Md. Maniruzzaman

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 19

Top Topics

Diabetes Mellitus

Gene Expression

Support Vector Machine

Machine Learning

Top Venues

Comput. Biol. Medicine

Comput. Methods Programs Biomed.

Publications

Md. Maniruzzaman, Koki Hirooka, Yoichi Tomioka, Md. Al Mehedi Hasan, Yong Seok Hwang, Akiko Megumi, Akira Yasumura, Jungpil Shin
Machine Learning-Based ADHD Detection From fNIRs Signal During Reverse Stroop Tasks. IEEE Access 12 (2024)
Jungpil Shin, Masahiro Matsumoto, Md. Maniruzzaman, Md. Al Mehedi Hasan, Koki Hirooka, Yuki Hagihara, Naoki Kotsuki, Satomi Inomata-Terada, Yasuo Terao, Shunsuke Kobayashi
Classification of Hand-Movement Disabilities in Parkinson's Disease Using a Motion-Capture Device and Machine Learning. IEEE Access 12 (2024)
Jungpil Shin, Yuta Uchida, Md. Maniruzzaman, Koki Hirooka, Akiko Megumi, Akira Yasumura
Online Handwriting-Based Gender Recognition Using Statistical and Machine Learning Approaches. IEEE Access 12 (2024)
Md. Maniruzzaman, Md. Al Mehedi Hasan, Nobuyoshi Asai, Jungpil Shin
Optimal Channels and Features Selection Based ADHD Detection From EEG Signal Using Statistical and Machine Learning Techniques. IEEE Access 11 (2023)
Md. Al Mehedi Hasan, Md. Maniruzzaman, Jungpil Shin
Gene Expression and Metadata Based Identification of Key Genes for Hepatocellular Carcinoma Using Machine Learning and Statistical Models. IEEE ACM Trans. Comput. Biol. Bioinform. 20 (6) (2023)
Ruhul Amin, Md. Shamim Reza, Md. Maniruzzaman, Md. Al Mehedi Hasan, Hyoun-Sup Lee, Si-Woong Jang, Jungpil Shin
Intensive Statistical Exploration to Identify Osteoporosis Predisposing Factors and Optimizing Recognition Performance With Integrated GP Kernels. IEEE Access 11 (2023)
Jungpil Shin, Sota Konnai, Md. Maniruzzaman, Md. Al Mehedi Hasan, Koki Hirooka, Akiko Megumi, Akira Yasumura
Identifying ADHD for Children With Coexisting ASD From fNIRs Signals Using Deep Learning Approach. IEEE Access 11 (2023)
Md. Maniruzzaman, Md. Al Mehedi Hasan, Taro Suzuki, Jungpil Shin
Identification of Children with ADHD from EEG Signals Based on Entropy Measures and Support Vector Machine. EUVIP (2023)
Jungpil Shin, Md. Maniruzzaman, Yuta Uchida, Md. Al Mehedi Hasan, Akiko Megumi, