Object Identification Based on Deformable Templates and Genetic Algorithms. - Mohammad Ali Moni; A. B. M. Shawkat Ali (BIFE, 2009)

Modelling osteomyelitis. - Pietro Liò; Nicola Paoletti; Mohammad Ali Moni; Kathryn Atwell; Emanuela Merelli; Marco Viceconti (BMC Bioinform., 2012)

Comparing Viral (HIV) and Bacterial (Staphylococcus aureus) Infection of the Bone Tissue. - Mohammad Ali Moni; Pietro Liò; Luciano Milanesi (BIOINFORMATICS, 2013)

Network-based analysis of comorbidities risk during an infection: SARS and HIV case studies. - Mohammad Ali Moni; Pietro Liò (BMC Bioinform., 2014)

comoR: a software for disease comorbidity risk assessment. - Mohammad Ali Moni; Pietro Liò (J. Clin. Bioinform., 2014)

CytoCom: a Cytoscape app to visualize, query and analyse disease comorbidity networks. - Mohammad Ali Moni; Haoming Xu; Pietro Liò (Bioinform., 2015)

Network regularised Cox regression and multiplex network models to predict disease comorbidities and survival of cancer. - Haoming Xu; Mohammad Ali Moni; Pietro Liò (Comput. Biol. Chem., 2015)

Clinical bioinformatics and computational modelling for disease comorbidities diagnosis. - Mohammad Ali Moni (2015)

A Network-Based Approach to Identify Molecular Signatures and Comorbidities of Thyroid Cancer. - Md. Ali Hossain; Tania Akter Asa; Fazlul Huq; Julian M. W. Quinn; Mohammad Ali Moni (IJCCI, 2018)

Identification of Genetic Links of Thyroid Cancer to the Neurodegenerative and Chronic Diseases Progression: Insights from Systems Biology Approach. - Md. Ali Hossain; Sheikh Muhammad Saiful Islam; Tania Akter Asa; Muhammad Sajjad Hussain; Md. Rezanur Rahman; Ahmed Moustafa; Mohammad Ali Moni (IJCCI, 2019)

A Novel Hybrid Machine Learning Model to Predict Diabetes Mellitus. - Md. Shahriare Satu; Syeda Tanjila Atik; Mohammad Ali Moni (IJCCI, 2019)

Machine Learning-Based Models for Early Stage Detection of Autism Spectrum Disorders. - Tania Akter; Md. Shahriare Satu; Md. Imran Khan; Mohammad Hanif Ali; Shahadat Uddin; Pietro Lió; Julian M. W. Quinn; Mohammad Ali Moni (IEEE Access, 2019)

A Novel Blended State Estimated Adaptive Controller for Voltage and Current Control of Microgrid Against Unknown Noise. - Md. Shahin Munsi; Abu Bakar Siddique; Sajal K. Das 002; Sanjoy Kumar Paul; Md. Rabiul Islam 001; Mohammad Ali Moni (IEEE Access, 2019)

Bioinformatics Methodologies to Identify Interactions Between Type 2 Diabetes and Neurological Comorbidities. - Md. Habibur Rahman; Silong Peng; Xiyuan Hu; Chen Chen 036; Shahadat Uddin; Julian M. W. Quinn; Mohammad Ali Moni (IEEE Access, 2019)

Network-based approach to identify molecular signatures and therapeutic agents in Alzheimer's disease. - 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 (Comput. Biol. Chem., 2019)

A computational approach to identify blood cell-expressed Parkinson's disease biomarkers that are coordinately expressed in brain tissue. - Mohammad Ali Moni; Humayan Kabir Rana; M. Babul Islam; Mohammad Boshir Ahmed; Haoming Xu; Md. Al Mehedi Hasan; Yiming Lei; Julian M. W. Quinn (Comput. Biol. Medicine, 2019)

Genetic effects of welding fumes on the development of respiratory system diseases. - Humayan Kabir Rana; Mst. Rashida Akhtar; M. Babul Islam; Mohammad Boshir Ahmed; Pietro Liò; Julian M. W. Quinn; Fazlul Huq; Mohammad Ali Moni (Comput. Biol. Medicine, 2019)

Machine learning and bioinformatics models to identify gene expression patterns of ovarian cancer associated with disease progression and mortality. - Md. Ali Hossain; Sheikh Muhammad Saiful Islam; Julian M. W. Quinn; Fazlul Huq; Mohammad Ali Moni (J. Biomed. Informatics, 2019)

Comparing different supervised machine learning algorithms for disease prediction. - Shahadat Uddin; Arif Khan 001; Md Ekramul Hossain; Mohammad Ali Moni (BMC Medical Informatics Decis. Mak., 2019)

A fast iris recognition system through optimum feature extraction. - Humayan Kabir Rana; Md. Shafiul Azam; Mst. Rashida Akhtar; Julian M. W. Quinn; Mohammad Ali Moni (PeerJ Prepr., 2019)

