Browsing Articles by Author "Moni, Mohammad Ali"

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Bioinformatics and System Biology Approach to Identify the Influences of Sars-cov-2 Infections to Idiopathic Pulmonary Fibrosis and Chronic Obstructive Pulmonary Disease Patients

Mahmud, S M Hasan; Al-Mustanjid, Md; Akter, Farzana; Rahman, Md Shazzadur; Ahmed, Kawsar; Rahman, Md Habibur; Chen, Wenyu; Moni, Mohammad Ali (Briefings in bioinformatics, 2021)

The severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), better known as COVID-19, has become a current threat to humanity. The second wave of the SARS-CoV-2 virus has hit many countries, and the confirmed COVID-19 ...
BOO-ST and CBCEC: Two Novel Hybrid Machine Learning Methods Aim To Reduce the Mortality of Heart Failure Patients

Sutradhar, Ananda; Al Rafi, Mustahsin; Shamrat, F M Javed Mehedi; Ghosh, Pronab; Das, Subrata; Islam, Md Anaytul; Ahmed, Kawsar; Zhou, Xujuan; Azad, A. K. M.; Alyami, Salem A.; Moni, Mohammad Ali (Springer Nature Limited, 2023-12-18)

Heart failure (HF) is a leading cause of mortality worldwide. Machine learning (ML) approaches have shown potential as an early detection tool for improving patient outcomes. Enhancing the effectiveness and clinical ...
Cancer Classification Utilizing Voting Classifier With Ensemble Feature Selection Method and Transcriptomic Data

Khatun, Rabea; Akter, Maksuda; Islam, Md. Manowarul; Uddin, Md. Ashraf; Talukder, Md. Alamin; Kamruzzaman, Joarder; Azad, AKM; Paul, Bikash Kumar; Almoyad, Muhammad Ali Abdulllah; Aryal, Sunil; Moni, Mohammad Ali (MDPI Publications, 2023-09-14)

Biomarker-based cancer identification and classification tools are widely used in bioinformatics and machine learning fields. However, the high dimensionality of microarray gene expression data poses a challenge for ...
Comorbidity Effects of Mitochondrial Dysfunction to the Progression of Neurological Disorders

Satu, Md. Shahriare; Howlader, Koushik Chandra; Akhund, Tajim Md. Niamat Ullah; Quinn, Julian M. W.; Lio, Pietro; Moni, Mohammad Ali (2019 22nd International Conference on Computer and Information Technology (ICCIT), IEEE, 2019-12-20)

Mitochondrial-dysfunction is linked to various neurological diseases. To understand these complications we developed a quantitative framework to explore how mitochondrial-dysfunction influences the progression of Alzheimer's, ...
A Comprehensive Review of Green Computing

Paul, Showmick Guha; Saha, Arpa; Arefin, Mohammad Shamsul; Bhuiyan, Touhid; Biswas, Al Amin; Reza, Ahmed Wasif; Alotaibi, Naif M.; Alyami, Salem A.; Moni, Mohammad Ali (IEEE, 2023-08-01)

Green computing, also called sustainable computing, is the process of developing and optimizing computer chips, systems, networks, and software in such a manner that can maximize efficiency by utilizing energy more efficiently ...
Discovering Common Pathophysiological Processes Between COVID-19 and Cystic Fibrosis by Differential Gene Expression Pattern Analysis

Hasan, Md. Tanvir; Abdulrazak, Lway Faisal; Alam, Mohammad Khursheed; Islam, Md. Rezwan; Sathi, Yeasmin Hena; Al-Zahrani, Fahad Ahmed; Ahmed, Kawsar; Bui, Francis M.; Moni, Mohammad Ali (Daffodil International University, 2022-04-29)

Coronaviruses are a family of viruses that infect mammals and birds. Coronaviruses cause infections of the respiratory system in humans, which can be minor or fatal. A comparative transcriptomic analysis has been performed ...
Drug Compound Prediction-based Analysis of Cigarette Smoking to Pancreatic Cancer Patients

Taz, Tasnimul Alam; Kawsar, Md; Siddique, Sinthia; Ahmed, Kawsar; Moni, Mohammad Ali; Paul, Bikash Kumar (2020 IEEE International Women in Engineering (WIE) Conference on Electrical and Computer Engineering (WIECON-ECE), IEEE, 2021-04-12)

Considering the fact of survival rate, pancreatic cancer (PC) can be categorized among the most fatal cancer diseases as the survival rate is medium among most of the cases. Cigarette smoking is regarded as a significant ...
DTLCx: An Improved ResNet Architecture to Classify Normal and Conventional Pneumonia Cases from COVID-19 Instances with Grad-CAM-Based Superimposed Visualization Utilizing Chest X-ray Images

Ahamed, Md. Khabir Uddin; Islam, Md Manowarul; Uddin, Md. Ashraf; Akhter, Arnisha; Acharjee, Uzzal Kumar; Paul, Bikash Kumar; Moni, Mohammad Ali (MDPI Publications, 2023-03-02)

COVID-19 is a severe respiratory contagious disease that has now spread all over the world. COVID-19 has terribly impacted public health, daily lives and the global economy. Although some developed countries have advanced ...
Heart Disease Prediction Using Supervised Machine Learning Algorithms

Ali, Md Mamun; Paul, Bikash Kumar; Ahmed, Kawsar; M.Bui, Francis; Quinn, Julian M.W.; Moni, Mohammad Ali (Computers in Biology and Medicine, 2021)

Machine learning and data mining-based approaches to prediction and detection of heart disease would be of great clinical utility, but are highly challenging to develop. In most countries there is a lack of cardiovascular ...
Identification of Biomarkers and Pathways for the Sars-cov-2 Infections That Make Complexities in Pulmonary Arterial Hypertension Patients

