Mohammad Ali Moni

164 papers C 3Misc 1Journal 137Unranked 20
YearRankTypeTitle / Venue / Authors
2026 J jnl
3D MRI reconstruction and brain tumor diagnosis using deep learning with explainable AI.
Expert Syst. Appl.
Md Rakhibul Hasan, Shrawman Majumder Rudra, Nayon Karmoker, Mohammad Abu Yousuf, Jesmin Akhter, Asmaa Soliman Al-Moisheer, Salem A. Alyami, Mohammad Ali Moni
2026 J jnl
A positional transformer-based encoder-decoder network for segmentation of the gastrointestinal tract.
Expert Syst. Appl.
SM Nuruzzaman Nobel, S. M. Masfequier Rahman Swapno, A. K. M. Azad, Mohammad Ali Moni
2026 J jnl
An explainable deep learning model for mulberry leaf classification and disease detection.
Eng. Appl. Artif. Intell.
SM Nuruzzaman Nobel, All Moon Tasir, Shirin Sultana, Asmaa Soliman Al-Moisheer, Mohammad Ali Moni
2026 J jnl
CWT-based transfer learning model with optimal channel selection for the detection of MDD using EEG signals.
Knowl. Based Syst.
Rudro Mohanto, Md. Shamim-Al-Mamun, Farhana Binte Sufi, Sarwar Ali, Tahani Jaser Alahmadi, Mohammad Ali Moni, M. Babul Islam
2026 J jnl
DREAM: A novel explainable neural network for detecting sleep apnea using single-lead ECG signals.
Biomed. Signal Process. Control.
Sanjida Akter, Md. Akmol Masud, Mst. Sanzida Islam Promi, Nadia Sultana, Maruf Ahmed, Md. Mahmudur Rahman, Mohammad Abu Yousuf, Saad Aloteibi, Mohammad Ali Moni
2026 J jnl
Deep3BPP: Identification of Blood-Brain Barrier Penetrating Peptides Using Word Embedding Feature Extraction Method and CNN-LSTM.
IEEE Trans. Artif. Intell.
Md. Ashikur Rahman, Md Mamun Ali, Kawsar Ahmed, Imran Mahmud, Francis M. Bui, Li Chen, Mohammad Ali Moni
2026 J jnl
Deep_TPPred: Improved Prediction of Protein Toxicity Using Feature Fusion and Hybrid Neural Network Approach.
IEEE Trans. Comput. Biol. Bioinform.
Md. Mustahid Hasan, Md. Ashikur Rahman, Md Mamun Ali, Kawsar Ahmed, Francis M. Bui, Sobhy M. Ibrahim, Imran Mahmud, Mohammad Ali Moni
2026 J jnl
Leveraging explainable AI for sustainable agriculture: a comprehensive review of recent advances.
Artif. Intell. Rev.
Aditya Rajbongshi, Fatema Tuz Johora, Arafat Hossain, Md. Salauddin Sarker, Md. Habibur Rahman, Md. Wahidur Rahman, Fahad T. Alotaibi, Mohammad Ali Moni
2026 J jnl
Novel deep learning for multi-class classification of Alzheimer's in disability using MRI datasets.
Frontiers Bioinform.
Sumaiya Binte Shahid, Maleeha Kaikaus, Md. Hasanul Kabir, Mohammad Abu Yousuf, A. K. M. Azad, Asmaa S. Al-Moisheer, Naif Mohammed Alotaibi, Salem A. Alyami, Touhid Bhuiyan, Mohammad Ali Moni
2026 J jnl
RGNN3D: A hybrid radiomic graph neural network for 3D MRI glioma grading.
Knowl. Based Syst.
Md. Aiyub Ali, Md Shakhawat Hossain, Taslima Ferdaus Shuva, Muhammad Ali Abdullah Almoyad, Nabil Anan Orka, Risala Tasin Khan, M. Shamim Kaiser, Md. Tanvir Rahman, Mohammad Ali Moni
2026 J jnl
Securing the Unseen: A Comprehensive Exploration Review of AI -Powered Models for Zero-Day Attack Detection.
Expert Syst. J. Knowl. Eng.
Abdullah Al Siam, Nuruzzaman Faruqui, A. K. M. Azad, Mohammad Ali Moni
2025 J jnl
A Hybrid Transfer Learning Framework for Brain Tumor Diagnosis.
Adv. Intell. Syst.
Sadia Islam Tonni, Md. Alif Sheakh, Mst. Sazia Tahosin, Md. Zahid Hasan, Taslima Ferdaus Shuva, Touhid Bhuiyan, Muhammad Ali Abdullah Almoyad, Nabil Anan Orka, Md. Tanvir Rahman, Risala Tasin Khan, M. Shamim Kaiser, Mohammad Ali Moni
2025 J jnl
A Novel Mixed Convolution Transformer Model for the Fast and Accurate Diagnosis of Glioma Subtypes.
Adv. Intell. Syst.
SM Nuruzzaman Nobel, S. M. Masfequier Rahman Swapno, Md. Babul Islam, A. K. M. Azad, Salem A. Alyami, Md Alamin, Pietro Liò, Mohammad Ali Moni
2025 J jnl
A vision transformer-based hybrid neural architecture for automated handwritten Bangla character recognition and braille conversion.
Knowl. Based Syst.
Touseef Saleh Bin Ahmed, Tawhidur Rahman, Shammo Biswas, Saifur Rahman Sabuj, Mohammed Belal Bhuian, Mohammad Ali Moni, Md. Ashraful Alam
2025 J jnl
Advances in Artificial Intelligence and Blockchain Technologies for Early Detection of Human Diseases.
IEEE Trans. Comput. Soc. Syst.
Shumaiya Akter Shammi, Pronab Ghosh, Ananda Sutradhar, F. M. Javed Mehedi Shamrat, Mohammad Ali Moni, Thiago Eustaquio Alves de Oliveira
2025 J jnl
Batch Augmentation with Unimodal Fine-tuning for Multimodal Learning.
CoRR
Hussain Mohammed Dipu Kabir, Subrota Kumar Mondal, Mohammad Ali Moni
2025 J jnl
BitterEN: A novel ensemble model for the identification of bitter peptide.
Comput. Biol. Medicine
Md. Fahim Sultan, Tasmin Karim, Md. Shazzad Hossain Shaon, Md Mamun Ali, Sobhy M. Ibrahim, Mst. Shapna Akter, Kawsar Ahmed, Francis M. Bui, Mohammad Ali Moni
2025 J jnl
Corrections to "Deep and Shallow Learning Model-Based Sleep Apnea Diagnosis Systems: A Comprehensive Study".
IEEE Access
Roksana Akter Raisa, Ayesha Siddika Rodela, Mohammad Abu Yousuf, A. K. M. Azad, Salem A. Alyami, Pietro Liò, Md Zahidul Islam, Ganna Pogrebna, Mohammad Ali Moni
2025 — conf
Dimension-Wise Gated Cross-Attention for Multimodal Sentiment Analysis.
WWW (Companion Volume)
Md Shakil Hossain, Md. Mithun Hossain, Sudipto Chaki, Muhammad Firoz Mridha, Md. Saifur Rahman, Mohammad Ali Moni
2025 — conf
Entity-Aware Optimal Transport and Residual Attention for Multimodal Content Moderation.