Network-Based Computational Approach to Identify Delineating Common Cell Pathways Influencing Type 2 Diabetes and Diseases of Bone and Joints. - 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 (IEEE Access, 2020)

Computational prediction of protein ubiquitination sites mapping on Arabidopsis thaliana. - Md. Parvez Mosharaf; Md. Mehedi Hasan 002; Fee Faysal Ahmed; Mst. Shamima Khatun; Mohammad Ali Moni; Md. Nurul Haque Mollah (Comput. Biol. Chem., 2020)

Machine Learning and Meta-Analysis Approach to Identify Patient Comorbidities and Symptoms that Increased Risk of Mortality in COVID-19. - 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 (CoRR, 2020)

Predicting Patient COVID-19 Disease Severity by means of Statistical and Machine Learning Analysis of Blood Cell Transcriptome Data. - 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 (CoRR, 2020)

A machine learning model to identify early stage symptoms of SARS-Cov-2 infected patients. - 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 (Expert Syst. Appl., 2020)

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. - Shahadat Uddin; Tasadduq Imam; Mohammad Ali Moni (ACSW, 2021)

COVID-Hero: Machine Learning Based COVID-19 Awareness Enhancement Mobile Game for Children. - Md. Shahriare Satu; K. Shayekh Ebne Mizan; Syeda Anika Jerin; Md Whaiduzzaman; Alistair Barros; Kawsar Ahmed; Mohammad Ali Moni (AII, 2021)

Lung Cancer Prediction Using Curriculum Learning Based Deep Neural Networks. - Jackson Zhou; Matloob Khushi; Mohammad Ali Moni; Shahadat Uddin; Simon K. Poon (ICDH, 2021)

A Human-Robot Interaction System Calculating Visual Focus of Human's Attention Level. - Partha Chakraborty; Sabbir Ahmed; Mohammad Abu Yousuf; A. K. M. Azad; Salem A. Alyami; Mohammad Ali Moni (IEEE Access, 2021)

Attribute Driven Temporal Active Online Community Search. - Badhan Chandra Das; Md Musfique Anwar; Md. Al-Amin Bhuiyan; Iqbal H. Sarker; Salem A. Alyami; Mohammad Ali Moni (IEEE Access, 2021)

Emotion Recognition From EEG Signal Focusing on Deep Learning and Shallow Learning Techniques. - Md. Rabiul Islam 007; Mohammad Ali Moni; Md. Milon Islam; Md Rashed-Al-Mahfuz; Md. Saiful Islam 003; Md. Kamrul Hasan 002; Md. Sabir Hossain; Mohiuddin Ahmad; Shahadat Uddin; A. K. M. Azad; Salem A. Alyami; Md. Atiqur Rahman Ahad; et al. (IEEE Access, 2021)

Lung cancer detection using enhanced segmentation accuracy. - Onika Akter; Mohammad Ali Moni; Mohammad Mahfuzul Islam; Julian M. W. Quinn; A. H. M. Kamal (Appl. Intell., 2021)

Bioinformatics and machine learning approach identifies potential drug targets and pathways in COVID-19. - Md Rabiul Auwul; Md. Rezanur Rahman; Esra Gov; Md Shahjaman; Mohammad Ali Moni (Briefings Bioinform., 2021)

Integration and interplay of machine learning and bioinformatics approach to identify genetic interaction related to ovarian cancer chemoresistance. - Kexin Chen 003; Haoming Xu; Yiming Lei; Pietro Lió; Yuan Li; Hongyan Guo; Mohammad Ali Moni (Briefings Bioinform., 2021)

PreDTIs: prediction of drug-target interactions based on multiple feature information using gradient boosting framework with data balancing and feature selection techniques. - S. M. Hasan Mahmud; Wenyu Chen; Yongsheng Liu; Md. Abdul Awal; Kawsar Ahmed; Md. Habibur Rahman; Mohammad Ali Moni (Briefings Bioinform., 2021)

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. - Mohammad Ali Moni; Julian M. W. Quinn; Nese Sinmaz; Matthew A. Summers (Briefings Bioinform., 2021)

Transcriptomic studies revealed pathophysiological impact of COVID-19 to predominant health conditions. - 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 (Briefings Bioinform., 2021)

Pathogenetic profiling of COVID-19 and SARS-like viruses. - Zulkar Nain; Humayan Kabir Rana; Pietro Liò; Sheikh Mohammed Shariful Islam; Matthew A. Summers; Mohammad Ali Moni (Briefings Bioinform., 2021)

Bioinformatics and system biology approach to identify the influences of COVID-19 on cardiovascular and hypertensive comorbidities. - Asif Nashiry; Shauli Sarmin Sumi; Salequl Islam; Julian M. W. Quinn; Mohammad Ali Moni (Briefings Bioinform., 2021)

Bioinformatics and system biology approaches to identify the diseasome and comorbidities complexities of SARS-CoV-2 infection with the digestive tract disorders. - Md Asif Nashiry; Shauli Sarmin Sumi; Mohammad Umer Sharif Shohan; Salem A. Alyami; A. K. M. Azad; Mohammad Ali Moni (Briefings Bioinform., 2021)

