Michael A. Jacobs

Full Professor, Johns Hopkins University

Joined

April 2019

Names

Michael A. Jacobs (Preferred)

Emails

****@mri.jhu.edu (Confirmed)

,

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Full Professor

Johns Hopkins University (jhu.edu)

2000 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

Medical Physics

Present

Radiology

Present

Multiparametric Imaging

Present

Cancer

Present

Radiomics

Present

Deep Learning

Present

Publications

Federated Class-Heterogeneous Report Labeling with Surgical Aggregation
Nikhil Shah, Pranav Kulkarni, Florence Doo, Ang Li, Michael A. Jacobs, Vishwa Sanjay Parekh
- MIDL 2025 Poster
- Readers: Everyone
A collective AI via lifelong learning and sharing at the edge
Andrea Soltoggio, Eseoghene Ben-Iwhiwhu, Vladimir Braverman, ERIC EATON, Benjamin Epstein, Yunhao Ge, Lucy Halperin, JONATHAN P HOW, Laurent Itti, Michael A. Jacobs, Pavan Kantharaju, Long Le, Xinran Liu, Sildomar Monteiro, David Musliner, Saptarshi Nath, Priyadarshini Panda, Christos Peridis, Hamed Pirsiavash, Vishwa Sanjay Parekh et al. (8 additional authors not shown)
- Nature Machine Intelligence
- Readers: Everyone
Towards a Collective Medical Imaging AI: Enabling Continual Learning from Peers
Guangyao Zheng, Vladimir Braverman, Jeffrey Leal, Steven Rowe, Doris Leung, Michael A. Jacobs, Vishwa Sanjay Parekh
- MIDL 2024 Poster
- Readers: Everyone
Asynchronous Decentralized Federated Lifelong Learning for Landmark Localization in Medical Imaging
Guangyao Zheng, Michael A. Jacobs, Vladimir Braverman, Vishwa Sanjay Parekh
- Published: 25 Jun 2023, Last Modified: 21 Jul 2023
- FL4Data-Mining Poster
- Readers: Everyone
Selective experience replay compression using coresets for lifelong deep reinforcement learning in medical imaging
Guangyao Zheng, Samson Zhou, Vladimir Braverman, Michael A. Jacobs, Vishwa Sanjay Parekh
- Published: 04 Apr 2023, Last Modified: 14 Apr 2023
- MIDL 2023 Poster
- Readers: Everyone

Co-Authors

View all 35 co-authors