This profile is built from public research funding records (CIHR, NSERC and SSHRC) and PubMed. We have not imported them from a University of Manitoba directory, so their courses may be missing. Find their university profile.
Research
Latest papers
Not Fully Synthetic: LLM-based Hybrid Approaches Towards Privacy-Preserving Clinical Note Sharing.
AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science · 2025 · senior author
Robust privacy amidst innovation with large language models through a critical assessment of the risks.
Journal of the American Medical Informatics Association : JAMIA · 2025
De-identification is not enough: a comparison between de-identified and synthetic clinical notes.
Scientific reports · 2024
Latest funding
- $25,000
Synthetic Clinical Narratives: A Potential Tool for Progressing Healthcare Research Amid Privacy Regulations
NSERC · 2024 · Principal investigator
- $72,000
Private Distributed Analytics Platform for Health Data
NSERC · 2022 · Principal investigator
- $161,000
Privacy-Preserving Biomedical Data Sharing
NSERC · 2015 · Principal investigator
18 publications.
Not Fully Synthetic: LLM-based Hybrid Approaches Towards Privacy-Preserving Clinical Note Sharing.
Rahman Sarkar A, Chuang YS, Jiang X, Mohammed N
Robust privacy amidst innovation with large language models through a critical assessment of the risks.
Chuang YS, Sarkar AR, Hsu YC, Mohammed N, Jiang X
De-identification is not enough: a comparison between de-identified and synthetic clinical notes.
Sarkar AR, Chuang YS, Mohammed N, Jiang X
Federated learning algorithms for generalized mixed-effects model (GLMM) on horizontally partitioned data from distributed sources.
Li W, Tong J, Anjum MM, Mohammed N, Chen Y, Jiang X
Generalized genomic data sharing for differentially private federated learning.
Aziz MMA, Anjum MM, Mohammed N, Jiang X
Differential Private Deep Learning Models for Analyzing Breast Cancer Omics Data.
Islam MM, Mohammed N, Wang Y, Hu P
Parallel and private generalized suffix tree construction and query on genomic data.
Al Aziz MM, Thulasiraman P, Mohammed N
Privacy preserving collaborative learning of generalized linear mixed model.
Anjum MM, Mohammed N, Li W, Jiang X
De-identification of electronic health record using neural network.
Ahmed T, Aziz MMA, Mohammed N
A privacy-preserving distributed filtering framework for NLP artifacts.
Sadat MN, Aziz MMA, Mohammed N, Pakhomov S, Liu H, Jiang X
Synthetic Clinical Narratives: A Potential Tool for Progressing Healthcare Research Amid Privacy Regulations
Principal investigators: Mohammed, Noman N
Keywords: data privacy and security; health data; private data sharing; synthetic clinical notes
Private Distributed Analytics Platform for Health Data
Principal investigators: Mohammed, Noman
Keywords: data privacy and security; private data sharing and analysis; secure computation; data mining; health data
Privacy-Preserving Biomedical Data Sharing
Principal investigators: Mohammed, Noman
From CIHR, NSERC and SSHRC funding decisions: CIHR since 2008, NSERC since 1991 and SSHRC since 1998, including their latest published competition results.
Frequent collaborators
- Pingzhao Hu and Yang Wang: 4 shared papers
- Pingzhao Hu and Parimala Thulasiraman: 1 shared paper
- Pingzhao Hu and Noman Mohammed: 1 shared paper
- Parimala Thulasiraman and Noman Mohammed: 1 shared paper
- Yang Wang and Noman Mohammed: 1 shared paper
- Computer Science
- Biostatistics Division
Co-authors at University of Manitoba, colored by department. Thicker lines mean more shared papers; select anyone to open their profile and their own map.
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