Bioinformatics and machine learning methodologies to identify the effects of central nervous system disorders on glioblastoma progression. - Md. Habibur Rahman; Humayan Kabir Rana; Silong Peng; Xiyuan Hu; Chen Chen 036; Julian M. W. Quinn; Mohammad Ali Moni (Briefings Bioinform., 2021)

Diseasome and comorbidities complexities of SARS-CoV-2 infection with common malignant diseases. - Md. Shahriare Satu; Md. Imran Khan; Md. Rezanur Rahman; Koushik Chandra Howlader; Shatabdi Roy; Shuvo Saha Roy; Julian M. W. Quinn; Mohammad Ali Moni (Briefings Bioinform., 2021)

Identification of biomarkers and pathways for the SARS-CoV-2 infections that make complexities in pulmonary arterial hypertension patients. - Tasnimul Alam Taz; Kawsar Ahmed; Bikash Kumar Paul; Fahad Ahmed Al-Zahrani; S. M. Hasan Mahmud; Mohammad Ali Moni (Briefings Bioinform., 2021)

Network-based identification genetic effect of SARS-CoV-2 infections to Idiopathic pulmonary fibrosis (IPF) patients. - Tasnimul Alam Taz; Kawsar Ahmed; Bikash Kumar Paul; Md. Kawsar; Nargis Aktar; S. M. Hasan Mahmud; Mohammad Ali Moni (Briefings Bioinform., 2021)

A deep learning approach using effective preprocessing techniques to detect COVID-19 from chest CT-scan and X-ray images. - Khabir Uddin Ahamed; Manowarul Islam; Ashraf Uddin 004; Arnisha Akhter; Bikash Kumar Paul; Mohammad Abu Yousuf; Shahadat Uddin; Julian M. W. Quinn; Mohammad Ali Moni (Comput. Biol. Medicine, 2021)

Machine learning-based statistical analysis for early stage detection of cervical cancer. - Md Mamun Ali; Kawsar Ahmed; Francis M. Bui; Bikash Kumar Paul; Sobhy M. Ibrahim; Julian M. W. Quinn; Mohammad Ali Moni (Comput. Biol. Medicine, 2021)

Heart disease prediction using supervised machine learning algorithms: Performance analysis and comparison. - Md Mamun Ali; Bikash Kumar Paul; Kawsar Ahmed; Francis M. Bui; Julian M. W. Quinn; Mohammad Ali Moni (Comput. Biol. Medicine, 2021)

Effects of Bacille Calmette Guerin (BCG) vaccination during COVID-19 infection. - Utpala Nanda Chowdhury; Md. Omar Faruqe; Md Mehedy; Shamim Ahmad; M. Babul Islam; Watshara Shoombuatong; A. K. M. Azad; Mohammad Ali Moni (Comput. Biol. Medicine, 2021)

LungNet: A hybrid deep-CNN model for lung cancer diagnosis using CT and wearable sensor-based medical IoT data. - Nuruzzaman Faruqui; Mohammad Abu Yousuf; Md Whaiduzzaman; A. K. M. Azad; Alistair Barros; Mohammad Ali Moni (Comput. Biol. Medicine, 2021)

Machine learning and network-based models to identify genetic risk factors to the progression and survival of colorectal cancer. - Md. Jakir Hossain; Utpala Nanda Chowdhury; M. Babul Islam; Shahadat Uddin; Mohammad Boshir Ahmed; Julian M. W. Quinn; Mohammad Ali Moni (Comput. Biol. Medicine, 2021)

Identifying molecular insight of synergistic complexities for SARS-CoV-2 infection with pre-existing type 2 diabetes. - M. Babul Islam; Utpala Nanda Chowdhury; Zulkar Nain; Shahadat Uddin; Mohammad Boshir Ahmed; Mohammad Ali Moni (Comput. Biol. Medicine, 2021)

EEG Channel Correlation Based Model for Emotion Recognition. - Md. Rabiul Islam 007; Md. Milon Islam; Md. Mustafizur Rahman; Chayan Mondal; Suvojit Kumar Singha; Mohiuddin Ahmad; Md. Abdul Awal; Md. Saiful Islam 003; Mohammad Ali Moni (Comput. Biol. Medicine, 2021)

SCNN: Scalogram-based convolutional neural network to detect obstructive sleep apnea using single-lead electrocardiogram signals. - Fazla Rabbi Mashrur; Md. Saiful Islam 003; Dabasish Kumar Saha; S. M. Riazul Islam; Mohammad Ali Moni (Comput. Biol. Medicine, 2021)

Bioinformatics and system biology approaches to identify pathophysiological impact of COVID-19 to the progression and severity of neurological diseases. - Md. Habibur Rahman; Humayan Kabir Rana; Silong Peng; Md. Golam Kibria; Md Zahidul Islam 001; S. M. Hasan Mahmud; Mohammad Ali Moni (Comput. Biol. Medicine, 2021)

