Md. Nahiduzzaman - Publications, H-index & Citations

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Md. Nahiduzzaman

RMIT University

25H-index

55Paper Count

1.9KCitation Count

Published Papers 22

Publication Date

Uncertainty-Aware Information Pursuit for Interpretable and Reliable Medical Image Analysis

IEEE Transactions on Medical Imaging

IF9.8

2026-05-04

PREAI

Md Nahiduzzaman; Steven Korevaar; Zongyuan Ge; Feng Xia; Alireza Bab-Hadiashar; Ruwan Tennakoon

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Explainable deep learning for rainfall prediction: A CNN-XGBoost hybrid approach in the northern region of Bangladesh

Neural Computing and Applications

IF4.5

2025-10-06

OAAI

Md Safayet Islam; Md Shafiuzzaman; Golam Mahmud; Nabila Nowshin; Parisa Reza; Jahid Hasan; Md. Faysal Ahamed; Md Nahiduzzaman; Mohamed Arselene Ayari; Amith Khandakar

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Comprehensive Fault Diagnosis of Three-Phase Induction Motors Using Synchronized Multi-Sensor Data Collection

Scientific Data

IF6.9

2025-08-22

OAAI

Kevin Thomas; Ahasanur Rahman; Wesam Rohouma; Md. Faysal Ahamed; Fariya Bintay Shafi; Md. Nahiduzzaman; Amith Khandakar

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Enhanced very short-term load forecasting with multi-lag feature engineering and prophet-XGBoost-CatBoost architecture

Energy

IF9.4

2025-08-12

OAAI

Md Shafiuzzaman; Md Safayet Islam; T.M. Rubaith Bashar; Mohammad Munem; Md Nahiduzzaman; Mominul Ahsan; Julfikar Haider

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Detection of various gastrointestinal tract diseases through a deep learning method with ensemble ELM and explainable AI

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2024-12-01

OAAI

Ahamed, Md. Faysal; Nahiduzzaman, Md.; Islam, Md. Rabiul; Naznine, Mansura; Ayari, Mohamed Arselene; Khandakar, Amith; Haider, Julfikar

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Smart aquaponics: An innovative machine learning framework for fish farming optimization

COMPUTERS & ELECTRICAL ENGINEERING

IF4.9

2024-11-01

OAAI

Khandakar, Amith; Elzein, I. M.; Nahiduzzaman, Md.; Ayari, Mohamed Arselene; Ibn Ashraf, Azad; Korah, Lino; Zyoud, Alhareth; Ali, Hassan; Badawi, Ahmed

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A novel framework for lung cancer classification using lightweight convolutional neural networks and ridge extreme learning machine model with SHapley Additive exPlanations (SHAP)

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2024-08-01

PREAI

Nahiduzzaman, Md.; Abdulrazak, Lway Faisal; Ayari, Mohamed Arselene; Khandakar, Amith; Islam, S. M. Riazul

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CSXAI: a lightweight 2D CNN-SVM model for detection and classification of various crop diseases with explainable AI visualization

FRONTIERS IN PLANT SCIENCE

IF4.8

2024-07-05

OAAI

Prince, Reazul Hasan; Mamun, Abdul Al; Peyal, Hasibul Islam; Miraz, Shafiun; Nahiduzzaman, Md.; Khandakar, Amith; Ayari, Mohamed Arselene

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Automated Detection of Colorectal Polyp Utilizing Deep Learning Methods With Explainable AI

IEEE ACCESS

IF3.6

2024-01-01

OAAI

Ahamed, Md. Faysal; Islam, Md. Rabiul; Nahiduzzaman, Md.; Karim, Md. Jawadul; Ayari, Mohamed Arselene; Khandakar, Amith

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A review on brain tumor segmentation based on deep learning methods with federated learning techniques

COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

IF4.9

2023-12-01

OAAI

Ahamed, Md. Faysal; Hossain, Md. Munawar; Nahiduzzaman, Md.; Islam, Md. Rabiul; Islam, Md. Robiul; Ahsan, Mominul; Haider, Julfikar

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Parallel CNN-ELM: A multiclass classification of chest X-ray images to identify seventeen lung diseases including COVID-19

