Mufti Mahmud
Overview
Explore the profile of Mufti Mahmud including associated specialties, affiliations and a list of published articles.
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Articles
66
Citations
583
Followers
0
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Recent Articles
1.
Yao W, Lyu Z, Mahmud M, Zhong N, Lei B, Wang S
IEEE Trans Med Imaging
. 2025 Mar;
PP.
PMID: 40067693
Multi-modal neuroimaging analysis is crucial for a comprehensive understanding of brain function and pathology, as it allows for the integration of different imaging techniques, thus overcoming the limitations of individual...
2.
Dong Y, Jing C, Mahmud M, Ng M, Wang S
Brain Inform
. 2024 Dec;
11(1):31.
PMID: 39692977
Affective computing is a key research area in computer science, neuroscience, and psychology, aimed at enabling computers to recognize, understand, and respond to human emotional states. As the demand for...
3.
Shaffi N, Viswan V, Mahmud M
Brain Inform
. 2024 Oct;
11(1):25.
PMID: 39363122
Transformers have dominated the landscape of Natural Language Processing (NLP) and revolutionalized generative AI applications. Vision Transformers (VT) have recently become a new state-of-the-art for computer vision applications. Motivated by...
4.
Rahman M, Islam K, Prithula J, Kumar J, Mahmud M, Alam M, et al.
BMC Med Inform Decis Mak
. 2024 Sep;
24(1):264.
PMID: 39334134
No abstract available.
5.
Rahman M, Islam K, Prithula J, Kumar J, Mahmud M, Alam M, et al.
BMC Med Inform Decis Mak
. 2024 Sep;
24(1):249.
PMID: 39251962
Background: Sepsis poses a critical threat to hospitalized patients, particularly those in the Intensive Care Unit (ICU). Rapid identification of Sepsis is crucial for improving survival rates. Machine learning techniques...
6.
Bhadra R, Singh P, Mahmud M
Brain Inform
. 2024 Aug;
11(1):21.
PMID: 39167115
Epileptic seizure (ES) detection is an active research area, that aims at patient-specific ES detection with high accuracy from electroencephalogram (EEG) signals. The early detection of seizure is crucial for...
7.
Sundar S, Subramanian S, Mahmud M
Diagnostics (Basel)
. 2024 Jun;
14(11).
PMID: 38893619
Diabetic retinopathy (DR) arises from blood vessel damage and is a leading cause of blindness on a global scale. Clinical professionals rely on examining fundus images to diagnose the disease,...
8.
Arefin M, Rahman M, Hasan M, Mahmud M
Micromachines (Basel)
. 2024 Apr;
15(4).
PMID: 38675290
The Internet of Things (IoT) is still a relatively new field of research, and its potential to be used in the healthcare and medical sectors is enormous. In the last...
9.
Vimbi V, Shaffi N, Mahmud M
Brain Inform
. 2024 Apr;
11(1):10.
PMID: 38578524
Explainable artificial intelligence (XAI) has gained much interest in recent years for its ability to explain the complex decision-making process of machine learning (ML) and deep learning (DL) models. The...
10.
Shaffi N, Subramanian K, Vimbi V, Hajamohideen F, Abdesselam A, Mahmud M
Int J Neural Syst
. 2024 Apr;
34(7):2450029.
PMID: 38576308
Artificial intelligence (AI)-based approaches are crucial in computer-aided diagnosis (CAD) for various medical applications. Their ability to quickly and accurately learn from complex data is remarkable. Deep learning (DL) models...