Mohammad Ali Moni

发表

Pietro Liò, Nicola Paoletti, Mohammad Ali Moni, 2012, BMC Bioinformatics.

Use of Electronic Health Data for Disease Prediction: A Comprehensive Literature Review

Mohammad Ali Moni, Arif Khan, Md Ekramul Hossain, 2019, IEEE/ACM Transactions on Computational Biology and Bioinformatics.

Machine learning and bioinformatics models to identify gene expression patterns of ovarian cancer associated with disease progression and mortality

Mohammad Ali Moni, Julian M. W. Quinn, Julian M. W. Quinn, 2019, J. Biomed. Informatics.

A fast iris recognition system through optimum feature extraction

Mohammad Ali Moni, Md. Shafiul Azam, Humayan Kabir Rana, 2019, PeerJ. Computer science.

A Network-Based Approach to Identify Molecular Signatures and Comorbidities of Thyroid Cancer

Mohammad Ali Moni, Md. Ali Hossain, Julian M. W. Quinn, 2018, IJCCI.

SVM Model for Feature Selection to Increase Accuracy and Reduce False Positive Rate in Falls Detection

Mohammad Ali Moni, Md Rashed-Al-Mahfuz, Md. Robiul Hoque, 2019, 2019 International Conference on Computer, Communication, Chemical, Materials and Electronic Engineering (IC4ME2).

Network regularised Cox regression and multiplex network models to predict disease comorbidities and survival of cancer

Pietro Liò, Mohammad Ali Moni, Haoming Xu, 2015, Comput. Biol. Chem..

Clinical bioinformatics and computational modelling for disease comorbidities diagnosis

Mohammad Ali Moni, M. Moni, 2015 .

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, Julian M. W. Quinn, 2019, Comput. Biol. Medicine.

A Comprehensive Survey of Time Series Anomaly Detection in Online Social Network Data

Mohammad Ali Moni, Rafiqul Islam, Naznin Sultana, 2017 .

Lung cancer detection using enhanced segmentation accuracy

Mohammad Ali Moni, Mohammad Mahfuzul Islam, Onika Akter, 2020 .

A fast iris recognition system through optimum feature extraction

Mohammad Ali Moni, Md. Shafiul Azam, Humayan Kabir Rana, 2018, PeerJ Prepr..

Comparing different supervised machine learning algorithms for disease prediction

Mohammad Ali Moni, Arif Khan, Md Ekramul Hossain, 2019, BMC Medical Informatics and Decision Making.

A fast iris recognition system through optimum feature extraction

Mohammad Ali Moni, Md. Shafiul Azam, Humayan Kabir Rana, 2019, PeerJ Prepr..

Comparing Viral (HIV) and Bacterial (Staphylococcus aureus) Infection of the Bone Tissue

Pietro Liò, Mohammad Ali Moni, Luciano Milanesi, 2013, BIOINFORMATICS.

Network-based approach to identify molecular signatures and therapeutic agents in Alzheimer's disease

Mohammad Ali Moni, Tania Islam, Md. Nurul Haque Mollah, 2019, Comput. Biol. Chem..

CytoCom: a Cytoscape app to visualize, query and analyse disease comorbidity networks

Pietro Liò, Mohammad Ali Moni, Haoming Xu, 2015, Bioinform..

Genetic Effects of Welding Fumes on the Development of Respiratory System Diseases

Pietro Liò, Mohammad Ali Moni, Julian M. W. Quinn, 2018, bioRxiv.

Early Detection of Autism by Extracting Features: A Case Study in Bangladesh

Mohammad Ali Moni, Md. Shahriare Satu, Farha Farida Sathi, 2019, 2019 International Conference on Robotics,Electrical and Signal Processing Techniques (ICREST).

Identification of Genetic Links of Thyroid Cancer to the Neurodegenerative and Chronic Diseases Progression: Insights from Systems Biology Approach

Mohammad Ali Moni, Md. Ali Hossain, Muhammad Sajjad Hussain, 2019, IJCCI.

comoR: a software for disease comorbidity risk assessment

Pietro Liò, Mohammad Ali Moni, P. Lio’, 2014, Journal of Clinical Bioinformatics.