WWW (Companion Volume)
Siddhant Bikram Shah, Shuvam Shiwakoti, Touhid Bhuiyan, Mohammad Ali Moni, Surendrabikram Thapa, Usman Naseem
2025 J jnl
Federated Learning with LoRA Optimized DeiT and Multiscale Patch Embedding for Secure Eye Disease Recognition.
CoRR
Md. Naimur Asif Borno, Md Sakib Hossain Shovon, MD Hanif Sikder, Iffat Firozy Rimi, Tahani Jaser Alahmadi, Mohammad Ali Moni
2025 J jnl
Federated learning model with dynamic scoring-based client selection for diabetes diagnosis.
Knowl. Based Syst.
Shamim Ahmed, M. Shamim Kaiser, Sudipto Chaki, Saad Aloteibi, Mohammad Ali Moni
2025 J jnl
FrugalPrompt: Reducing Contextual Overhead in Large Language Models via Token Attribution.
CoRR
Syed Rifat Raiyan, Md Farhan Ishmam, Abdullah Al Imran, Mohammad Ali Moni
2025 — conf
Fully Quanvolutional Networks for Time Series Classification.
KDD (2)
Nabil Anan Orka, Ehtashamul Haque, Md. Abdul Awal, Mohammad Ali Moni
2025 J jnl
Identification of key candidate genes for ovarian cancer using integrated statistical and machine learning approaches.
Briefings Bioinform.
Md. Ali Hossain, Tania Akter Asa, Md. Shofiqul Islam, Mohammad Zahidur Rahman, Mohammad Ali Moni
2025 — conf
LLM-UM: The 1st Workshop on Large Language Model Using Multi-modal Data for User Modeling.
WWW (Companion Volume)
Zhicheng Lu, Mohammad Ali Moni, Yuk Ying Chung, Tom Weidong Cai, Xiaoming Chen
2025 J jnl
LungCT-NET: An explainable transfer learning-based robust ensemble model for lung cancer diagnosis.
Knowl. Based Syst.
Md Zuleyenine Ibne Noman, Kazi Sati, Mohammad Abu Yousuf, Saad Aloteibi, Mohammad Ali Moni
2025 J jnl
MGAN-CRCM: a novel multiple generative adversarial network and coarse refinement-based cognizant method for image inpainting.
Neural Comput. Appl.
Nafiz Al Asad, Md. Appel Mahmud Pranto, Shbiruzzaman Shiam, Musaddeq Mahmud Akand, Mohammad Abu Yousuf, Khondokar Fida Hasan, Mohammad Ali Moni
2025 J jnl
Mind the Gap: Missing Cyber Threat Coverage in NIDS Datasets for the Energy Sector.
CoRR
Adrita Rahman Tory, Khondokar Fida Hasan, Md Saifur Rahman, Nickolaos Koroniotis, Mohammad Ali Moni
2025 J jnl
Multi-teacher knowledge distillation and ensemble algorithm for efficient brain tumor classification in resource-constrained environments with explainable AI.
Knowl. Based Syst.
Md. Samiul Alim, Mahir Shahriar Tamim, Shuvo Sarkar, Mohammad Abu Yousuf, Asmaa Soliman Al-Moisheer, Salem A. Alyami, Mohammad Ali Moni
2025 J jnl
Multimodal Marvels of Deep Learning in Medical Diagnosis: A Comprehensive Review of COVID-19 Detection.
CoRR
Md. Shofiqul Islam, Khondokar Fida Hasan, Hasibul Hossain Shajeeb, Humayan Kabir Rana, Md Saifur Rahman, Md. Munirul Hasan, A. K. M. Azad, Ibrahim Abdullah, Mohammad Ali Moni
2025 J jnl
Multimodal marvels of deep learning in medical diagnosis using image, speech, and text: A comprehensive review of COVID-19 detection.
AI Open
Md. Shofiqul Islam, Khondokar Fida Hasan, Hasibul Hossain Shajeeb, Humayan Kabir Rana, Md Saifur Rahman, Md. Munirul Hasan, A. K. M. Azad, Ibrahim Abdullah, Mohammad Ali Moni
2025 J jnl
OBoctNet: Enhancing Ophthalmic Biomarker Detection Through Active Learning and Explainable AI in Radiological Analysis.
Cogn. Comput.
Samya Acharja, Md. Zahid Hasan, Farjana Haque Chamok, Kayes Uddin Fahim, Taslima Ferdaus Shuva, Abdullah Al-Mamun Bulbul, Risala Tasin Khan, Md. Tanvir Rahman, M. Shamim Kaiser, Mufti Mahmud, Mohammad Ali Moni
2025 J jnl
PSO-XAI: A PSO-Enhanced Explainable AI Framework for Reliable Breast Cancer Detection.
CoRR
Mirza Raquib, Niloy Das, Farida Siddiqi Prity, Arafath Al Fahim, Saydul Akbar Murad, Mohammad Amzad Hossain, MD Jiabul Hoque, Mohammad Ali Moni
2025 J jnl
Quantum deep learning in neuroinformatics: a systematic review.
Artif. Intell. Rev.
Nabil Anan Orka, Md. Abdul Awal, Pietro Liò, Ganna Pogrebna, Allen G. Ross, Mohammad Ali Moni
2025 J jnl
QuanvNeXt: An end-to-end quanvolutional neural network for EEG-based detection of major depressive disorder.
CoRR
Nabil Anan Orka, Ehtashamul Haque, Maftahul Jannat, Md. Abdul Awal, Mohammad Ali Moni
2025 J jnl
Replay-Based Continual Learning with Dual-Layered Distillation and a Streamlined U-Net for Efficient Text-to-Image Generation.
CoRR
Md. Naimur Asif Borno, Md Sakib Hossain Shovon, Asmaa Soliman Al-Moisheer, Mohammad Ali Moni
2025 J jnl
WFFS - An ensemble feature selection algorithm for heterogeneous traffic accident data analysis.
Knowl. Based Syst.
Alimul Rajee, Md. Shahriare Satu, Mohammad Zoynul Abedin, K. M. Akkas Ali, Saad Aloteibi, Mohammad Ali Moni
2025 J jnl
iMRSA-Fuse: A Fast and Accurate Computational Approach for Predicting Anti-MRSA Peptides by Fusing Multi-View Information.
IEEE Trans. Comput. Biol. Bioinform.
Phasit Charoenkwan, Nalini Schaduangrat, Mohammad Ali Moni, Watshara Shoombuatong
2024 J jnl
"Challenges and future in deep learning for sentiment analysis: a comprehensive review and a proposed novel hybrid approach".
Artif. Intell. Rev.
Md. Shofiqul Islam, Muhammad Nomani Kabir, Ngahzaifa Ab Ghani, Kamal Zuhairi Zamli, Nor Saradatul Akmar Binti Zulkifli, Md. Mustafizur Rahman, Mohammad Ali Moni
2024 J jnl
A Robust Deep-Learning Model to Detect Major Depressive Disorder Utilizing EEG Signals.
IEEE Trans. Artif. Intell.
