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Md. Mamun Ali
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Heart disease prediction using supervised machine learning algorithms: Performance analysis and comparison
MM Ali, BK Paul, K Ahmed, FM Bui, JMW Quinn, MA Moni
Computers in Biology and Medicine 136, 104672, 2021
2752021
Machine learning-based statistical analysis for early stage detection of cervical cancer
MM Ali, K Ahmed, FM Bui, BK Paul, SM Ibrahim, JMW Quinn, MA Moni
Computers in biology and medicine 139, 104985, 2021
512021
Machine Learning-Based Model to Predict Heart Disease in Early Stage Employing Different Feature Selection Techniques
N Biswas, MM Ali, MA Rahaman, M Islam, MR Mia, S Azam, K Ahmed, ...
BioMed Research International 2023, 2023
162023
YOLO_CC: deep learning based approach for early stage detection of cervical cancer from cervix images using YOLOv5s model
MZH Ontor, MM Ali, SS Hossain, M Nayer, K Ahmed, FM Bui
2022 Second International Conference on Advances in Electrical, Computing …, 2022
162022
Identification of significant risk factors and impact for ASD prediction among children using machine learning approach
AA Hemu, RB Mim, MM Ali, M Nayer, K Ahmed, FM Bui
2022 Second International Conference on Advances in Electrical, Computing …, 2022
122022
A machine learning approach for risk factors analysis and survival prediction of Heart Failure patients
MM Ali, VS Al-Doori, N Mirzah, AA Hemu, I Mahmud, S Azam, ...
Healthcare Analytics 3, 100182, 2023
72023
Performance analysis between YOLOv5s and YOLOv5m model to detect and count blood cells: Deep learning approach
MA Rahaman, MM Ali, K Ahmed, FM Bui, SMH Mahmud
Proceedings of the 2nd International Conference on Computing Advancements …, 2022
72022
Quality of life among Bangladeshi Youth during the early stage of the COVID-19 pandemic: A single-site survey
SK Mondal, AG Khan, MM Ali, MK Ahamed, K Ahmed
Public Health in Practice 2, 100157, 2021
52021
Development and performance analysis of machine learning methods for predicting depression among menopausal women
MM Ali, HAA Algashamy, E Alzidi, K Ahmed, FM Bui, SK Patel, S Azam, ...
Healthcare Analytics 3, 100202, 2023
32023
Early-Stage Cervical Cancerous Cell Detection from Cervix Images Using YOLOv5
MZH Ontor, MM Ali, K Ahmed, FM Bui, FA Al-Zahrani, Mahmud, SM Hasan, ...
Computers, Materials & Continua 74 (2), 3727-3741, 2022
32022
PreCKD_ML: Machine Learning Based Development of Prediction Model for Chronic Kidney Disease and Identify Significant Risk Factors
MR Mia, MA Rahman, MM Ali, K Ahmed, FM Bui, SMH Mahmud
International Conference on Machine Intelligence and Emerging Technologies …, 2022
22022
ML_SPS: Stroke Prediction System Employing Machine Learning Approach
MS Hossain, MH Shovo, MM Ali, M Nayer, K Ahmed, FM Bui
International Conference on Artificial Intelligence and Data Science, 215-226, 2021
22021
DCBC_DeepL: Detection and Counting of Blood Cells Employing Deep Learning and YOLOv5 Model
MA Rahaman, MM Ali, MN Hossen, M Nayer, K Ahmed, FM Bui
International Conference on Artificial Intelligence and Data Science, 203-214, 2021
22021
Machine Learning-Based Approach for Predicting Diabetes Employing Socio-Demographic Characteristics
MA Rahman, LF Abdulrazak, MM Ali, I Mahmud, K Ahmed, FM Bui
Algorithms 16 (11), 503, 2023
12023
STACKION: Ion Channel-Modulating Peptides Identification Using Stacking-Based Ensemble Machine Learning
MM Ali, K Ahmed, FM Bui, L Chen
2023 IEEE Canadian Conference on Electrical and Computer Engineering (CCECE …, 2023
2023
StackDPP: Stacking-Based Explainable Classifier for Depression Prediction and Finding the Risk Factors among Clinicians
FA Al-Zahrani, LF Abdulrazak, MM Ali, MN Islam, K Ahmed
Bioengineering 10 (7), 858, 2023
2023
Detection of Different Stages of Alzheimer’s Disease Using CNN Classifier
SM Mahmud, MM Ali, MF Shahriar, FA Al-Zahrani, K Ahmed, D Nandi, ...
CMC-COMPUTERS MATERIALS & CONTINUA 76 (3), 3933-3948, 2023
2023
Research Article Machine Learning-Based Model to Predict Heart Disease in Early Stage Employing Different Feature Selection Techniques
N Biswas, MM Ali, MA Rahaman, M Islam, MR Mia, S Azam, K Ahmed, ...
2023
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