Muhammad H. Chowdhury

Doha, DA, Qatar

Last Updated: 09/26/2026

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Found 44 publications

Machine learning-enabled label-free SERS for microbial sensing: Toward robust, generalizable, and deployable workflows.

Machine learning-enabled label-free SERS for microbial sensing: Toward robust, generalizable, and deployable workflows.

Journal: Talanta

Published: May 02, 2026

Supervised autoencoder for gradient and BCG artifact removal in EEG during simultaneous EEG-fMRI.

Supervised autoencoder for gradient and BCG artifact removal in EEG during simultaneous EEG-fMRI.

Journal: Magnetic resonance imaging

Published: March 14, 2026

Hybrid CNN-decision tree framework for efficient transmission line fault detection and classification: an XAI-based approach.

Hybrid CNN-decision tree framework for efficient transmission line fault detection and classification: an XAI-based approach.

Journal: Scientific reports

Published: November 08, 2025

SERS on analyte-enriched blood for rapid, culture-free sepsis recognition and causative pathogen identification with super operational neural networks.

SERS on analyte-enriched blood for rapid, culture-free sepsis recognition and causative pathogen identification with super operational neural networks.

Journal: Talanta

Published: October 29, 2025

Deep learning-based cross-device standardization of surface-enhanced Raman spectroscopy for enhanced bacterial recognition.

Deep learning-based cross-device standardization of surface-enhanced Raman spectroscopy for enhanced bacterial recognition.

Journal: Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy

Published: August 01, 2025

Sepsis mortality prediction using machine learning and deep learning - a systematic review.

Sepsis mortality prediction using machine learning and deep learning - a systematic review.

Journal: BMC medical informatics and decision making

Published: July 25, 2025

Multiclass ensemble framework for enhanced prostate gland Segmentation: Integrating Self-ONN decoders with EfficientNet.

Multiclass ensemble framework for enhanced prostate gland Segmentation: Integrating Self-ONN decoders with EfficientNet.

Journal: Computers in biology and medicine

Published: March 25, 2025

Classification of glioma grade and Ki-67 level prediction in MRI data: A SHAP-driven interpretation.

Classification of glioma grade and Ki-67 level prediction in MRI data: A SHAP-driven interpretation.

Journal: Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society

Published: March 02, 2025

Multi-class subarachnoid hemorrhage severity prediction: addressing challenges in predicting rare outcomes.

Multi-class subarachnoid hemorrhage severity prediction: addressing challenges in predicting rare outcomes.

Journal: Neurosurgical review

Published: March 02, 2025

SER inspired deep learning approach to detect cardiac arrhythmias in electrocardiogram signals using Temporal Convolutional Network and graph neural network.

SER inspired deep learning approach to detect cardiac arrhythmias in electrocardiogram signals using Temporal Convolutional Network and graph neural network.

Journal: Computers in biology and medicine

Published: November 14, 2024

Automating Prostate Cancer Grading: A Novel Deep Learning Framework for Automatic Prostate Cancer Grade Assessment using Classification and Segmentation.

Automating Prostate Cancer Grading: A Novel Deep Learning Framework for Automatic Prostate Cancer Grade Assessment using Classification and Segmentation.

Journal: Journal of imaging informatics in medicine

Published: October 09, 2024

Correction: Machine learning-based prognostic model for 30-day mortality prediction in Sepsis-3.

Correction: Machine learning-based prognostic model for 30-day mortality prediction in Sepsis-3.

Journal: BMC medical informatics and decision making

Published: September 28, 2024

Showing 1-12 of 44

Last Updated: 09/26/2026