Israq Ahmed Anik, A. H. M. Kamal, Muhammad Ashad Kabir, Shahadat Uddin, Mohammad Ali Moni
2024 J jnl
ASDNet: A robust involution-based architecture for diagnosis of autism spectrum disorder utilising eye-tracking technology.
IET Comput. Vis.
Nasirul Mumenin, Mohammad Abu Yousuf, Md Asif Nashiry, A. K. M. Azad, Salem A. Alyami, Pietro Lio', Mohammad Ali Moni
2024 J jnl
An Intelligent Thyroid Diagnosis System Utilizing Multiple Ensemble and Explainable Algorithms With Medical Supported Attributes.
IEEE Trans. Artif. Intell.
Ananda Sutradhar, Mustahsin Al Rafi, Pronab Ghosh, F. M. Javed Mehedi Shamrat, Md. Moniruzzaman, Kawsar Ahmed, A. K. M. Azad, Francis M. Bui, Li Chen, Mohammad Ali Moni
2024 J jnl
An effective screening of COVID-19 pneumonia by employing chest X-ray segmentation and attention-based ensembled classification.
IET Image Process.
Abu Sayeed, Nasif Osman Khansur, Azmain Yakin Srizon, Md. Farukuzzaman Faruk, Salem A. Alyami, A. K. M. Azad, Mohammad Ali Moni
2024 J jnl
Automated Detection of Harmful Insects in Agriculture: A Smart Framework Leveraging IoT, Machine Learning, and Blockchain.
IEEE Trans. Artif. Intell.
Md. Wahidur Rahman, Muhammad Minoar Hossain, Md. Mahedi Hasan, Md. Sadiq Iqbal, Mohammad Motiur Rahman, Khondokar Fida Hasan, Mohammad Ali Moni
2024 — conf
Bengali Cyberbullying: Detection, Categorization, and Gender Bias Analysis.
ICDM (Workshops)
Md. Mithun Hossain, Md Shakil Hossain, Sudipto Chaki, Md. Saifur Rahman, Mohammad Ali Moni
2024 — conf
Bias in Deep Learning Skin Cancer Detection: Parallel Residual Convolution Network Classification and Racial Bias Quantification: Skin Cancer Racial Bias.
ICCA
Sumaiya Binte Shahid, Mohammad Abu Yousuf, Md. Biplob Hosen, Sabbir Ahmed, Mohammad Ali Moni
2024 J jnl
Deep and Shallow Learning Model-Based Sleep Apnea Diagnosis Systems: A Comprehensive Study.
IEEE Access
Roksana Akter Raisa, Ayesha Siddika Rodela, Mohammad Abu Yousuf, A. K. M. Azad, Salem A. Alyami, Pietro Liò, Md Zahidul Islam, Ganna Pogrebna, Mohammad Ali Moni
2024 — conf
EAH-Net: A Novel Ensemble Attention-Based Hybrid Architecture for Breast Cancer Diagnosis Utilizing Ultrasound Images.
MCHM@MM
Md. Zahid Hasan, Shahed Hossain, Risul Islam Jim, Abdullah Al-Mamun Bulbul, Md. Tanvir Rahman, Mohammad Ali Moni
2024 J jnl
Exploring Gene Regulatory Interaction Networks and predicting therapeutic molecules for Hypopharyngeal Cancer and EGFR-mutated lung adenocarcinoma.
CoRR
Abanti Bhattacharjya, Manowarul Islam, Md. Ashraf Uddin, Md. Alamin Talukder, A. K. M. Azad, Sunil Aryal, Bikash Kumar Paul, Wahia Tasnim, Muhammad Ali Abdulllah Almoyad, Mohammad Ali Moni
2024 — conf
GDRNet: A Novel Graph Neural Network Architecture for Diabetic Retinopathy Detection.
ICDM (Workshops)
Shahed Hossain, Md. Zahid Hasan, Risul Islam Jim, Taslima Ferdaus Shuva, Md. Tanvir Rahman, Abdullah Al-Mamun Bulbul, Risala Tasin Khan, M. Shamim Kaiser, Mohammad Ali Moni
2024 J jnl
LandSin: A differential ML and google API-enabled web server for real-time land insights and beyond.
Softw. Impacts
Alauddin Sabari, Imran Hasan, Salem A. Alyami, Pietro Liò, Md. Sadek Ali, Mohammad Ali Moni, A. K. M. Azad
2024 J jnl
MGAN-CRCM: A Novel Multiple Generative Adversarial Network and Coarse-Refinement Based Cognizant Method for Image Inpainting.
CoRR
Nafiz Al Asad, Md. Appel Mahmud Pranto, Shbiruzzaman Shiam, Musaddeq Mahmud Akand, Mohammad Abu Yousuf, Khondokar Fida Hasan, Mohammad Ali Moni
2024 J jnl
Machine learning and deep learning algorithms in detecting COVID-19 utilizing medical images: a comprehensive review.
Iran J. Comput. Sci.
Nurjahan, Md. Mahbub-Or-Rashid, Md. Shahriare Satu, Sanjana Ruhani Tammim, Farhana Akter Sunny, Mohammad Ali Moni
2024 J jnl
Machine learning-based network intrusion detection for big and imbalanced data using oversampling, stacking feature embedding and feature extraction.
CoRR
Md. Alamin Talukder, Md. Manowarul Islam, Md. Ashraf Uddin, Khondokar Fida Hasan, Selina Sharmin, Salem A. Alyami, Mohammad Ali Moni
2024 J jnl
Machine learning-based network intrusion detection for big and imbalanced data using oversampling, stacking feature embedding and feature extraction.
J. Big Data
Md. Alamin Talukder, Md. Manowarul Islam, Md. Ashraf Uddin, Khondokar Fida Hasan, Selina Sharmin, Salem A. Alyami, Mohammad Ali Moni
2024 — conf
Real-Time Human Activity Recognition Using Non-intrusive Sensing and Continual Learning.
AI (2)
Md Geaur Rahman, Sabih ur Rehman, Shanna M. Fealy, Johan Sebastian Ramirez Vallejo, Aayush Fuskelay, Mohammad Ali Moni
2024 J jnl
Robust clinical applicable CNN and U-Net based algorithm for MRI classification and segmentation for brain tumor.
Expert Syst. Appl.
Atika Akter, Nazeela Nosheen, Sabbir Ahmed, Mariom Hossain, Mohammad Abu Yousuf, Mohammad Ali Abdullah Almoyad, Khondokar Fida Hasan, Mohammad Ali Moni
2024 — conf
SeizureFed: Federated Learning for Pediatric Seizure Detection through EEG Using E-ResNet.
ICCA
Maleeha Kaikaus, Sabbir Ahmed, Mohammad Abu Yousuf, Mohammad Ali Moni
2024 J jnl
Single-cell RNA-seq data analysis reveals functionally relevant biomarkers of early brain development and their regulatory footprints in human embryonic stem cells (hESCs).
Briefings Bioinform.
Md Alamin, Most Humaira Sultana, Isaac Adeyemi Babarinde, A. K. M. Azad, Mohammad Ali Moni, Haiming Xu
2024 — conf
Sleep Apnea Detection through HRV and SPO2 Analysis of Single-Lead ECG Signals Using Machine Learning Algorithms.
