A privacy-preserving dependable deep federated learning model for identifying new infections from genome sequences

Authors: Sk. Tanzir Mehedi, Lway Faisal Abdulrazak, Kawsar Ahmed, Muhammad Shahin Uddin, Francis M. Bui, Li Chen, Mohammad Ali Moni, Fahad Ahmed Al-Zahrani

Source: Scientific Reports, Vol 15, Iss 1, Pp 1-24 (2025)

Subject Terms: Deep federated learning, Privacy and security, Dependability, Coronavirus, Genome sequence, Medicine, Science

File Description: electronic resource

Relation: https://doaj.org/toc/2045-2322

Access URL: https://doaj.org/article/93f40959cfe444dca2530b9e3aeadd2a

Multimodal marvels of deep learning in medical diagnosis using image, speech, and text: A comprehensive review of COVID-19 detection

Authors: Md Shofiqul Islam, Khondokar Fida Hasan, Hasibul Hossain Shajeeb, Humayan Kabir Rana, Md. Saifur Rahman, Md. Munirul Hasan, AKM Azad, Ibrahim Abdullah, Mohammad Ali Moni

Source: AI Open, Vol 6, Iss , Pp 12-44 (2025)

Subject Terms: Deep learning, Image processing, Text, Speech, Medical diagnosis, Electronic computers. Computer science, QA75.5-76.95

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S2666651025000038; https://doaj.org/toc/2666-6510

Access URL: https://doaj.org/article/8f0ddc65619b4fedaf7263efafd9359d

A hybrid explainable model based on advanced machine learning and deep learning models for classifying brain tumors using MRI images

Authors: Md. Nahiduzzaman, Lway Faisal Abdulrazak, Hafsa Binte Kibria, Amith Khandakar, Mohamed Arselene Ayari, Md. Faysal Ahamed, Mominul Ahsan, Julfikar Haider, Mohammad Ali Moni, Marcin Kowalski

Source: Scientific Reports, Vol 15, Iss 1, Pp 1-21 (2025)

Subject Terms: Brain tumor, MRI images, Convolutional neural networks (CNN), Extreme Learning machines (ELM), Contrast-limited adaptive histogram equalization (CLAHE), SHAP (Shapley Additive explanations), Medicine, Science

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Relation: https://doaj.org/toc/2045-2322

Access URL: https://doaj.org/article/828167350e064a7e89acd610b67eb2b4

A robust deep learning approach for identification of RNA 5-methyluridine sites

Authors: Md. Shazzad Hossain Shaon, Tasmin Karim, Md. Mamun Ali, Kawsar Ahmed, Francis M. Bui, Li Chen, Mohammad Ali Moni

Source: Scientific Reports, Vol 14, Iss 1, Pp 1-13 (2024)

Subject Terms: RNA 5-methyluridine, RNA modifications, Physicochemical properties, Deep-learning, Principal component analysis, Transcript RNA, Medicine, Science

File Description: electronic resource

Relation: https://doaj.org/toc/2045-2322

Access URL: https://doaj.org/article/ad2bfa5f02e6459585c35d5c975e5e6a

Prediction of white blood cell count during exercise: a comparison between standalone and hybrid intelligent algorithms

Authors: Shirin Asadi, Bakhtyar Tartibian, Mohammad Ali Moni, Rasoul Eslami

Source: Scientific Reports, Vol 14, Iss 1, Pp 1-10 (2024)

Subject Terms: Immune system, Exercise, Leukocyte, Machine-learning, Hybrid model, Medicine, Science

File Description: electronic resource

Relation: https://doaj.org/toc/2045-2322

Access URL: https://doaj.org/article/4363593a28e941eda7e732d9e878d25b

ASDNet: A robust involution‐based architecture for diagnosis of autism spectrum disorder utilising eye‐tracking technology

Authors: Nasirul Mumenin, Mohammad Abu Yousuf, Md Asif Nashiry, A. K. M. Azad, Salem A. Alyami, Pietro Lio', Mohammad Ali Moni

Source: IET Computer Vision, Vol 18, Iss 5, Pp 666-681 (2024)

Subject Terms: autism spectrum disorder, convolutional neural network, eye tracking, involutional neural network, Monte Carlo Dropout, uncertainty analysis, Computer applications to medicine. Medical informatics, R858-859.7, Computer software, QA76.75-76.765

File Description: electronic resource

Relation: https://doaj.org/toc/1751-9632; https://doaj.org/toc/1751-9640

Access URL: https://doaj.org/article/06804082b4b248a5b05b678ef3c40d52

Exploring gene regulatory interaction networks and predicting therapeutic molecules for hypopharyngeal cancer and EGFR‐mutated lung adenocarcinoma

Authors: Abanti Bhattacharjya, Md Manowarul Islam, Md Ashraf Uddin, Md Alamin Talukder, AKM Azad, Sunil Aryal, Bikash Kumar Paul, Wahia Tasnim, Muhammad Ali Abdulllah Almoyad, Mohammad Ali Moni

