Noman Mohammed - Publications, H-index & Citations

Noman Mohammed

university of manitoba

27H指数

118论文数

3.5K被引数

收录论文 24

发表时间

Keeping it real: a hybrid approach combining de-identification and synthetic text generation for privacy preserving clinical data sharing 保持真实：一种结合去标识化和合成文本生成以保护隐私的临床数据共享的混合方法

BMC Medical Informatics and Decision Making

IF3.8

2026-09-15

OAAI

Atiquer Rahman Sarkar; Yao-Shun Chuang; Fatima Jahan Sarmin; Xiaoqian Jiang; Noman Mohammed

Assessment of differentially private fine-tuning of large language models for synthetic clinical note generation 差分隐私微调的大语言模型在合成临床笔记生成中的评估

Intelligent Systems with Applications

IF4.3

2026-05-01

PREAI

Sarkar, Atiquer Rahman; Sarmin, Fatima Jahan; Mouheb, Djedjiga; Fung, Benjamin C. M.; Mohammed, Noman

Robust privacy amidst innovation with large language models through a critical assessment of the risks 在大型语言模型创新背景下，通过关键风险评估实现稳健隐私保护

JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

IF4.6

2025-03-20

PREAI

Chuang, Yao-Shun; Sarkar, Atiquer Rahman; Hsu, Yu-Chun; Mohammed, Noman

De-identification is not enough: a comparison between de-identified and synthetic clinical notes

SCIENTIFIC REPORTS

IF3.9

2024-11-29

OAAI

Sarkar, Atiquer Rahman; Chuang, Yao-Shun; Mohammed, Noman; Jiang, Xiaoqian

Federated learning algorithms for generalized mixed-effects model (GLMM) on horizontally partitioned data from distributed sources 用于来自分布式源的水平分区数据的广义混合效应模型 (GLMM) 的联邦学习算法

BMC MEDICAL INFORMATICS AND DECISION MAKING

IF3.8

2022-10-16

OAAI

Li, Wentao; Tong, Jiayi; Anjum, Md Monowar; Mohammed, Noman; Chen, Yong; Jiang, Xiaoqian

Generalized genomic data sharing for differentially private federated learning 用于差异私有联合学习的广义基因组数据共享

JOURNAL OF BIOMEDICAL INFORMATICS

IF4.5

2022-08-01

OAAI

Al Aziz, Md Momin; Anjum, Md Monowar; Mohammed, Noman; Jiang, Xiaoqian

Differential Private Deep Learning Models for Analyzing Breast Cancer Omics Data

FRONTIERS IN ONCOLOGY

IF3.3

2022-06-23

OAAI

Islam, Md. Mohaiminul; Mohammed, Noman; Wang, Yang; Hu, Pingzhao

Privacy preserving collaborative learning of generalized linear mixed model

JOURNAL OF BIOMEDICAL INFORMATICS

IF4.5

2022-03-01

OAAI

Anjum, Md Monowar; Mohammed, Noman; Li, Wentao; Jiang, Xiaoqian

De-identification of electronic health record using neural network

SCIENTIFIC REPORTS

IF3.9

2020-10-29

OAAI

Ahmed, Tanbir; Al Aziz, Md Momin; Mohammed, Noman

Nearest neighbour search over encrypted data using intel SGX

JOURNAL OF INFORMATION SECURITY AND APPLICATIONS

IF3.7

2020-10-01

PREAI

Ahmed, Kazi Wasif; Al Aziz, Md Momin; Sadat, Md Nazmus; Alhadidi, Dima; Mohammed, Noman

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS

IF6.8

2019-11-01

PREAI

Mahdi, Md Safiur Rahman; Al Aziz, Md Momin; Alhadidi, Dima; Mohammed, Noman

A privacy-preserving distributed filtering framework for NLP artifacts

BMC MEDICAL INFORMATICS AND DECISION MAKING

IF3.8

2019-09-07

OAAI

Sadat, Md Nazmus; Aziz, Md Momin Al; Mohammed, Noman; Pakhomov, Serguei; Liu, Hongfang; Jiang, Xiaoqian

SAFETY: Secure gwAs in Federated Environment through a hYbrid Solution

IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS

IF3.4

2019-01-01

OAAI

Sadat, Md Nazmus; Al Aziz, Md Momin; Mohammed, Noman; Chen, Feng; Jiang, Xiaoqian; Wang, Shuang

SecureLR: Secure Logistic Regression Model via a Hybrid Cryptographic Protocol

IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS

IF3.4

2019-01-01

PREAI

Jiang, Yichen; Hamer, Jenny; Wang, Chenghong; Jiang, Xiaoqian; Kim, Miran; Song, Yongsoo; Xia, Yuhou; Mohammed, Noman; Sadat, Md Nazmus; Wang, Shuang

Secure large-scale genome data storage and query 大规模基因组数据的安全存储与查询

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

IF4.8

2018-10-01

OAAI

Chen, Luyao; Aziz, Md Momin; Mohammed, Noman; Jiang, Xiaoqian

Secure count query on encrypted genomic data 加密基因组数据的安全计数查询

JOURNAL OF BIOMEDICAL INFORMATICS

IF4.5

2018-05-01

OAAI

Hasan, Mohammad Zahidul; Mahdi, Md Safiur Rahman; Sadat, Md Nazmus; Mohammed, Noman

Secure and Efficient Regression Analysis Using a Hybrid Cryptographic Framework: Development and Evaluation

JMIR MEDICAL INFORMATICS

IF3.8

2018-03-05

OAAI

Sadat, Md Nazmus; Jiang, Xiaoqian; Al Aziz, Md Momin; Wang, Shuang; Mohammed, Noman

Secure Count Queries on Encrypted Genomic Data: A Survey

IEEE INTERNET COMPUTING

IF4.4

2018-03-01

PREAI

Hasan, Zahidul; Mahdi, Md Safiur Rahman; Mohammed, Noman

Privacy-preserving techniques of genomic data-a survey

BRIEFINGS IN BIOINFORMATICS

IF7.7

2017-11-07

OAAI

Al Aziz, Md Momin; Sadat, Md Nazmus; Alhadidi, Dima; Wang, Shuang; Jiang, Xiaoqian; Brown, Cheryl L.; Mohammed, Noman

Private and Efficient Query Processing on Outsourced Genomic Databases

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS

IF6.8

2017-09-01

OAAI

Ghasemi, Reza; Al Aziz, Md. Momin; Mohammed, Noman; Dehkordi, Massoud Hadian; Jiang, Xiaoqian

研究方向