Taz, Tasnimul Alam; Ahmed, Kawsar; Paul, Bikash Kumar; Al-Zahrani, Fahad Ahmed; Mahmud, S M Hasan; Moni, Mohammad Ali (Briefings in Bioinformatics, 2021-03)

This study aimed to identify significant gene expression profiles of the human lung epithelial cells caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infections. We performed a comparative genomic ...
Identification of Biomarkers and Pathways for the Sars-cov-2 Infections That Make Complexities in Pulmonary Arterial Hypertension Patients

Taz, Tasnimul Alam; Ahmed, Kawsar; Paul, Bikash Kumar; Al-Zahrani, Fahad Ahmed; Mahmud, S M Hasan; Moni, Mohammad Ali (Briefings in Bioinformatics, 2021-02-22)

This study aimed to identify significant gene expression profiles of the human lung epithelial cells caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infections. We performed a comparative genomic ...
Identification of Potential Key Genes and Molecular Mechanisms of Medulloblastoma Based on Integrated Bioinformatics Approach

Islam, Md. Rakibul; Abdulrazak, Lway Faisal; Alam, Mohammad Khursheed; Paul, Bikash Kumar; Ahmed, Kawsar; Bui, Francis M.; Moni, Mohammad Ali (Daffodil International University, 2022-01-04)

Background: Medulloblastoma (MB) is the most occurring brain cancer that mostly happens in childhood age. This cancer starts in the cerebellum part of the brain. This study is designed to screen novel and significant ...
Identification of the Core Ontologies and Signature Genes of Polycystic Ovary Syndrome (PCOS)

Islam, Md Rakibul; Ahmed, Md Liton; Paul, Bikash Kumar; Bhuiyan, Touhid; Ahmed, Kawsar; Moni, Mohammad Ali (Informatics in Medicine Unlocked, Elsevier, 2020)

Worldwide polycystic ovary syndrome (PCOS) is one of the most common hormonal disorders in women of reproductive age. However, there is a lack of genetic study of the internal mechanisms of PCOS. Herein, we identify core ...
An Intelligent Thyroid Diagnosis System Utilising Multiple Ensemble and Explainable Algorithms with Medical Supported Attributes

Sutradhar, Ananda; Al Rafi, Mustahsin; Ghosh, Pronab; Shamrat, F. M.Javed Mehedi; Moniruzzaman, Md.; Ahmed, Kawsar; Azad, AKM; Bui, Francis M.; Chen, Li; Moni, Mohammad Ali (Elsevier, 2023-01-15)

The widespread impact of thyroid disease and its diagnosis is a challenging task for healthcare experts. The conventional technique for predicting such a vital disease is complex and time-consuming. A data-driven approach ...
A Machine Learning Approach for Risk Factors Analysis and Survival Prediction of Heart Failure Patients

Ali, Md. Mamun; Al-Doori, Vian S.; Mirzah, Nubogh; Hemu, Asifa Afsari; Mahmud, Imran; Azam, Sami; Al-tabatabaie, Kusay Faisal; Ahmed, Kawsar; Bu, Francis M.; Moni, Mohammad Ali (Elsevier, 2023-04-18)

In this study, we propose machine learning (ML) for risk factors analysis and survival prediction of Heart Failure (HF) patients using a survival dataset. Five supervised ML methods are applied to the dataset: Decision ...
Machine Learning-based Statistical Analysis for Early Stage Detection of Cervical Cancer

Ali, Md Mamun; Ahmed, Kawsar; Bui, Francis M.; Paul, Bikash Kumar; Ibrahim, Sobhy M.; Quinn, Julian M.W.; Moni, Mohammad Ali (Computers in Biology and Medicine, Elsevier, 2021-12)

Cervical cancer (CC) is the most common type of cancer in women and remains a significant cause of mortality, particularly in less developed countries, although it can be effectively treated if detected at an early stage. ...
A Novel Hybrid Approach for Classifying Osteosarcoma Using Deep Feature Extraction and Multilayer Perceptron

Aziz, Md. Tarek; Mahmud, S. M. Hasan; Elahe, Md. Fazla; Jahan, Hosney; Rahman, Md Habibur; Nandi, Dip; Smirani, Lassaad K.; Ahmed, Kawsar; Bui, Francis M.; Moni, Mohammad Ali (MDPI, 2023-06-18)

Osteosarcoma is the most common type of bone cancer that tends to occur in teenagers and young adults. Due to crowded context, inter-class similarity, inter-class variation, and noise in H&E-stained (hematoxylin and eosin ...
Significant Pathway and Biomarker Identification of Pancreatic Cancer Associated Lung Cancer

Khan, Tamanna; Paul, Bikash Kumar; Hasan, Md Tanvir; Islam, Md Rakib; Arefin, M.A.; Ahmed, K.; Islam, Md K.; Moni, Mohammad Ali (Scopus, 2021)

Pancreatic Cancer (PC) is the seventh leading cause of cancer-related death worldwide and one of the deadliest malignant neoplasms. It is difficult to diagnose at an early stage. Lung Cancer (LC) is the second most common ...
Systems Biology Models To Identify the Influence of SARS-CoV-2 Infections to the Progression of Human Autoimmune Diseases

Al-Mustanjid, Md.; Mahmud, S. M. Hasan; Akter, Farzana; Rahman, Md Shazzadur; Hossen, Md Sajid; Rahman, Md Habibur; Moni, Mohammad Ali (Daffodil International University, 2022-08-02)

Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has been circulating since 2019, and its global dominance is rising. Evidences suggest the respiratory illness SARS-CoV-2 has a sensitive affect on causing organ ...

Browsing Articles by Author "Moni, Mohammad Ali"

Browsing Articles by Author "Moni, Mohammad Ali"

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