Recognition of human emotions using EEG signals: A review. - Md. Mustafizur Rahman; Ajay Krishno Sarkar; Md. Amzad Hossain; Md. Selim Hossain; Md. Rabiul Islam 007; Md. Biplob Hossain; Julian M. W. Quinn; Mohammad Ali Moni (Comput. Biol. Medicine, 2021)

rMisbeta: A robust missing value imputation approach in transcriptomics and metabolomics data. - Md Shahjaman; Md. Rezanur Rahman; Tania Islam; Md Rabiul Auwul; Mohammad Ali Moni; Md. Nurul Haque Mollah (Comput. Biol. Medicine, 2021)

A Dynamic Topic Identification and Labeling Approach of COVID-19 Tweets. - Khandaker Tayef Shahriar; Iqbal H. Sarker; Muhammad Nazrul Islam; Mohammad Ali Moni (CoRR, 2021)

TClustVID: A novel machine learning classification model to investigate topics and sentiment in COVID-19 tweets. - Md. Shahriare Satu; Md. Imran Khan; Mufti Mahmud; Shahadat Uddin; Matthew A. Summers; Julian M. W. Quinn; Mohammad Ali Moni (Knowl. Based Syst., 2021)

Public health utility of cause of death data: applying empirical algorithms to improve data quality. - 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; et al. (BMC Medical Informatics Decis. Mak., 2021)

Use of multidimensional item response theory methods for dementia prevalence prediction: an example using the Health and Retirement Survey and the Aging, Demographics, and Memory Study. - Emma Nichols; Foad Abd-Allah; Amir Abdoli; Ahmed Abualhasan; Eman Abu-Gharbieh; Ashkan Afshin; Rufus Akinyemi; Fahad Mashhour Alanezi; Vahid Alipour; Amir Almasi-Hashiani; Jalal Arabloo; Amir Ashraf-Ganjouei; et al. (BMC Medical Informatics Decis. Mak., 2021)

Diagnosis of hearing deficiency using EEG based AEP signals: CWT and improved-VGG16 pipeline. - Md Nahidul Islam; Norizam Sulaiman; Fahmid Al Farid; Jia Uddin; Salem A. Alyami; Mamunur Rashid; Anwar P. P. Abdul Majeed; Mohammad Ali Moni (PeerJ Comput. Sci., 2021)

Use of Electronic Health Data for Disease Prediction: A Comprehensive Literature Review. - Md Ekramul Hossain; Arif Khan 001; Mohammad Ali Moni; Shahadat Uddin (IEEE ACM Trans. Comput. Biol. Bioinform., 2021)

C-C Chemokine receptor-like 2 (CCRL2) acts as coreceptor for human immunodeficiency virus-2. - Salequl Islam; Mohammad Ali Moni; Umme Laila Urmi; Atsushi Tanaka; Hiroo Hoshino (Briefings Bioinform., 2021)

Predictive risk modelling in mental health issues using machine learning on graphs. - Haohui Lu; Shahadat Uddin; Farshid Hajati; Matloob Khushi; Mohammad Ali Moni (ACSW, 2022)

Towards Explainable and Privacy-Preserving Artificial Intelligence for Personalisation in Autism Spectrum Disorder. - Mufti Mahmud; M. Shamim Kaiser; Muhammad Arifur Rahman; Tanu Wadhera; David J. Brown 001; Nicholas Shopland; Andrew M. Burton; Thomas Hughes-Roberts; Shamim Al Mamun; Cosimo Ieracitano; Marzia Hoque Tania; Mohammad Ali Moni; et al. (HCI (8), 2022)

Convolutional Neural Network Model to Detect COVID-19 Patients Utilizing Chest X-Ray Images. - 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 (MIET (1), 2022)

Efficient Machine Learning Models for Early Stage Detection of Autism Spectrum Disorder. - Mousumi Bala; Mohammad Hanif Ali; Md. Shahriare Satu; Khondokar Fida Hasan; Mohammad Ali Moni (Algorithms, 2022)

CNN Based on Transfer Learning Models Using Data Augmentation and Transformation for Detection of Concrete Crack. - Md. Monirul Islam; Md. Belal Hossain; Md. Nasim Akhtar; Mohammad Ali Moni; Khondokar Fida Hasan (Algorithms, 2022)

Novel Algorithm for Multi-Time Data Implantation in a Special Cyber-Manufacturing Architecture. - Mahbubun Nahar; A. H. M. Kamal; Md. Rafiul Hassan; Mohammad Ali Moni (Algorithms, 2022)

A patient network-based machine learning model for disease prediction: The case of type 2 diabetes mellitus. - Haohui Lu; Shahadat Uddin; Farshid Hajati; Mohammad Ali Moni; Matloob Khushi (Appl. Intell., 2022)

A classification of MRI brain tumor based on two stage feature level ensemble of deep CNN models. - Nahid Ferdous Aurna; Mohammad Abu Yousuf; Kazi Abu Taher; A. K. M. Azad; Mohammad Ali Moni (Comput. Biol. Medicine, 2022)

