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

scDecorr: feature decorrelation based representation learning enables self-supervised alignment of multiple single-cell experiments

scDecorr:基于特征去相关的表征学习实现了多个单细胞实验的自监督对齐。

Sanyal, Ritabrata; Xu, Yang; Kim, Hyojin; Kramann, Rafael; Hayat, Sikander

Multimodal single-cell profiling reveals crosstalk between macrophages and stromal cells in poor prognostic cholangiocarcinoma patients

多模态单细胞分析揭示了预后不良的胆管癌患者中巨噬细胞和基质细胞之间的相互作用

Heij, Lara; Hayat, Sikander; Reichel, Konrad; Maryam, Sidrah; O'Rourke, Colm J; Tan, Xiuxiang; van den Braber, Marlous; Verhoeff, Jan; Halder, Maurice; Peisker, Fabian; Wiltberger, Georg; Bednarsch, Jan; Heise, Daniel; Deierl, Julia Campello; Lang, Sven A; Ulmer, Florian; Luedde, Tom; Dahl, Edgar; Jonigk, Danny; Nolting, Jochen; Sivakumar, Shivan; Siveke, Jens; Vondran, Florian; Rocha, Flavio G; Baba, Hideo A; Hartmann, Sylvia; Andersen, Jesper B; Hobloss, Zaynab; Ghallab, Ahmed; Hengstler, Jan G; Vallejo, Juan J Garcia; Kramann, Rafael; Neumann, Ulf

SwarmMAP: swarm learning for decentralized cell type annotation in single cell sequencing data

SwarmMAP:用于单细胞测序数据中去中心化细胞类型注释的群体学习

Saldanha, Oliver Lester; Goepp, Vivien; Pfeiffer, Kevin; Kim, Hyojin; Zhu, Jie Fu; Kramann, Rafael; Hayat, Sikander; Kather, Jakob Nikolas

RFX3 is essential for the generation of functional human pancreatic islets from stem cells

RFX3对于干细胞生成功能性人胰岛至关重要

Memon, Bushra; Aldous, Noura; Elsayed, Ahmed K; Ijaz, Sadaf; Hayat, Sikander; Abdelalim, Essam M

GraphComm predicts cell cell communication using a graph based deep learning method in single cell RNA sequencing data

GraphComm利用基于图的深度学习方法,在单细胞RNA测序数据中预测细胞间通讯。

So, Emily; Hayat, Sikander; Nair, Sisira Kadambat; Wang, Bo; Haibe-Kains, Benjamin

Prospective Evaluation of Structure-Based Simulations Reveal Their Ability to Predict the Impact of Kinase Mutations on Inhibitor Binding

前瞻性评估基于结构的模拟揭示了其预测激酶突变对抑制剂结合影响的能力

Singh, Sukrit; Gapsys, Vytautas; Aldeghi, Matteo; Schaller, David; Rangwala, Aziz M; White, Jessica B; Bluck, Joseph P; Scheen, Jenke; Glass, William G; Guo, Jiaye; Hayat, Sikander; de Groot, Bert L; Volkamer, Andrea; Christ, Clara D; Seeliger, Markus A; Chodera, John D

SwarmMAP: Swarm Learning for Decentralized Cell Type Annotation in Single Cell Sequencing Data

SwarmMAP:基于群体学习的单细胞测序数据去中心化细胞类型注释

Saldanha, Oliver Lester; Goepp, Vivien; Pfeiffer, Kevin; Kim, Hyojin; Zhu, Jie Fu; Kramann, Rafael; Hayat, Sikander; Kather, Jakob Nikolas

Prospective evaluation of structure-based simulations reveal their ability to predict the impact of kinase mutations on inhibitor binding

对基于结构的模拟的前瞻性评估表明,它们能够预测激酶突变对抑制剂结合的影响。

Singh, Sukrit; Gapsys, Vytautas; Aldeghi, Matteo; Schaller, David; Rangwala, Aziz M; White, Jessica B; Bluck, Joseph P; Scheen, Jenke; Glass, William G; Guo, Jiaye; Hayat, Sikander; de Groot, Bert L; Volkamer, Andrea; Christ, Clara D; Seeliger, Markus A; Chodera, John D

Resistin-like molecule γ attacks cardiomyocyte membranes and promotes ventricular tachycardia

抵抗素样分子γ攻击心肌细胞膜并促进室性心动过速

Kumowski, Nina; Pabel, Steffen; Grune, Jana; Momin, Noor; Ninh, Van K; Stengel, Laura; Mentkowski, Kyle I; Iwamoto, Yoshiko; Zheng, Yi; Lee, I-Hsiu; Matthias, Jessica; Wirth, Jan O; Pulous, Fadi E; Seung, Hana; Paccalet, Alexandre; Muse, Charlotte G; Ting, Kenneth K Y; Delgado, Paul; Lewis, Andrew J M; Kaushal, Vaishali; Kreso, Antonia; Brown, Dennis; Hayat, Sikander; Kramann, Rafael; Swirski, Filip K; Naxerova, Kamila; Propheter, Daniel C; Hooper, Lora V; Moskowitz, Michael A; King, Kevin R; Rosenthal, Nadia; Hulsmans, Maarten; Nahrendorf, Matthias

Targeting immune-fibroblast cell communication in heart failure.

靶向治疗心力衰竭中的免疫成纤维细胞通讯

Amrute Junedh M, Luo Xin, Penna Vinay, Yang Steven, Yamawaki Tracy, Hayat Sikander, Bredemeyer Andrea, Jung In-Hyuk, Kadyrov Farid F, Heo Gyu Seong, Venkatesan Rajiu, Shi Sally Yu, Parvathaneni Alekhya, Koenig Andrew L, Kuppe Christoph, Baker Candice, Luehmann Hannah, Jones Cameran, Kopecky Benjamin, Zeng Xue, Bleckwehl Tore, Ma Pan, Lee Paul, Terada Yuriko, Fu Angela, Furtado Milena, Kreisel Daniel, Kovacs Atilla, Stitziel Nathan O, Jackson Simon, Li Chi-Ming, Liu Yongjian, Rosenthal Nadia A, Kramann Rafael, Ason Brandon, Lavine Kory J