Source: FEBS Open Bio, Vol 14, Iss 7, Pp 1166-1191 (2024)

Subject Terms: degree topology, therapeutic molecule, EGFR‐mutated lung adenocarcinoma, Gene Expression Omnibus, hub gene, hypopharyngeal cancer, Biology (General), QH301-705.5

File Description: electronic resource

Relation: https://doaj.org/toc/2211-5463

Access URL: https://doaj.org/article/ff10c7f1ff30402a9c27930ef8ca1fb1

An effective screening of COVID‐19 pneumonia by employing chest X‐ray segmentation and attention‐based ensembled classification

Authors: Abu Sayeed, Nasif Osman Khansur, Azmain Yakin Srizon, Md. Farukuzzaman Faruk, Salem A. Alyami, AKM Azad, Mohammad Ali Moni

Source: IET Image Processing, Vol 18, Iss 9, Pp 2400-2416 (2024)

Subject Terms: chest X‐ray, DenseNet201, EfficientNetB7, ensemble learning, segmentation, Xception, Photography, TR1-1050, Computer software, QA76.75-76.765

File Description: electronic resource

Relation: https://doaj.org/toc/1751-9659; https://doaj.org/toc/1751-9667

Access URL: https://doaj.org/article/b635902fead74fe1bf886ae36844716c

Corrigendum to 'DeepQSP: Identification of Quorum Sensing Peptides Through Neural Network Model' [Results in Engineering 24 (2024) 102878]

Authors: Md. Ashikur Rahman, Md. Mamun Ali, Kawsar Ahmed, Imran Mahmud, Francis M. Bui, Li Chen, Santosh Kumar, Mohammad Ali Moni

Source: Results in Engineering, Vol 24, Iss , Pp 103178- (2024)

Subject Terms: Technology

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S2590123024014336; https://doaj.org/toc/2590-1230

Access URL: https://doaj.org/article/c6558b91341847efa7d39fd1ed0dfd73

DeepQSP: Identification of Quorum Sensing Peptides Through Neural Network Model

Authors: Md. Ashikur Rahman, Md. Mamun Ali, Kawsar Ahmed, Imran Mahmud, Francis M. Bui, Li Chen, Santosh Kumar, Mohammad Ali Moni

Source: Results in Engineering, Vol 24, Iss , Pp 102878- (2024)

Subject Terms: Quorum sensing peptide, Convolutional neural network, Latent semantic analysis, Microorganisms, Bioengineering, Technology

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S2590123024011332; https://doaj.org/toc/2590-1230

Access URL: https://doaj.org/article/c27abfebbc8e4896ab6319ef7ee984af

PollenNet: A novel architecture for high precision pollen grain classification through deep learning and explainable AI

Authors: F M Javed Mehedi Shamrat, Mohd Yamani Idna Idris, Xujuan Zhou, Majdi Khalid, Sharmin Sharmin, Zeseya Sharmin, Kawsar Ahmed, Mohammad Ali Moni

Source: Heliyon, Vol 10, Iss 19, Pp e38596- (2024)

Subject Terms: Pollen grain classification, Image processing, Deep learning, PollenNet model, Explainable AI, Science (General), Q1-390, Social sciences (General), H1-99

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Relation: http://www.sciencedirect.com/science/article/pii/S2405844024146270; https://doaj.org/toc/2405-8440

Access URL: https://doaj.org/article/1c7ff0d4314541c8b9059e7098b4f522

A Multi-Agent and Attention-Aware Enhanced CNN-BiLSTM Model for Human Activity Recognition for Enhanced Disability Assistance

Authors: Mst Alema Khatun, Mohammad Abu Yousuf, Taskin Noor Turna, AKM Azad, Salem A. Alyami, Mohammad Ali Moni

Source: Diagnostics, Vol 15, Iss 5, p 537 (2025)

Subject Terms: disability assistance, artificial intelligence, deep learning, machine learning, activity recognition, CNN, Medicine (General), R5-920

File Description: electronic resource

Relation: https://www.mdpi.com/2075-4418/15/5/537; https://doaj.org/toc/2075-4418

Access URL: https://doaj.org/article/df8939b860d94f73989e408389b7109e

Advancing thyroid care: An accurate trustworthy diagnostics system with interpretable AI and hybrid machine learning techniques

Authors: Ananda Sutradhar, Sharmin Akter, F M Javed Mehedi Shamrat, Pronab Ghosh, Xujuan Zhou, Mohd Yamani Idna Bin Idris, Kawsar Ahmed, Mohammad Ali Moni

Source: Heliyon, Vol 10, Iss 17, Pp e36556- (2024)

Subject Terms: Thyroid disease, Machine learning, SMOTE-ENN, Ensemble methods, And explainable AI, Science (General), Q1-390, Social sciences (General), H1-99

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S240584402412587X; https://doaj.org/toc/2405-8440

Access URL: https://doaj.org/article/e2b123d9c5724246b22f6b8599d5f41c

MLAFP-XN: Leveraging neural network model for development of antifungal peptide identification tool