NEPTUNE: A novel computational approach for accurate and large-scale identification of tumor homing peptides. - Phasit Charoenkwan; Nalini Schaduangrat; Pietro Lio'; Mohammad Ali Moni; Balachandran Manavalan; Watshara Shoombuatong (Comput. Biol. Medicine, 2022)

SAPPHIRE: A stacking-based ensemble learning framework for accurate prediction of thermophilic proteins. - Phasit Charoenkwan; Nalini Schaduangrat; Mohammad Ali Moni; Pietro Lio'; Balachandran Manavalan; Watshara Shoombuatong (Comput. Biol. Medicine, 2022)

DeepDNAbP: A deep learning-based hybrid approach to improve the identification of deoxyribonucleic acid-binding proteins. - Md. Faruk Hosen; S. M. Hasan Mahmud; Kawsar Ahmed; Wenyu Chen; Mohammad Ali Moni; Hong-Wen Deng; Watshara Shoombuatong; Md. Mehedi Hasan 002 (Comput. Biol. Medicine, 2022)

EEG-based emotion analysis using non-linear features and ensemble learning approaches. - Md. Mustafizur Rahman; Ajay Krishno Sarkar; Md. Amzad Hossain; Mohammad Ali Moni (Expert Syst. Appl., 2022)

Machine learning-based lung and colon cancer detection using deep feature extraction and ensemble learning. - Md. Alamin Talukder; Md. Manowarul Islam; Md. Ashraf Uddin 001; Arnisha Akhter; Khondokar Fida Hasan; Mohammad Ali Moni (Expert Syst. Appl., 2022)

Machine learning models for classification and identification of significant attributes to detect type 2 diabetes. - Koushik Chandra Howlader; Md. Shahriare Satu; Md. Abdul Awal; Md. Rabiul Islam 001; Sheikh Mohammed Shariful Islam; Julian M. W. Quinn; Mohammad Ali Moni (Health Inf. Sci. Syst., 2022)

Improved prediction and characterization of blood-brain barrier penetrating peptides using estimated propensity scores of dipeptides. - Phasit Charoenkwan; Pramote Chumnanpuen; Nalini Schaduangrat; Pietro Lio'; Mohammad Ali Moni; Watshara Shoombuatong (J. Comput. Aided Mol. Des., 2022)

Identification of glycophorin C as a prognostic marker for human breast cancer using bioinformatic analysis. - Md. Shahedur Rahman; Polash Kumar Biswas; Subbroto Kumar Saha; Mohammad Ali Moni (Netw. Model. Anal. Health Informatics Bioinform., 2022)

Identifying Heterogeneity of Diabetics Mellitus Based on the Demographical and Clinical Characteristics. - Linta Islam; Md. Rafiqul Islam 004; Shanjita Akter; Md Zobaer Hasan; Mohammad Ali Moni; Mohammed Nasir Uddin (Hum. Centric Intell. Syst., 2022)

CervixMed: Detecting Cervical Cancer based on combinational data using Hybrid architecture. - Debashis Gupta; Aditi Golder; Md Mahfuzul Haque; Mohammad Ali Moni (DICTA, 2023)

A Comprehensive Review of Green Computing: Past, Present, and Future Research. - 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 (IEEE Access, 2023)

PSRTTCA: A new approach for improving the prediction and characterization of tumor T cell antigens using propensity score representation learning. - Phasit Charoenkwan; Chonlatip Pipattanaboon; Chanin Nantasenamat; Md. Mehedi Hasan 002; Mohammad Ali Moni; Pietro Lio'; Watshara Shoombuatong (Comput. Biol. Medicine, 2023)

An Integrated Statistical and Clinically Applicable Machine Learning Framework for the Detection of Autism Spectrum Disorder. - Md. Jamal Uddin; Md. Martuza Ahamad; Prodip Kumar Sarker; Sakifa Aktar; Naif Mohammed Alotaibi; Salem A. Alyami; Muhammad Ashad Kabir; Mohammad Ali Moni (Comput., 2023)

A robust and clinically applicable deep learning model for early detection of Alzheimer's. - Md. Masud Rana; Md. Manowarul Islam; Md. Alamin Talukder; Md. Ashraf Uddin 001; Sunil Aryal; Naif Mohammed Alotaibi; Salem A. Alyami; Khondokar Fida Hasan; Mohammad Ali Moni (IET Image Process., 2023)

A Comparison of Machine Learning Techniques for the Detection of Type-2 Diabetes Mellitus: Experiences from Bangladesh. - 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 (Inf., 2023)

A dependable hybrid machine learning model for network intrusion detection. - Md. Alamin Talukder; Khondokar Fida Hasan; Md. Manowarul Islam; Ashraf Uddin 004; Arnisha Akhter; Mohammad Abu Yousuf; Fares Alharbi; Mohammad Ali Moni (J. Inf. Secur. Appl., 2023)

Monitoring water quality metrics of ponds with IoT sensors and machine learning to predict fish species survival. - Md. Monirul Islam; Mohammod Abul Kashem; Salem A. Alyami; Mohammad Ali Moni (Microprocess. Microsystems, 2023)