Network-based analysis of comorbidities risk during an infection: SARS and HIV case studies

Pietro Liò, Mohammad Ali Moni, P. Lio’, 2014, BMC Bioinformatics.

Computational prediction of protein ubiquitination sites mapping on Arabidopsis thaliana

Mohammad Ali Moni, Md. Nurul Haque Mollah, Md. Nurul Haque Mollah, 2020, Comput. Biol. Chem..

Detecting Depression Using K-Nearest Neighbors (KNN) Classification Technique

Md Rafiqul Islam, Mohammad Ali Moni, Naznin Sultana, 2018, 2018 International Conference on Computer, Communication, Chemical, Material and Electronic Engineering (IC4ME2).

Bioinformatics and machine learning methodologies to identify the effects of central nervous system disorders on glioblastoma progression

Mohammad Ali Moni, Silong Peng, Xiyuan Hu, 2021, Briefings Bioinform..

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

Mohammad Ali Moni, Mohammed Shahadat Uddin, Tasadduq Imam, 2021, ACSW.

Heart disease prediction using supervised machine learning algorithms: Performance analysis and comparison

Mohammad Ali Moni, Kawsar Ahmed, Julian M. W. Quinn, 2021, Comput. Biol. Medicine.

rMisbeta: A robust missing value imputation approach in transcriptomics and metabolomics data

Mohammad Ali Moni, Tania Islam, Md. Nurul Haque Mollah, 2021, Comput. Biol. Medicine.

Diagnosis of hearing deficiency using EEG based AEP signals: CWT and improved-VGG16 pipeline

Mohammad Ali Moni, Jia Uddin, Anwar P. P. Abdul Majeed, 2021, PeerJ Comput. Sci..

A Comparative Analysis of Active Learning for Biomedical Text Mining

Matloob Khushi, Usman Naseem, Mohammad Ali Moni, 2021, Applied System Innovation.

EEG Channel Correlation Based Model for Emotion Recognition

Mohammad Ali Moni, Md. Musta-E-Nur Rahman, Suvojit Kumar Singha, 2021, Comput. Biol. Medicine.

Machine learning and network-based models to identify genetic risk factors to the progression and survival of colorectal cancer

Mohammad Ali Moni, Mohammed Shahadat Uddin, Julian M. W. Quinn, 2021, Comput. Biol. Medicine.

iBitter-Fuse: A Novel Sequence-Based Bitter Peptide Predictor by Fusing Multi-View Features.

Pietro Liò, Mohammad Ali Moni, Chanin Nantasenamat, 2021 .

SCNN: Scalogram-based convolutional neural network to detect obstructive sleep apnea using single-lead electrocardiogram signals

Mohammad Ali Moni, Dabasish Kumar Saha, Fazla Rabbi Mashrur, 2021, Comput. Biol. Medicine.

Attribute Driven Temporal Active Online Community Search

Iqbal H. Sarker, Mohammad Ali Moni, Md. Al-Amin Bhuiyan, 2021, IEEE Access.

LungNet: A hybrid deep-CNN model for lung cancer diagnosis using CT and wearable sensor-based medical IoT data

Mohammad Ali Moni, Md Whaiduzzaman, Nuruzzaman Faruqui, 2021, Comput. Biol. Medicine.

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

Mohammad Ali Moni, Atanu Biswas, Nicolas Cherbuin, 2021, BMC Medical Informatics and Decision Making.

Public health utility of cause of death data: applying empirical algorithms to improve data quality

Mohammad Ali Moni, Reza Malekzadeh, Christopher J. L. Murray, 2021, BMC Medical Informatics and Decision Making.

Lung Cancer Prediction Using Curriculum Learning Based Deep Neural Networks

Matloob Khushi, Mohammad Ali Moni, Mohammed Shahadat Uddin, 2021, 2021 IEEE International Conference on Digital Health (ICDH).

Vulnerability in Deep Transfer Learning Models to Adversarial Fast Gradient Sign Attack for COVID-19 Prediction from Chest Radiography Images

Mohammad Ali Moni, Biprodip Pal, Salem A. Alyami, 2021 .

Recognition of human emotions using EEG signals: A review

Mohammad Ali Moni, Md. Musta-E-Nur Rahman, Julian M. W. Quinn, 2021, Comput. Biol. Medicine.