ICCA
Md. Ashraful Islam, Sudipto Chaki, Mohammad Abu Yousuf, Mohammad Ali Moni
2024 — conf
UMML: Layout-aware Text-Image Fusion for Unified Multilingual Multimodal Learning.
ICDM (Workshops)
Hariram Veeramani, Surendrabikram Thapa, Mohammad Salman, Mohammad Ali Moni, Usman Naseem
2023 J jnl
A Comparison of Machine Learning Techniques for the Detection of Type-2 Diabetes Mellitus: Experiences from Bangladesh.
Inf.
Md. Jamal Uddin, Md. Martuza Ahamad, Md. Nesarul Hoque, Md. Abul Ala Walid, Sakifa Aktar, Naif Mohammed Alotaibi, Salem A. Alyami, Muhammad Ashad Kabir, Mohammad Ali Moni
2023 J jnl
A Comprehensive Review of Green Computing: Past, Present, and Future Research.
IEEE Access
Showmick Guha Paul, Arpa Saha, Mohammad Shamsul Arefin, Touhid Bhuiyan, Al Amin Biswas, Ahmed Wasif Reza, Naif Mohammed Alotaibi, Salem A. Alyami, Mohammad Ali Moni
2023 J jnl
A dependable hybrid machine learning model for network intrusion detection.
J. Inf. Secur. Appl.
Md. Alamin Talukder, Khondokar Fida Hasan, Md. Manowarul Islam, Ashraf Uddin, Arnisha Akhter, Mohammad Abu Yousuf, Fares Alharbi, Mohammad Ali Moni
2023 J jnl
A robust and clinically applicable deep learning model for early detection of Alzheimer's.
IET Image Process.
Md. Masud Rana, Md. Manowarul Islam, Md. Alamin Talukder, Md. Ashraf Uddin, Sunil Aryal, Naif Mohammed Alotaibi, Salem A. Alyami, Khondokar Fida Hasan, Mohammad Ali Moni
2023 J jnl
An Integrated Statistical and Clinically Applicable Machine Learning Framework for the Detection of Autism Spectrum Disorder.
Comput.
Md. Jamal Uddin, Md. Martuza Ahamad, Prodip Kumar Sarker, Sakifa Aktar, Naif Mohammed Alotaibi, Salem A. Alyami, Muhammad Ashad Kabir, Mohammad Ali Moni
2023 J jnl
An efficient deep learning model to categorize brain tumor using reconstruction and fine-tuning.
Expert Syst. Appl.
Md. Alamin Talukder, Md. Manowarul Islam, Md. Ashraf Uddin, Arnisha Akhter, Md. Alamgir Jalil Pramanik, Sunil Aryal, Muhammad Ali Abdulllah Almoyad, Khondokar Fida Hasan, Mohammad Ali Moni
2023 J jnl
An integrated in-silico Pharmaco-BioInformatics approaches to identify synergistic effects of COVID-19 to HIV patients.
Comput. Biol. Medicine
Md. Arju Hossain, Md. Habibur Rahman, Habiba Sultana, Asif Ahsan, Saiful Islam Rayhan, Md Imran Hasan, Md. Sohel, Pratul Dipta Somadder, Mohammad Ali Moni
2023 Misc conf
CervixMed: Detecting Cervical Cancer based on combinational data using Hybrid architecture.
DICTA
Debashis Gupta, Aditi Golder, Md Mahfuzul Haque, Mohammad Ali Moni
2023 J jnl
FP-CNN: Fuzzy pooling-based convolutional neural network for lung ultrasound image classification with explainable AI.
Comput. Biol. Medicine
Md. Mahmodul Hasan, Muhammad Minoar Hossain, Mohammad Motiur Rahman, A. K. M. Azad, Salem A. Alyami, Mohammad Ali Moni
2023 J jnl
GRU-INC: An inception-attention based approach using GRU for human activity recognition.
Expert Syst. Appl.
Taima Rahman Mim, Maliha Amatullah, Sadia Afreen, Mohammad Abu Yousuf, Shahadat Uddin, Salem A. Alyami, Khondokar Fida Hasan, Mohammad Ali Moni
2023 J jnl
HARDC : A novel ECG-based heartbeat classification method to detect arrhythmia using hierarchical attention based dual structured RNN with dilated CNN.
CoRR
Md. Shofiqul Islam, Khondokar Fida Hasan, Sunjida Sultana, Shahadat Uddin, Pietro Liò, Julian M. W. Quinn, Mohammad Ali Moni
2023 J jnl
HARDC : A novel ECG-based heartbeat classification method to detect arrhythmia using hierarchical attention based dual structured RNN with dilated CNN.
Neural Networks
Md. Shofiqul Islam, Khondokar Fida Hasan, Sunjida Sultana, Shahadat Uddin, Pietro Lio', Julian M. W. Quinn, Mohammad Ali Moni
2023 J jnl
Integration of Mendelian randomisation and systems biology models to identify novel blood-based biomarkers for stroke.
J. Biomed. Informatics
Tania Islam, Md. Rezanur Rahman, Asaduzzaman Khan, Mohammad Ali Moni
2023 — ed.
Machine Intelligence and Emerging Technologies - First International Conference, MIET 2022, Noakhali, Bangladesh, September 23-25, 2022, Proceedings, Part I
MIET (1)
Md. Shahriare Satu, Mohammad Ali Moni, M. Shamim Kaiser, Mohammad Shamsul Arefin
2023 — ed.
Machine Intelligence and Emerging Technologies - First International Conference, MIET 2022, Noakhali, Bangladesh, September 23-25, 2022, Proceedings, Part II
MIET (2)
Md. Shahriare Satu, Mohammad Ali Moni, M. Shamim Kaiser, Mohammad Shamsul Arefin
2023 J jnl
Monitoring water quality metrics of ponds with IoT sensors and machine learning to predict fish species survival.
Microprocess. Microsystems
Md. Monirul Islam, Mohammod Abul Kashem, Salem A. Alyami, Mohammad Ali Moni
2023 J jnl
PSRTTCA: A new approach for improving the prediction and characterization of tumor T cell antigens using propensity score representation learning.
Comput. Biol. Medicine
Phasit Charoenkwan, Chonlatip Pipattanaboon, Chanin Nantasenamat, Md. Mehedi Hasan, Mohammad Ali Moni, Pietro Lio', Watshara Shoombuatong
2023 J jnl
StackFBAs: Detection of fetal brain abnormalities using CNN with stacking strategy from MRI images.
J. King Saud Univ. Comput. Inf. Sci.
Anjir Ahmed Chowdhury, S. M. Hasan Mahmud, Khadija Kubra Shahjalal Hoque, Kawsar Ahmed, Francis M. Bui, Pietro Lio, Mohammad Ali Moni, Fahad Ahmed Al-Zahrani
2023 J jnl
The pathogenetic influence of smoking on SARS-CoV-2 infection: Integrative transcriptome and regulomics analysis of lung epithelial cells.
Comput. Biol. Medicine
Md. Ali Hossain, Tania Akter Asa, Md Rabiul Auwul, Md. Aktaruzzaman, Md. Mahfizur Rahman, Mohammad Zahidur Rahman, Mohammad Ali Moni
2022 J jnl
A Dependable Hybrid Machine Learning Model for Network Intrusion Detection.