An integrated in-silico Pharmaco-BioInformatics approaches to identify synergistic effects of COVID-19 to HIV patients. - Md. Arju Hossain; Md. Habibur Rahman; Habiba Sultana; Asif Ahsan; Saiful Islam Rayhan; Md Imran Hasan; Md. Sohel; Pratul Dipta Somadder; Mohammad Ali Moni (Comput. Biol. Medicine, 2023)

GRU-INC: An inception-attention based approach using GRU for human activity recognition. - Taima Rahman Mim; Maliha Amatullah; Sadia Afreen; Mohammad Abu Yousuf; Shahadat Uddin; Salem A. Alyami; Khondokar Fida Hasan; Mohammad Ali Moni (Expert Syst. Appl., 2023)

Integration of Mendelian randomisation and systems biology models to identify novel blood-based biomarkers for stroke. - Tania Islam; Md. Rezanur Rahman; Asaduzzaman Khan; Mohammad Ali Moni (J. Biomed. Informatics, 2023)

HARDC : A novel ECG-based heartbeat classification method to detect arrhythmia using hierarchical attention based dual structured RNN with dilated CNN. - Md. Shofiqul Islam; Khondokar Fida Hasan; Sunjida Sultana; Shahadat Uddin; Pietro Lio'; Julian M. W. Quinn; Mohammad Ali Moni (Neural Networks, 2023)

The pathogenetic influence of smoking on SARS-CoV-2 infection: Integrative transcriptome and regulomics analysis of lung epithelial cells. - Md. Ali Hossain; Tania Akter Asa; Md Rabiul Auwul; Md. Aktaruzzaman; Md. Mahfizur Rahman; M. Zahidur Rahman; Mohammad Ali Moni (Comput. Biol. Medicine, 2023)

StackFBAs: Detection of fetal brain abnormalities using CNN with stacking strategy from MRI images. - 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 (J. King Saud Univ. Comput. Inf. Sci., 2023)

FP-CNN: Fuzzy pooling-based convolutional neural network for lung ultrasound image classification with explainable AI. - Md. Mahmodul Hasan; Muhammad Minoar Hossain; Mohammad Motiur Rahman; A. K. M. Azad; Salem A. Alyami; Mohammad Ali Moni (Comput. Biol. Medicine, 2023)

An efficient deep learning model to categorize brain tumor using reconstruction and fine-tuning. - Md. Alamin Talukder; Md. Manowarul Islam; Md. Ashraf Uddin 001; Arnisha Akhter; Md. Alamgir Jalil Pramanik; Sunil Aryal; Muhammad Ali Abdulllah Almoyad; Khondokar Fida Hasan; Mohammad Ali Moni (Expert Syst. Appl., 2023)

Real-Time Human Activity Recognition Using Non-intrusive Sensing and Continual Learning. - Md Geaur Rahman; Sabih ur Rehman; Shanna M. Fealy; Johan Sebastian Ramirez Vallejo; Aayush Fuskelay; Mohammad Ali Moni (AI (2), 2024)

Sleep Apnea Detection through HRV and SPO2 Analysis of Single-Lead ECG Signals Using Machine Learning Algorithms. - Md. Ashraful Islam; Sudipto Chaki; Mohammad Abu Yousuf; Mohammad Ali Moni (ICCA, 2024)

SeizureFed: Federated Learning for Pediatric Seizure Detection through EEG Using E-ResNet. - Maleeha Kaikaus; Sabbir Ahmed; Mohammad Abu Yousuf; Mohammad Ali Moni (ICCA, 2024)

Bias in Deep Learning Skin Cancer Detection: Parallel Residual Convolution Network Classification and Racial Bias Quantification: Skin Cancer Racial Bias. - Sumaiya Binte Shahid; Mohammad Abu Yousuf; Md. Biplob Hosen; Sabbir Ahmed; Mohammad Ali Moni (ICCA, 2024)

Bengali Cyberbullying: Detection, Categorization, and Gender Bias Analysis. - Md. Mithun Hossain; Md Shakil Hossain; Sudipto Chaki; Md. Saifur Rahman; Mohammad Ali Moni (ICDM (Workshops), 2024)

GDRNet: A Novel Graph Neural Network Architecture for Diabetic Retinopathy Detection. - 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 (ICDM (Workshops), 2024)

UMML: Layout-aware Text-Image Fusion for Unified Multilingual Multimodal Learning. - Hariram Veeramani; Surendrabikram Thapa; Mohammad Salman; Mohammad Ali Moni; Usman Naseem (ICDM (Workshops), 2024)

EAH-Net: A Novel Ensemble Attention-Based Hybrid Architecture for Breast Cancer Diagnosis Utilizing Ultrasound Images. - Md. Zahid Hasan; Shahed Hossain; Risul Islam Jim; Abdullah Al-Mamun Bulbul; Md. Tanvir Rahman; Mohammad Ali Moni (MCHM@MM, 2024)

