Personal information

Verified email domains

machine learning, medical imaging
United States

Activities

Employment (1)

Icahn School of Medicine at Mount Sinai BioMedical Engineering and Imaging Institute: New York, NY, US

Employment
Source: Self-asserted source
Alexander Zhou

Education and qualifications (2)

Icahn School of Medicine at Mount Sinai: New York, New York, US

2022-08 to 2026-05 | MD
Education
Source: Self-asserted source
Alexander Zhou

University of Pennsylvania: Philadelphia, Pennsylvania, US

2016-08 to 2020-05 | BA, MS
Education
Source: Self-asserted source
Alexander Zhou

Professional activities (1)

Radiological Society of North America: Oak Brook, US

2023-05 | 2023 Medical Student Research Grant
Distinction
Source: Self-asserted source
Alexander Zhou

Works (6)

MRAnnotator: multi-anatomy and many-sequence MRI segmentation of 44 structures

Radiology Advances
2025-01-14 | Journal article
Contributors: Alexander Zhou; Zelong Liu; Andrew Tieu; Nikhil Patel; Sean Sun; Anthony Yang; Peter Choi; Hao-Chih Lee; Mickael Tordjman; Louisa Deyer et al.
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

VIS-MAE: An Efficient Self-supervised Learning Approach on Medical Image Segmentation and Classification

Machine Learning in Medical Imaging. MLMI 2024. Lecture Notes in Computer Science, vol 15242.
2024-10-23 | Book chapter
Part of ISBN: 9783031732928
Part of ISBN: 9783031732904
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Contributors: Zelong Liu; Andrew Tieu; Nikhil Patel; George Soultanidis; Louisa Deyer; Ying Wang; Sean Huver; Alexander Zhou; Yunhao Mei; Zahi A. Fayad et al.
Source: Self-asserted source
Alexander Zhou
grade
Preferred source (of 2)‎

The Role of Artificial Intelligence in the Identification and Evaluation of Bone Fractures

Bioengineering
2024-03 | Journal article | Author
Contributors: Andrew Tieu; Ezriel Kroen; Yonaton Kadish; Zelong Liu; Nikhil Patel; Alexander Zhou; Alara Yilmaz; Stephanie Lee; Timothy Deyer
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

A review of self‐supervised, generative, and few‐shot deep learning methods for data‐limited magnetic resonance imaging segmentation

NMR in Biomedicine
2024-03-24 | Journal article
Part of ISSN: 0952-3480
Part of ISSN: 1099-1492
Contributors: Zelong Liu; Komal Kainth; Alexander Zhou; Timothy W. Deyer; Zahi A. Fayad; Hayit Greenspan; Xueyan Mei
Source: Self-asserted source
Alexander Zhou

RadImageGAN -- A Multi-modal Dataset-Scale Generative AI for Medical Imaging

2023-12-10 | Preprint
Contributors: Zelong Liu; Alexander Zhou; Arnold Yang; Alara Yilmaz; Maxwell Yoo; Mikey Sullivan; Catherine Zhang; James Grant; Daiqing Li; Zahi A. Fayad et al.
Source: Self-asserted source
Alexander Zhou

Deep Learning for Automated Measurement of Patellofemoral Anatomic Landmarks

Bioengineering
2023-07-08 | Journal article
Contributors: Zelong Liu; Alexander Zhou; Valentin Fauveau; Justine Lee; Philip Marcadis; Zahi Fayad; Jimmy Chan; James Gladstone; Xueyan Mei; Mingqian Huang
Source: check_circle
Crossref
grade
Preferred source (of 2)‎