首页> Scientific reports> A machine learning pipeline revealing heterogeneous responses to drug perturbations on vascular smooth muscle cell spheroid morphology and formation.

A machine learning pipeline revealing heterogeneous responses to drug perturbations on vascular smooth muscle cell spheroid morphology and formation.

导出 LinkOut

翻译打印收藏纠错

第一作者： Kalyanaraman,Vaidyanathan

第一单位： Department of Pathology and Anatomical Sciences, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, NY, 14203, USA.

作者： Kalyanaraman,Vaidyanathan ^[1] ; Chuangqi,Wang ^[2] ; Amanda,Krajnik ^[1] ; Yudong,Yu ^[2] ; Moses,Choi ^[2] ; Bolun,Lin ^[3] ; Junbong,Jang ^[4] ; Su-Jin,Heo ^[5] ; John,Kolega ^[1] ; Kwonmoo,Lee ^[6] ; Yongho,Bae ^[7]

作者单位： Department of Pathology and Anatomical Sciences, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, NY, 14203, USA. ^[1] Department of Biomedical Engineering, Worcester Polytechnic Institute, Worcester, MA, 01609, USA. ^[2] Department of Computer Science, Worcester Polytechnic Institute, Worcester, MA, 01609, USA. ^[3] Vascular Biology Program, Boston Children's Hospital, Boston, MA, 02115, USA. ^[4] Department of Orthopedic Surgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA. ^[5] Department of Biomedical Engineering, Worcester Polytechnic Institute, Worcester, MA, 01609, USA. kwonmoo.lee@childrens.harvard.edu.;Vascular Biology Program, Boston Children's Hospital, Boston, MA, 02115, USA. kwonmoo.lee@childrens.harvard.edu.;Department of Surgery, Harvard Medical School, Boston, MA, 02115, USA. kwonmoo.lee@childrens.harvard.edu. ^[6] Department of Pathology and Anatomical Sciences, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, NY, 14203, USA. yonghoba@buffalo.edu. ^[7]