Deep and Shallow Learning Model-Based Sleep Apnea Diagnosis Systems: A Comprehensive Study. - Roksana Akter Raisa; Ayesha Siddika Rodela; Mohammad Abu Yousuf; A. K. M. Azad; Salem A. Alyami; Pietro Liò; Md Zahidul Islam 001; Ganna Pogrebna; Mohammad Ali Moni (IEEE Access, 2024)

Single-cell RNA-seq data analysis reveals functionally relevant biomarkers of early brain development and their regulatory footprints in human embryonic stem cells (hESCs). - Md Alamin; Most Humaira Sultana; Isaac Adeyemi Babarinde; A. K. M. Azad; Mohammad Ali Moni; Haiming Xu (Briefings Bioinform., 2024)

Exploring Gene Regulatory Interaction Networks and predicting therapeutic molecules for Hypopharyngeal Cancer and EGFR-mutated lung adenocarcinoma. - Abanti Bhattacharjya; Manowarul Islam; Md. Ashraf Uddin 001; Md. Alamin Talukder; A. K. M. Azad; Sunil Aryal; Bikash Kumar Paul; Wahia Tasnim; Muhammad Ali Abdulllah Almoyad; Mohammad Ali Moni (CoRR, 2024)

LandSin: A differential ML and google API-enabled web server for real-time land insights and beyond. - Alauddin Sabari; Imran Hasan; Salem A. Alyami; Pietro Liò; Md. Sadek Ali; Mohammad Ali Moni; A. K. M. Azad (Softw. Impacts, 2024)

"Challenges and future in deep learning for sentiment analysis: a comprehensive review and a proposed novel hybrid approach". - Md. Shofiqul Islam; Muhammad Nomani Kabir; Ngahzaifa Ab Ghani; Kamal Zuhairi Zamli; Nor Saradatul Akmar Zulkifli; Md. Mustafizur Rahman; Mohammad Ali Moni (Artif. Intell. Rev., 2024)

Robust clinical applicable CNN and U-Net based algorithm for MRI classification and segmentation for brain tumor. - Atika Akter; Nazeela Nosheen; Sabbir Ahmed; Mariom Hossain; Mohammad Abu Yousuf; Mohammad Ali Abdullah Almoyad; Khondokar Fida Hasan; Mohammad Ali Moni (Expert Syst. Appl., 2024)

An Intelligent Thyroid Diagnosis System Utilizing Multiple Ensemble and Explainable Algorithms With Medical Supported Attributes. - 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 001; Mohammad Ali Moni (IEEE Trans. Artif. Intell., 2024)

An effective screening of COVID-19 pneumonia by employing chest X-ray segmentation and attention-based ensembled classification. - Abu Sayeed; Nasif Osman Khansur; Azmain Yakin Srizon; Md. Farukuzzaman Faruk; Salem A. Alyami; A. K. M. Azad; Mohammad Ali Moni (IET Image Process., 2024)

ASDNet: A robust involution-based architecture for diagnosis of autism spectrum disorder utilising eye-tracking technology. - Nasirul Mumenin; Mohammad Abu Yousuf; Md Asif Nashiry; A. K. M. Azad; Salem A. Alyami; Pietro Lio'; Mohammad Ali Moni (IET Comput. Vis., 2024)

Machine learning and deep learning algorithms in detecting COVID-19 utilizing medical images: a comprehensive review. - Nurjahan; Md. Mahbub-Or-Rashid; Md. Shahriare Satu; Sanjana Ruhani Tammim; Farhana Akter Sunny; Mohammad Ali Moni (Iran J. Comput. Sci., 2024)

Automated Detection of Harmful Insects in Agriculture: A Smart Framework Leveraging IoT, Machine Learning, and Blockchain. - Md. Wahidur Rahman; Muhammad Minoar Hossain; Md. Mahedi Hasan; Md. Sadiq Iqbal; Mohammad Motiur Rahman; Khondokar Fida Hasan; Mohammad Ali Moni (IEEE Trans. Artif. Intell., 2024)

A Robust Deep-Learning Model to Detect Major Depressive Disorder Utilizing EEG Signals. - Israq Ahmed Anik; A. H. M. Kamal; Muhammad Ashad Kabir; Shahadat Uddin; Mohammad Ali Moni (IEEE Trans. Artif. Intell., 2024)

Machine learning-based network intrusion detection for big and imbalanced data using oversampling, stacking feature embedding and feature extraction. - Md. Alamin Talukder; Md. Manowarul Islam; Md. Ashraf Uddin 001; Khondokar Fida Hasan; Selina Sharmin; Salem A. Alyami; Mohammad Ali Moni (J. Big Data, 2024)

Dimension-Wise Gated Cross-Attention for Multimodal Sentiment Analysis. - Md Shakil Hossain; Md. Mithun Hossain; Sudipto Chaki; Muhammad Firoz Mridha; Md. Saifur Rahman; Mohammad Ali Moni (WWW (Companion Volume), 2025)