CoRR
Md. Alamin Talukder, Khondokar Fida Hasan, Md. Manowarul Islam, Md. Ashraf Uddin, Arnisha Akhter, Mohammad Abu Yousuf, Fares Alharbi, Mohammad Ali Moni
2022 J jnl
A classification of MRI brain tumor based on two stage feature level ensemble of deep CNN models.
Comput. Biol. Medicine
Nahid Ferdous Aurna, Mohammad Abu Yousuf, Kazi Abu Taher, A. K. M. Azad, Mohammad Ali Moni
2022 J jnl
A patient network-based machine learning model for disease prediction: The case of type 2 diabetes mellitus.
Appl. Intell.
Haohui Lu, Shahadat Uddin, Farshid Hajati, Mohammad Ali Moni, Matloob Khushi
2022 J jnl
CNN Based on Transfer Learning Models Using Data Augmentation and Transformation for Detection of Concrete Crack.
Algorithms
Md. Monirul Islam, Md. Belal Hossain, Md. Nasim Akhtar, Mohammad Ali Moni, Khondokar Fida Hasan
2022 — conf
Convolutional Neural Network Model to Detect COVID-19 Patients Utilizing Chest X-Ray Images.
MIET (1)
Md. Shahriare Satu, Khair Ahammed, Mohammad Zoynul Abedin, Md. Auhidur Rahman, Sheikh Mohammed Shariful Islam, A. K. M. Azad, Salem A. Alyami, Mohammad Ali Moni
2022 J jnl
DeepDNAbP: A deep learning-based hybrid approach to improve the identification of deoxyribonucleic acid-binding proteins.
Comput. Biol. Medicine
Md. Faruk Hosen, S. M. Hasan Mahmud, Kawsar Ahmed, Wenyu Chen, Mohammad Ali Moni, Hong-Wen Deng, Watshara Shoombuatong, Md. Mehedi Hasan
2022 J jnl
EEG-based emotion analysis using non-linear features and ensemble learning approaches.
Expert Syst. Appl.
Md. Mustafizur Rahman, Ajay Krishno Sarkar, Md. Amzad Hossain, Mohammad Ali Moni
2022 J jnl
Efficient Machine Learning Models for Early Stage Detection of Autism Spectrum Disorder.
Algorithms
Mousumi Bala, Mohammad Hanif Ali, Md. Shahriare Satu, Khondokar Fida Hasan, Mohammad Ali Moni
2022 J jnl
Identification of glycophorin C as a prognostic marker for human breast cancer using bioinformatic analysis.
Netw. Model. Anal. Health Informatics Bioinform.
Md. Shahedur Rahman, Polash Kumar Biswas, Subbroto Kumar Saha, Mohammad Ali Moni
2022 J jnl
Identifying Heterogeneity of Diabetics Mellitus Based on the Demographical and Clinical Characteristics.
Hum. Centric Intell. Syst.
Linta Islam, Md. Rafiqul Islam, Shanjita Akter, Md Zobaer Hasan, Mohammad Ali Moni, Mohammed Nasir Uddin
2022 J jnl
Improved prediction and characterization of blood-brain barrier penetrating peptides using estimated propensity scores of dipeptides.
J. Comput. Aided Mol. Des.
Phasit Charoenkwan, Pramote Chumnanpuen, Nalini Schaduangrat, Pietro Lio', Mohammad Ali Moni, Watshara Shoombuatong
2022 J jnl
Machine Learning-based Lung and Colon Cancer Detection using Deep Feature Extraction and Ensemble Learning.
CoRR
Md. Alamin Talukder, Md. Manowarul Islam, Md. Ashraf Uddin, Arnisha Akhter, Khondokar Fida Hasan, Mohammad Ali Moni
2022 J jnl
Machine learning models for classification and identification of significant attributes to detect type 2 diabetes.
Health Inf. Sci. Syst.
Koushik Chandra Howlader, Md. Shahriare Satu, Md. Abdul Awal, Md. Rabiul Islam, Sheikh Mohammed Shariful Islam, Julian M. W. Quinn, Mohammad Ali Moni
2022 J jnl
Machine learning-based lung and colon cancer detection using deep feature extraction and ensemble learning.
Expert Syst. Appl.
Md. Alamin Talukder, Md. Manowarul Islam, Md. Ashraf Uddin, Arnisha Akhter, Khondokar Fida Hasan, Mohammad Ali Moni
2022 J jnl
NEPTUNE: A novel computational approach for accurate and large-scale identification of tumor homing peptides.
Comput. Biol. Medicine
Phasit Charoenkwan, Nalini Schaduangrat, Pietro Lio', Mohammad Ali Moni, Balachandran Manavalan, Watshara Shoombuatong
2022 J jnl
Novel Algorithm for Multi-Time Data Implantation in a Special Cyber-Manufacturing Architecture.
Algorithms
Mahbubun Nahar, A. H. M. Kamal, Md. Rafiul Hassan, Mohammad Ali Moni
2022 — conf
Predictive risk modelling in mental health issues using machine learning on graphs.
ACSW
Haohui Lu, Shahadat Uddin, Farshid Hajati, Matloob Khushi, Mohammad Ali Moni
2022 J jnl
SAPPHIRE: A stacking-based ensemble learning framework for accurate prediction of thermophilic proteins.
Comput. Biol. Medicine
Phasit Charoenkwan, Nalini Schaduangrat, Mohammad Ali Moni, Pietro Lio', Balachandran Manavalan, Watshara Shoombuatong
2022 — conf
Towards Explainable and Privacy-Preserving Artificial Intelligence for Personalisation in Autism Spectrum Disorder.
HCI (8)
Mufti Mahmud, M. Shamim Kaiser, Muhammad Arifur Rahman, Tanu Wadhera, David J. Brown, Nicholas Shopland, Andrew M. Burton, Thomas Hughes-Roberts, Shamim Al Mamun, Cosimo Ieracitano, Marzia Hoque Tania, Mohammad Ali Moni, Sheikh Mohammed Shariful Islam, Kanad Ray, Mohammad Shahadat Hossain
2021 J jnl
A Dynamic Topic Identification and Labeling Approach of COVID-19 Tweets.
CoRR
Khandaker Tayef Shahriar, Iqbal H. Sarker, Muhammad Nazrul Islam, Mohammad Ali Moni
2021 J jnl
A Human-Robot Interaction System Calculating Visual Focus of Human's Attention Level.
IEEE Access
Partha Chakraborty, Sabbir Ahmed, Mohammad Abu Yousuf, A. K. M. Azad, Salem A. Alyami, Mohammad Ali Moni
2021 J jnl
A deep learning approach using effective preprocessing techniques to detect COVID-19 from chest CT-scan and X-ray images.
Comput. Biol. Medicine
Khabir Uddin Ahamed, Manowarul Islam, Ashraf Uddin, Arnisha Akhter, Bikash Kumar Paul, Mohammad Abu Yousuf, Shahadat Uddin, Julian M. W. Quinn, Mohammad Ali Moni
2021 J jnl
Attribute Driven Temporal Active Online Community Search.