Authors: Md. Fahim Sultan, Md. Shazzad Hossain Shaon, Tasmin Karim, Md. Mamun Ali, Md. Zahid Hasan, Kawsar Ahmed, Francis M. Bui, Li Chen, Vigneswaran Dhasarathan, Mohammad Ali Moni

Source: Heliyon, Vol 10, Iss 18, Pp e37820- (2024)

Subject Terms: Antifungal peptide, Neural network, Antifungal drug, Feature extraction, Feature selection, Drug discovery, Science (General), Q1-390, Social sciences (General), H1-99

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S2405844024138510; https://doaj.org/toc/2405-8440

Access URL: https://doaj.org/article/a534b04f396f4b97a0599a7b62c6dacf

Toward reliable diabetes prediction: Innovations in data engineering and machine learning applications

Authors: Md. Alamin Talukder, Md. Manowarul Islam, Md Ashraf Uddin, Mohsin Kazi, Majdi Khalid, Arnisha Akhter, Mohammad Ali Moni

Source: Digital Health, Vol 10 (2024)

Subject Terms: Computer applications to medicine. Medical informatics, R858-859.7

File Description: electronic resource

Relation: https://doaj.org/toc/2055-2076

Access URL: https://doaj.org/article/9ba2419f5e0e44d5b127c778f8894fa8

Machine learning-based network intrusion detection for big and imbalanced data using oversampling, stacking feature embedding and feature extraction

Authors: Md. Alamin Talukder, Md. Manowarul Islam, Md Ashraf Uddin, Khondokar Fida Hasan, Selina Sharmin, Salem A. Alyami, Mohammad Ali Moni

Source: Journal of Big Data, Vol 11, Iss 1, Pp 1-44 (2024)

Subject Terms: Intrusion detection system, Feature extraction, Random oversampling, Principal component analysis, Machine learning, Computer engineering. Computer hardware, TK7885-7895, Information technology, T58.5-58.64, Electronic computers. Computer science, QA75.5-76.95

File Description: electronic resource

Relation: https://doaj.org/toc/2196-1115

Access URL: https://doaj.org/article/a1d26e2f87894971aa195dabb30b0430

Clinically adaptable machine learning model to identify early appreciable features of diabetes

Authors: Nurjahan Nipa, Mahmudul Hasan Riyad, Shahriare Satu, Walliullah, Koushik Chandra Howlader, Mohammad Ali Moni

Source: Intelligent Medicine, Vol 4, Iss 1, Pp 22-32 (2024)

Subject Terms: Diabetes, Early features, Machine learning, Classification, Medical technology, R855-855.5

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S2667102623000049; https://doaj.org/toc/2667-1026

Access URL: https://doaj.org/article/7bf56ceb3c134aeb9322eb77e086165a

Road networks and socio-demographic factors to explore COVID-19 infection during its different waves

Authors: Shahadat Uddin, Arif Khan, Haohui Lu, Fangyu Zhou, Shakir Karim, Farshid Hajati, Mohammad Ali Moni

Source: Scientific Reports, Vol 14, Iss 1, Pp 1-10 (2024)

Subject Terms: Medicine, Science

File Description: electronic resource

Relation: https://doaj.org/toc/2045-2322

Access URL: https://doaj.org/article/7043f6656c7643a788da9e9402add67c

Deep and Shallow Learning Model-Based Sleep Apnea Diagnosis Systems: A Comprehensive Study

Authors: Roksana Akter Raisa, Ayesha Siddika Rodela, Mohammad Abu Yousuf, Akm Azad, Salem A. Alyami, Pietro Lio, Md Zahidul Islam, Ganna Pogrebna, Mohammad Ali Moni

Source: IEEE Access, Vol 12, Pp 122959-122987 (2024)

Subject Terms: Sleep apnea, electrocardiogram (ECG), deep learning, machine learning, pulse oximetry, cloud computing, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

File Description: electronic resource

Relation: https://ieeexplore.ieee.org/document/10595050/; https://doaj.org/toc/2169-3536

Access URL: https://doaj.org/article/dcb661c0535f474d9b3339b6299af21a

Multi-View Soft Attention-Based Model for the Classification of Lung Cancer-Associated Disabilities

Authors: Jannatul Ferdous Esha, Tahmidul Islam, Md. Appel Mahmud Pranto, Abrar Siam Borno, Nuruzzaman Faruqui, Mohammad Abu Yousuf, AKM Azad, Asmaa Soliman Al-Moisheer, Naif Alotaibi, Salem A. Alyami, Mohammad Ali Moni

Source: Diagnostics, Vol 14, Iss 20, p 2282 (2024)

Subject Terms: disability research, lung cancer, attention mechanism, convolutional neural networks, image classification, Medicine (General), R5-920

File Description: electronic resource

Relation: https://www.mdpi.com/2075-4418/14/20/2282; https://doaj.org/toc/2075-4418

Access URL: https://doaj.org/article/3d732dbf5e374637aea46a5f97964bfa