胞多组学正交解耦揭示组织发育和发病机制的私有和共享驱动因素

Fan, Yi; Su, Yanchi; Hao, Gaoyang; Wang, Fuzhou; Chen, Xingjian; Wong, Ka-Chun; Li, Xiangtao

Olfactory Decline in Elderly at High Altitudes: A Narrative Review

高海拔地区老年人嗅觉衰退:叙述性综述

Chen, Xingjian; Guo, Yufen

Topological identification and interpretation for single-cell epigenetic regulation elucidation in multi-tasks using scAGDE

利用scAGDE进行多任务单细胞表观遗传调控的拓扑识别和解释

Hao, Gaoyang; Fan, Yi; Yu, Zhuohan; Su, Yanchi; Zhu, Haoran; Wang, Fuzhou; Chen, Xingjian; Yang, Yuning; Wang, Guohua; Wong, Ka-Chun; Li, Xiangtao

Accurate Spatial Heterogeneity Dissection and Gene Regulation Interpretation for Spatial Transcriptomics using Dual Graph Contrastive Learning

利用双图对比学习进行精确的空间异质性解析和基因调控解释,以应用于空间转录组学

Yu, Zhuohan; Yang, Yuning; Chen, Xingjian; Wong, Ka-Chun; Zhang, Zhaolei; Zhao, Yuming; Li, Xiangtao

scOTM: A Deep Learning Framework for Predicting Single-Cell Perturbation Responses with Large Language Models

scOTM:一种利用大型语言模型预测单细胞扰动响应的深度学习框架

Wang, Yuchen; Lu, Tianchi; Chen, Xingjian; Yao, Zhongyu; Wong, Ka-Chun

Inference of single cell profiles from histology stains with the Single Cell omics from Histology Analysis Framework (SCHAF)

利用组织学单细胞组学分析框架(SCHAF)从组织学染色中推断单细胞特征

Comiter, Charles; Chen, Xingjian; Vaishnav, Eeshit Dhaval; Kobayashi-Kirschvink, Koseki J; Ciampricotti, Metamia; Zhang, Ke; Murray, Jason; Monticolo, Francesco; Qi, Jianhuan; Tanaka, Ryota; Brodowska, Sonia E; Li, Bo; Yang, Yiming; Rodig, Scott J; Karatza, Angeliki; Villalonga, Alvaro Quintanal; Turner, Madison; Pfaff, Kathleen L; Jané-Valbuena, Judit; Slyper, Michal; Waldman, Julia; Vigneau, Sebastian; Wu, Jingyi; Blosser, Timothy R; Segerstolpe, Åsa; Abravanel, Daniel L; Wagle, Nikhil; Demehri, Shadmehr; Zhuang, Xiaowei; Rudin, Charles M; Klughammer, Johanna; Rozenblatt-Rosen, Orit; Stultz, Collin M; Shu, Jian; Regev, Aviv

VIP-OT: Dissecting Single-Cell Biochemical State Dynamics under Perturbation via Vibrational Painting and Optimal Transport

VIP-OT:通过振动绘画和最优传输技术解析扰动下单细胞生化状态动力学

Li, Xuemeng; Stark, Stefan G; Liu, Xinwen; Wei, Mian; Zhao, Zhilun; Qi, Jianhuan; Chen, Xingjian; Dang, Thai Nam Son; Wu, Yinghan; Zhang, Ke; Min, Wei; Shu, Jian

RamanOmics Decodes Spatial Vibrational-Molecular Architecture and Rewiring in Aging and Repair

拉曼组学揭示衰老和修复过程中的空间振动分子结构及其重塑

Zhang, Ke; Chen, Xingjian; Monticolo, Francesco; Sorrentino, Salvatore; Huang, Haochun; Callahan, Claire; Qiao, Yueqing; Zhou, Judy; Brodowska, Sonia; Sapantzi, Styliani; Qi, Jianhuan; Wu, Yinghan; Dang, Thai Nam Son; Viggiani, Francesca; Ho, Chia-Kang; Xu, Yanxin; Kobayashi-Kirschvink, Koseki J; Mung, Thang; Phatnani, Hemali; Dou, Zhixun; Kang, Jeon Woong; So, Peter T C; Shu, Jian