IEEE Access
Badhan Chandra Das, Md Musfique Anwar, Md. Al-Amin Bhuiyan, Iqbal H. Sarker, Salem A. Alyami, Mohammad Ali Moni
2021 J jnl
Bioinformatics and machine learning approach identifies potential drug targets and pathways in COVID-19.
Briefings Bioinform.
Md Rabiul Auwul, Md. Rezanur Rahman, Esra Gov, Md Shahjaman, Mohammad Ali Moni
2021 J jnl
Bioinformatics and machine learning methodologies to identify the effects of central nervous system disorders on glioblastoma progression.
Briefings Bioinform.
Md. Habibur Rahman, Humayan Kabir Rana, Silong Peng, Xiyuan Hu, Chen Chen, Julian M. W. Quinn, Mohammad Ali Moni
2021 J jnl
Bioinformatics and system biology approach to identify the influences of COVID-19 on cardiovascular and hypertensive comorbidities.
Briefings Bioinform.
Asif Nashiry, Shauli Sarmin Sumi, Salequl Islam, Julian M. W. Quinn, Mohammad Ali Moni
2021 J jnl
Bioinformatics and system biology approaches to identify pathophysiological impact of COVID-19 to the progression and severity of neurological diseases.
Comput. Biol. Medicine
Md. Habibur Rahman, Humayan Kabir Rana, Silong Peng, Md. Golam Kibria, Md Zahidul Islam, S. M. Hasan Mahmud, Mohammad Ali Moni
2021 J jnl
Bioinformatics and system biology approaches to identify the diseasome and comorbidities complexities of SARS-CoV-2 infection with the digestive tract disorders.
Briefings Bioinform.
Md Asif Nashiry, Shauli Sarmin Sumi, Mohammad Umer Sharif Shohan, Salem A. Alyami, A. K. M. Azad, Mohammad Ali Moni
2021 J jnl
C-C Chemokine receptor-like 2 (CCRL2) acts as coreceptor for human immunodeficiency virus-2.
Briefings Bioinform.
Salequl Islam, Mohammad Ali Moni, Umme Laila Urmi, Atsushi Tanaka, Hiroo Hoshino
2021 — conf
COVID-Hero: Machine Learning Based COVID-19 Awareness Enhancement Mobile Game for Children.
AII
Md. Shahriare Satu, K. Shayekh Ebne Mizan, Syeda Anika Jerin, Md Whaiduzzaman, Alistair Barros, Kawsar Ahmed, Mohammad Ali Moni
2021 J jnl
Diagnosis of hearing deficiency using EEG based AEP signals: CWT and improved-VGG16 pipeline.
PeerJ Comput. Sci.
Md Nahidul Islam, Norizam Sulaiman, Fahmid Al Farid, Jia Uddin, Salem A. Alyami, Mamunur Rashid, Anwar P. P. Abdul Majeed, Mohammad Ali Moni
2021 J jnl
Diseasome and comorbidities complexities of SARS-CoV-2 infection with common malignant diseases.
Briefings Bioinform.
Md. Shahriare Satu, Md. Imran Khan, Md. Rezanur Rahman, Koushik Chandra Howlader, Shatabdi Roy, Shuvo Saha Roy, Julian M. W. Quinn, Mohammad Ali Moni
2021 J jnl
EEG Channel Correlation Based Model for Emotion Recognition.
Comput. Biol. Medicine
Md. Rabiul Islam, Md. Milon Islam, Md. Mustafizur Rahman, Chayan Mondal, Suvojit Kumar Singha, Mohiuddin Ahmad, Md. Abdul Awal, Md. Saiful Islam, Mohammad Ali Moni
2021 J jnl
Effects of Bacille Calmette Guerin (BCG) vaccination during COVID-19 infection.
Comput. Biol. Medicine
Utpala Nanda Chowdhury, Md. Omar Faruqe, Md Mehedy, Shamim Ahmad, M. Babul Islam, Watshara Shoombuatong, A. K. M. Azad, Mohammad Ali Moni
2021 J jnl
Emotion Recognition From EEG Signal Focusing on Deep Learning and Shallow Learning Techniques.
IEEE Access
Md. Rabiul Islam, Mohammad Ali Moni, Md. Milon Islam, Md Rashed-Al-Mahfuz, Md. Saiful Islam, Md. Kamrul Hasan, Md. Sabir Hossain, Mohiuddin Ahmad, Shahadat Uddin, A. K. M. Azad, Salem A. Alyami, Md. Atiqur Rahman Ahad, Pietro Lió
2021 J jnl
Gene expression profiling of SARS-CoV-2 infections reveal distinct primary lung cell and systemic immune infection responses that identify pathways relevant in COVID-19 disease.
Briefings Bioinform.
Mohammad Ali Moni, Julian M. W. Quinn, Nese Sinmaz, Matthew A. Summers
2021 J jnl
Heart disease prediction using supervised machine learning algorithms: Performance analysis and comparison.
Comput. Biol. Medicine
Md Mamun Ali, Bikash Kumar Paul, Kawsar Ahmed, Francis M. Bui, Julian M. W. Quinn, Mohammad Ali Moni
2021 J jnl
Identification of biomarkers and pathways for the SARS-CoV-2 infections that make complexities in pulmonary arterial hypertension patients.
Briefings Bioinform.
Tasnimul Alam Taz, Kawsar Ahmed, Bikash Kumar Paul, Fahad Ahmed Al-Zahrani, S. M. Hasan Mahmud, Mohammad Ali Moni
2021 J jnl
Identifying molecular insight of synergistic complexities for SARS-CoV-2 infection with pre-existing type 2 diabetes.
Comput. Biol. Medicine
M. Babul Islam, Utpala Nanda Chowdhury, Zulkar Nain, Shahadat Uddin, Mohammad Boshir Ahmed, Mohammad Ali Moni
2021 J jnl
Integration and interplay of machine learning and bioinformatics approach to identify genetic interaction related to ovarian cancer chemoresistance.
Briefings Bioinform.
Kexin Chen, Haoming Xu, Yiming Lei, Pietro Lió, Yuan Li, Hongyan Guo, Mohammad Ali Moni
2021 — conf
Lung Cancer Prediction Using Curriculum Learning Based Deep Neural Networks.
ICDH
Jackson Zhou, Matloob Khushi, Mohammad Ali Moni, Shahadat Uddin, Simon K. Poon
2021 J jnl
Lung cancer detection using enhanced segmentation accuracy.
Appl. Intell.
Onika Akter, Mohammad Ali Moni, Mohammad Mahfuzul Islam, Julian M. W. Quinn, A. H. M. Kamal
2021 J jnl
LungNet: A hybrid deep-CNN model for lung cancer diagnosis using CT and wearable sensor-based medical IoT data.
Comput. Biol. Medicine
Nuruzzaman Faruqui, Mohammad Abu Yousuf, Md Whaiduzzaman, A. K. M. Azad, Alistair Barros, Mohammad Ali Moni
2021 J jnl
Machine learning and network-based models to identify genetic risk factors to the progression and survival of colorectal cancer.
Comput. Biol. Medicine
Md. Jakir Hossain, Utpala Nanda Chowdhury, M. Babul Islam, Shahadat Uddin, Mohammad Boshir Ahmed, Julian M. W. Quinn, Mohammad Ali Moni
2021 J jnl
Machine learning-based statistical analysis for early stage detection of cervical cancer.