Machine learning-based statistical analysis for early stage detection of cervical cancer

Mohammad Ali Moni, Kawsar Ahmed, Julian M. W. Quinn, 2021, Comput. Biol. Medicine.

COVID-Hero: Machine Learning Based COVID-19 Awareness Enhancement Mobile Game for Children

Mohammad Ali Moni, Md. Shahriare Satu, Kawsar Ahmed, 2021, AII.

A patient network-based machine learning model for disease prediction: The case of type 2 diabetes mellitus

Matloob Khushi, Farshid Hajati, Mohammad Ali Moni, 2021, Applied Intelligence.

Emotion Recognition From EEG Signal Focusing on Deep Learning and Shallow Learning Techniques

Md. Atiqur Rahman Ahad, Mohammad Ali Moni, Md Atiqur Rahman Ahad, 2021, IEEE Access.

Short-Term Prediction of COVID-19 Cases Using Machine Learning Models

Mohammad Ali Moni, Salem A. Alyami, M. Moni, 2021 .

A Dynamic Topic Identification and Labeling Approach of COVID-19 Tweets pdf

Iqbal H. Sarker, Mohammad Ali Moni, Muhammad Nazrul Islam, 2021, ArXiv.

Network-based identification of genetic factors in Ageing, lifestyle and Type 2 Diabetes that Influence in the progression of Alzheimer’s disease

Mohammad Ali Moni, Julian M. W. Quinn, Fazlul Huq, 2018 .

Genetic effects of welding fumes on the development of respiratory system diseases.

Pietro Liò, Mohammad Ali Moni, Humayan Kabir Rana, 2019, Computers in biology and medicine.

A System Biology Approach to Identify the Genetic Markers to the progression of Parkinson's disease for Aging, lifestyle and Type 2 Diabetes

Mohammad Ali Moni, Julian M. W. Quinn, Najmus Sakib, 2018 .

Discovering Biomarkers and Pathways Shared by Alzheimer’s Disease and Ischemic Stroke to Identify Novel Therapeutic Targets

Mohammad Ali Moni, Tania Islam, Julian M. W. Quinn, 2019, Medicina.

Genetic Profiling and Comorbidities of Zika Infection

Mohammad Ali Moni, P. Lio’, M. Moni, 2017, The Journal of infectious diseases.

A Framework to Understand the Progression of Cardiovascular Disease for Type 2 Diabetes Mellitus Patients Using a Network Approach

Mohammad Ali Moni, Md Ekramul Hossain, Shahadat Uddin, 2020, International journal of environmental research and public health.

Early Detection of Neurological Dysfunction Using Blood Cell Transcript Profiles

Pietro Liò, Mohammad Ali Moni, Humayan Kabir Rana, 2018, bioRxiv.

Mining Significant Features of Diabetes Mellitus Applying Decision Trees: A Case Study In Bangladesh

Mohammad Ali Moni, Md. Shahriare Satu, M. Moni, 2018, bioRxiv.

Network-based approach to identify key candidate genes and pathways shared by thyroid cancer and chronic kidney disease

Mohammad Ali Moni, Tania Akter Asa, M. Moni, 2019, Informatics in Medicine Unlocked.

Detection of multiple sclerosis using blood and brain cells transcript profiles: Insights from comprehensive bioinformatics approach

Mohammad Ali Moni, Tania Islam, Julian M. W. Quinn, 2019, Informatics in Medicine Unlocked.

Network-based genetic profiling, and therapeutic target identification of Thyroid Cancer

Mohammad Ali Moni, Julian M. W. Quinn, Fazlul Huq, 2018, bioRxiv.

Genetic effect of Type 2 diabetes to the progression of neurological diseases

Mohammad Ali Moni, Silong Peng, Chen Chen, 2018 .

Genetic Effects of Welding Fumes on the progression of Neurodegenerative Diseases

Pietro Liò, Mohammad Ali Moni, Humayan Kabir Rana, 2018, bioRxiv.

Identification of molecular signatures and pathways common to blood cells and brain tissue of amyotrophic lateral sclerosis patients

Mohammad Ali Moni, Tania Islam, Julian M. W. Quinn, 2019, Informatics in Medicine Unlocked.