LLM-UM: The 1st Workshop on Large Language Model Using Multi-modal Data for User Modeling. - Zhicheng Lu; Mohammad Ali Moni; Yuk Ying Chung; Tom Weidong Cai; Xiaoming Chen 006 (WWW (Companion Volume), 2025)

Entity-Aware Optimal Transport and Residual Attention for Multimodal Content Moderation. - Siddhant Bikram Shah; Shuvam Shiwakoti; Touhid Bhuiyan; Mohammad Ali Moni; Surendrabikram Thapa; Usman Naseem (WWW (Companion Volume), 2025)

Corrections to "Deep and Shallow Learning Model-Based Sleep Apnea Diagnosis Systems: A Comprehensive Study". - Roksana Akter Raisa; Ayesha Siddika Rodela; Mohammad Abu Yousuf; A. K. M. Azad; Salem A. Alyami; Pietro Liò; Md Zahidul Islam 001; Ganna Pogrebna; Mohammad Ali Moni (IEEE Access, 2025)

Multimodal marvels of deep learning in medical diagnosis using image, speech, and text: A comprehensive review of COVID-19 detection. - Md. Shofiqul Islam; Khondokar Fida Hasan; Hasibul Hossain Shajeeb; Humayan Kabir Rana; Md Saifur Rahmand; Md. Munirul Hasan; A. K. M. Azad; Ibrahim Abdullah; Mohammad Ali Moni (AI Open, 2025)

BitterEN: A novel ensemble model for the identification of bitter peptide. - 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 (Comput. Biol. Medicine, 2025)

Federated learning model with dynamic scoring-based client selection for diabetes diagnosis. - Shamim Ahmed; M. Shamim Kaiser; Sudipto Chaki; Saad Aloteibi; Mohammad Ali Moni (Knowl. Based Syst., 2025)

LungCT-NET: An explainable transfer learning-based robust ensemble model for lung cancer diagnosis. - Md Zuleyenine Ibne Noman; Kazi Sati; Mohammad Abu Yousuf; Saad Aloteibi; Mohammad Ali Moni (Knowl. Based Syst., 2025)

WFFS - An ensemble feature selection algorithm for heterogeneous traffic accident data analysis. - Alimul Rajee; Md. Shahriare Satu; Mohammad Zoynul Abedin; K. M. Akkas Ali; Saad Aloteibi; Mohammad Ali Moni (Knowl. Based Syst., 2025)

Multimodal Marvels of Deep Learning in Medical Diagnosis: A Comprehensive Review of COVID-19 Detection. - Md. Shofiqul Islam; Khondokar Fida Hasan; Hasibul Hossain Shajeeb; Humayan Kabir Rana; Md Saifur Rahmand; Md. Munirul Hasan; A. K. M. Azad; Ibrahim Abdullah; Mohammad Ali Moni (CoRR, 2025)

Advances in Artificial Intelligence and Blockchain Technologies for Early Detection of Human Diseases. - Shumaiya Akter Shammi; Pronab Ghosh; Ananda Sutradhar; F. M. Javed Mehedi Shamrat; Mohammad Ali Moni; Thiago Eustaquio Alves de Oliveira (IEEE Trans. Comput. Soc. Syst., 2025)

A Hybrid Transfer Learning Framework for Brain Tumor Diagnosis. - 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 (Adv. Intell. Syst., 2025)

MGAN-CRCM: a novel multiple generative adversarial network and coarse refinement-based cognizant method for image inpainting. - Nafiz Al Asad; Md. Appel Mahmud Pranto; Shbiruzzaman Shiam; Musaddeq Mahmud Akand; Mohammad Abu Yousuf; Khondokar Fida Hasan; Mohammad Ali Moni (Neural Comput. Appl., 2025)

Quantum deep learning in neuroinformatics: a systematic review. - Nabil Anan Orka; Md. Abdul Awal; Pietro Liò; Ganna Pogrebna; Allen G. Ross; Mohammad Ali Moni (Artif. Intell. Rev., 2025)

Batch Augmentation with Unimodal Fine-tuning for Multimodal Learning. - Hussain Mohammed Dipu Kabir; Subrota Kumar Mondal; Mohammad Ali Moni (CoRR, 2025)

Federated Learning with LoRA Optimized DeiT and Multiscale Patch Embedding for Secure Eye Disease Recognition. - Md. Naimur Asif Borno; Md Sakib Hossain Shovon; MD Hanif Sikder; Iffat Firozy Rimi; Tahani Jaser Alahmadi; Mohammad Ali Moni (CoRR, 2025)

Replay-Based Continual Learning with Dual-Layered Distillation and a Streamlined U-Net for Efficient Text-to-Image Generation. - Md. Naimur Asif Borno; Md Sakib Hossain Shovon; Asmaa Soliman Al-Moisheer; Mohammad Ali Moni (CoRR, 2025)

OBoctNet: Enhancing Ophthalmic Biomarker Detection Through Active Learning and Explainable AI in Radiological Analysis. - 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 (Cogn. Comput., 2025)