Comput. Biol. Medicine
Md Mamun Ali, Kawsar Ahmed, Francis M. Bui, Bikash Kumar Paul, Sobhy M. Ibrahim, Julian M. W. Quinn, Mohammad Ali Moni
2021 J jnl
Network-based identification genetic effect of SARS-CoV-2 infections to Idiopathic pulmonary fibrosis (IPF) patients.
Briefings Bioinform.
Tasnimul Alam Taz, Kawsar Ahmed, Bikash Kumar Paul, Md. Kawsar, Nargis Aktar, S. M. Hasan Mahmud, Mohammad Ali Moni
2021 J jnl
Pathogenetic profiling of COVID-19 and SARS-like viruses.
Briefings Bioinform.
Zulkar Nain, Humayan Kabir Rana, Pietro Liò, Sheikh Mohammed Shariful Islam, Matthew A. Summers, Mohammad Ali Moni
2021 J jnl
PreDTIs: prediction of drug-target interactions based on multiple feature information using gradient boosting framework with data balancing and feature selection techniques.
Briefings Bioinform.
S. M. Hasan Mahmud, Wenyu Chen, Yongsheng Liu, Md. Abdul Awal, Kawsar Ahmed, Md. Habibur Rahman, Mohammad Ali Moni
2021 J jnl
Public health utility of cause of death data: applying empirical algorithms to improve data quality.
BMC Medical Informatics Decis. Mak.
Sarah Charlotte Johnson, Matthew Cunningham, Ilse N. Dippenaar, Fablina Sharara, Eve E. Wool, Kareha M. Agesa, Chieh Han, Molly K. Miller-Petrie, Shadrach Wilson, John E. Fuller, Shelly Balassyano, Gregory J. Bertolacci, Nicole Davis Weaver, Jalal Arabloo, Alaa Badawi, Akshaya Srikanth Bhagavathula, Katrin Burkart, Luis Alberto Cámera, Felix Carvalho, Carlos A. Castañeda-Orjuela, Jee-Young Jasmine Choi, Dinh-Toi Chu, Xiaochen Dai, Mostafa Dianatinasab, Sophia Emmons-Bell, Eduarda Fernandes, Florian Fischer, Ahmad Ghashghaee, Mahaveer Golechha, Simon I. Hay, Khezar Hayat, Nathaniel J. Henry, Ramesh Holla, Mowafa S. Househ, Segun Emmanuel Ibitoye, Maryam Keramati, Ejaz Ahmad Khan, Yun Jin Kim, Adnan Kisa, Hamidreza Komaki, Ai Koyanagi, Samantha Leigh Larson, Kate E. LeGrand, Xuefeng Liu, Azeem Majeed, Reza Malekzadeh, Bahram Mohajer, Abdollah Mohammadian-Hafshejani, Reza Mohammadpourhodki, Shafiu Mohammed, Farnam Mohebi, Ali H. Mokdad, Mariam Molokhia, Lorenzo Monasta, Mohammad Ali Moni, Muhammad Naveed, Thi Lan Huong Nguyen, Andrew T. Olagunju, Samuel M. Ostroff, Fatemeh Pashazadeh Kan, David M. Pereira, Quang Pham Hai, Salman Rawaf, David Laith Rawaf, Andre M. N. Renzaho, Luca Ronfani, Abdallah M. Samy, Subramanian Senthilkumaran, Sadaf G. Sepanlou, Masood Ali Shaikh, David H. Shaw, Kenji Shibuya, Jasvinder A. Singh, Valentin Yurievich Skryabin, Anna Aleksandrovna Skryabina, Emma Elizabeth Spurlock, Eyayou Girma Tadesse, Mohamad-Hani Temsah, Marcos Roberto Tovani-Palone, Tran Xuan Bach, Gebiyaw Wudie Tsegaye, Pascual R. Valdez, Prashant M. Vishwanath, Giang Thu Vu, Yasir Waheed, Naohiro Yonemoto, Rafael Lozano, Alan D. Lopez, Christopher J. L. Murray, Mohsen Naghavi
2021 J jnl
Recognition of human emotions using EEG signals: A review.
Comput. Biol. Medicine
Md. Mustafizur Rahman, Ajay Krishno Sarkar, Md. Amzad Hossain, Md. Selim Hossain, Md. Rabiul Islam, Md. Biplob Hossain, Julian M. W. Quinn, Mohammad Ali Moni
2021 J jnl
SCNN: Scalogram-based convolutional neural network to detect obstructive sleep apnea using single-lead electrocardiogram signals.
Comput. Biol. Medicine
Fazla Rabbi Mashrur, Md. Saiful Islam, Dabasish Kumar Saha, S. M. Riazul Islam, Mohammad Ali Moni
2021 J jnl
TClustVID: A novel machine learning classification model to investigate topics and sentiment in COVID-19 tweets.
Knowl. Based Syst.
Md. Shahriare Satu, Md. Imran Khan, Mufti Mahmud, Shahadat Uddin, Matthew A. Summers, Julian M. W. Quinn, Mohammad Ali Moni
2021 — conf
The implementation of public health and economic measures during the first wave of COVID-19 by different countries with respect to time, infection rate and death rate.
ACSW
Shahadat Uddin, Tasadduq Imam, Mohammad Ali Moni
2021 J jnl
Transcriptomic studies revealed pathophysiological impact of COVID-19 to predominant health conditions.
Briefings Bioinform.
Zulkar Nain, Shital K. Barman, Md Moinuddin Sheam, Shifath Bin Syed, Abdus Samad, Julian M. W. Quinn, Mohammad Minnatul Karim, Mahbubul Kabir Himel, Rajib Kanti Roy, Mohammad Ali Moni, Sudhangshu Kumar Biswas
2021 J jnl
Use of Electronic Health Data for Disease Prediction: A Comprehensive Literature Review.
IEEE ACM Trans. Comput. Biol. Bioinform.
Md Ekramul Hossain, Arif Khan, Mohammad Ali Moni, Shahadat Uddin
2021 J jnl
rMisbeta: A robust missing value imputation approach in transcriptomics and metabolomics data.
Comput. Biol. Medicine
Md Shahjaman, Md. Rezanur Rahman, Tania Islam, Md Rabiul Auwul, Mohammad Ali Moni, Md. Nurul Haque Mollah
2020 J jnl
A machine learning model to identify early stage symptoms of SARS-Cov-2 infected patients.
Expert Syst. Appl.
Md. Martuza Ahamad, Sakifa Aktar, Md Rashed-Al-Mahfuz, Shahadat Uddin, Pietro Liò, Haoming Xu, Matthew A. Summers, Julian M. W. Quinn, Mohammad Ali Moni
2020 J jnl
Computational prediction of protein ubiquitination sites mapping on
Comput. Biol. Chem.
Md. Parvez Mosharaf, Md. Mehedi Hasan, Fee Faysal Ahmed, Mst. Shamima Khatun, Mohammad Ali Moni, Md. Nurul Haque Mollah
2020 J jnl
Machine Learning and Meta-Analysis Approach to Identify Patient Comorbidities and Symptoms that Increased Risk of Mortality in COVID-19.