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2023-11-01

OAAI

Nahiduzzaman, Md.; Goni, Md Omaer Faruq; Hassan, Rakibul; Islam, Md. Robiul; Syfullah, Md Khalid; Shahriar, Saleh Mohammed; Anower, Md. Shamim; Ahsan, Mominul; Haider, Julfikar; Kowalski, Marcin

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Explainable deep learning model for automatic mulberry leaf disease classification

FRONTIERS IN PLANT SCIENCE

IF4.8

2023-09-19

OAAI

Nahiduzzaman, Md.; Chowdhury, Muhammad E. H.; Salam, Abdus; Nahid, Emama; Ahmed, Faruque; Al-Emadi, Nasser; Ayari, Mohamed Arselene; Khandakar, Amith; Haider, Julfikar

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IRv2-Net: A Deep Learning Framework for Enhanced Polyp Segmentation Performance Integrating InceptionResNetV2 and UNet Architecture with Test Time Augmentation Techniques

SENSORS

IF3.5

2023-09-07

OAAI

Ahamed, Md. Faysal; Syfullah, Md. Khalid; Sarkar, Ovi; Islam, Md. Tohidul; Nahiduzzaman, Md.; Islam, Md. Rabiul; Khandakar, Amith; Ayari, Mohamed Arselene; Chowdhury, Muhammad E. H.

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A Deep Learning-Based Automatic Segmentation and 3D Visualization Technique for Intracranial Hemorrhage Detection Using Computed Tomography Images

DIAGNOSTICS

IF3.3

2023-07-31

OAAI

Khan, Muntakim Mahmud; Chowdhury, Muhammad E. H.; Arefin, A. S. M. Shamsul; Podder, Kanchon Kanti; Hossain, Md. Sakib Abrar; Alqahtani, Abdulrahman; Murugappan, M.; Khandakar, Amith; Mushtak, Adam; Nahiduzzaman, Md.

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Detection of various lung diseases including COVID-19 using extreme learning machine algorithm based on the features extracted from a lightweight CNN architecture

BIOCYBERNETICS AND BIOMEDICAL ENGINEERING

IF6.6

2023-07-01

OAAI

Nahiduzzaman, Md.; Goni, Md Omaer Faruq; Islam, Md. Robiul; Sayeed, Abu; Anower, Md. Shamim; Ahsan, Mominul; Haider, Julfikar; Kowalski, Marcin

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A Real Time Method for Distinguishing COVID-19 Utilizing 2D-CNN and Transfer Learning

SENSORS

IF3.5

2023-05-03

OAAI

Sultana, Abida; Nahiduzzaman, Md.; Bakchy, Sagor Chandro; Shahriar, Saleh Mohammed; Peyal, Hasibul Islam; Chowdhury, Muhammad E. H.; Khandakar, Amith; Ayari, Mohamed Arselene; Ahsan, Mominul; Haider, Julfikar

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Diabetic retinopathy identification using parallel convolutional neural network based feature extractor and ELM classifier

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2023-05-01

OAAI

Nahiduzzaman, Md.; Islam, Md. Robiul; Goni, Md. Omaer Faruq; Anower, Md. Shamim; Ahsan, Mominul; Haider, Julfikar; Kowalski, Marcin

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ChestX-Ray6: Prediction of multiple diseases including COVID-19 from chest X-ray images using convolutional neural network

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2023-01-01

OAAI

Nahiduzzaman, Md.; Islam, Md. Rabiul; Hassan, Rakibul

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Diagnosis of Malaria Using Double Hidden Layer Extreme Learning Machine Algorithm With CNN Feature Extraction and Parasite Inflator

IEEE ACCESS

IF3.6

2023-01-01

OAAI

Goni, Md. Omaer Faruq; Mondal, Md. Nazrul Islam; Islam, S. M. Riazul; Nahiduzzaman, Md.; Islam, Md. Robiul; Anower, Md. Shamim; Kwak, Kyung-Sup

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Plant Disease Classifier: Detection of Dual-Crop Diseases Using Lightweight 2D CNN Architecture

IEEE ACCESS

IF3.6

2023-01-01

OAAI

Peyal, Hasibul Islam; Nahiduzzaman, Md.; Pramanik, Md. Abu Hanif; Syfullah, Md. Khalid; Shahriar, Saleh Mohammed; Sultana, Abida; Ahsan, Mominul; Haider, Julfikar; Khandakar, Amith; Chowdhury, Muhammad E. H.

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Research Directions