CoRR
Sakifa Aktar, Ashis Talukder, Md. Martuza Ahamad, A. H. M. Kamal, Jahidur Rahman Khan, Md. Protikuzzaman, Nasif Hossain, Julian M. W. Quinn, Matthew A. Summers, Teng Liaw, Valsamma Eapen, Mohammad Ali Moni
2020 J jnl
Network-Based Computational Approach to Identify Delineating Common Cell Pathways Influencing Type 2 Diabetes and Diseases of Bone and Joints.
IEEE Access
Mohammad Ali Moni, M. Babul Islam, Md. Rezanur Rahman, Md Rashed-Al-Mahfuz, Md. Abdul Awal, Sheikh Mohammed Shariful Islam, Md. Nurul Haque Mollah, Julian M. W. Quinn
2020 J jnl
Predicting Patient COVID-19 Disease Severity by means of Statistical and Machine Learning Analysis of Blood Cell Transcriptome Data.
CoRR
Sakifa Aktar, Md. Martuza Ahamad, Md Rashed-Al-Mahfuz, A. K. M. Azad, Shahadat Uddin, A. H. M. Kamal, Salem A. Alyami, Ping-I Lin, Sheikh Mohammed Shariful Islam, Julian M. W. Quinn, Valsamma Eapen, Mohammad Ali Moni
2019 J jnl
A Novel Blended State Estimated Adaptive Controller for Voltage and Current Control of Microgrid Against Unknown Noise.
IEEE Access
Md. Shahin Munsi, Abu Bakar Siddique, Sajal K. Das, Sanjoy Kumar Paul, Md. Rabiul Islam, Mohammad Ali Moni
2019 C conf
A Novel Hybrid Machine Learning Model to Predict Diabetes Mellitus.
IJCCI
Md. Shahriare Satu, Syeda Tanjila Atik, Mohammad Ali Moni
2019 J jnl
A computational approach to identify blood cell-expressed Parkinson's disease biomarkers that are coordinately expressed in brain tissue.
Comput. Biol. Medicine
Mohammad Ali Moni, Humayan Kabir Rana, M. Babul Islam, Mohammad Boshir Ahmed, Haoming Xu, Md. Al Mehedi Hasan, Yiming Lei, Julian M. W. Quinn
2019 J jnl
A fast iris recognition system through optimum feature extraction.
PeerJ Comput. Sci.
Humayan Kabir Rana, Md. Shafiul Azam, Mst. Rashida Akhtar, Julian M. W. Quinn, Mohammad Ali Moni
2019 J jnl
A fast iris recognition system through optimum feature extraction.
PeerJ Prepr.
Humayan Kabir Rana, Md. Shafiul Azam, Mst. Rashida Akhtar, Julian M. W. Quinn, Mohammad Ali Moni
2019 J jnl
Bioinformatics Methodologies to Identify Interactions Between Type 2 Diabetes and Neurological Comorbidities.
IEEE Access
Md. Habibur Rahman, Silong Peng, Xiyuan Hu, Chen Chen, Shahadat Uddin, Julian M. W. Quinn, Mohammad Ali Moni
2019 J jnl
Comparing different supervised machine learning algorithms for disease prediction.
BMC Medical Informatics Decis. Mak.
Shahadat Uddin, Arif Khan, Md Ekramul Hossain, Mohammad Ali Moni
2019 J jnl
Genetic effects of welding fumes on the development of respiratory system diseases.
Comput. Biol. Medicine
Humayan Kabir Rana, Mst. Rashida Akhtar, M. Babul Islam, Mohammad Boshir Ahmed, Pietro Liò, Julian M. W. Quinn, Fazlul Huq, Mohammad Ali Moni
2019 C conf
Identification of Genetic Links of Thyroid Cancer to the Neurodegenerative and Chronic Diseases Progression: Insights from Systems Biology Approach.
IJCCI
Md. Ali Hossain, Sheikh Muhammad Saiful Islam, Tania Akter Asa, Muhammad Sajjad Hussain, Md. Rezanur Rahman, Ahmed Moustafa, Mohammad Ali Moni
2019 J jnl
Machine Learning-Based Models for Early Stage Detection of Autism Spectrum Disorders.
IEEE Access
Tania Akter, Md. Shahriare Satu, Md. Imran Khan, Mohammad Hanif Ali, Shahadat Uddin, Pietro Lió, Julian M. W. Quinn, Mohammad Ali Moni
2019 J jnl
Machine learning and bioinformatics models to identify gene expression patterns of ovarian cancer associated with disease progression and mortality.
J. Biomed. Informatics
Md. Ali Hossain, Sheikh Muhammad Saiful Islam, Julian M. W. Quinn, Fazlul Huq, Mohammad Ali Moni
2019 J jnl
Network-based approach to identify molecular signatures and therapeutic agents in Alzheimer's disease.
Comput. Biol. Chem.
Md. Rezanur Rahman, Tania Islam, Beste Turanli, Toyfiquz Zaman, Hossain Md. Faruquee, Md. Mafizur Rahman, Md. Nurul Haque Mollah, Ranjan Kumar Nanda, Kazim Yalçin Arga, Esra Gov, Mohammad Ali Moni
2018 C conf
A Network-Based Approach to Identify Molecular Signatures and Comorbidities of Thyroid Cancer.
IJCCI
Md. Ali Hossain, Tania Akter Asa, Fazlul Huq, Julian M. W. Quinn, Mohammad Ali Moni
2018 J jnl
A fast Iris recognition system through optimum feature extraction.
PeerJ Prepr.
Humayan Kabir Rana, Md. Shafiul Azam, Mst. Rashida Akhtar, Julian M. W. Quinn, Mohammad Ali Moni
2015 — —
Clinical bioinformatics and computational modelling for disease comorbidities diagnosis.
Mohammad Ali Moni
2015 J jnl
CytoCom: a Cytoscape app to visualize, query and analyse disease comorbidity networks.
Bioinform.
Mohammad Ali Moni, Haoming Xu, Pietro Liò
2015 J jnl
Network regularised Cox regression and multiplex network models to predict disease comorbidities and survival of cancer.
Comput. Biol. Chem.
Haoming Xu, Mohammad Ali Moni, Pietro Liò
2014 J jnl
Network-based analysis of comorbidities risk during an infection: SARS and HIV case studies.
BMC Bioinform.
Mohammad Ali Moni, Pietro Liò
2014 J jnl
comoR: a software for disease comorbidity risk assessment.
J. Clin. Bioinform.
Mohammad Ali Moni, Pietro Liò
2013 — conf
Comparing Viral (HIV) and Bacterial (Staphylococcus aureus) Infection of the Bone Tissue.
BIOINFORMATICS
Mohammad Ali Moni, Pietro Liò, Luciano Milanesi
2012 J jnl
Modelling osteomyelitis.
BMC Bioinform.
Pietro Liò, Nicola Paoletti, Mohammad Ali Moni, Kathryn Atwell, Emanuela Merelli, Marco Viceconti
2009 — conf
Object Identification Based on Deformable Templates and Genetic Algorithms.
BIFE
Mohammad Ali Moni, A. B. M. Shawkat Ali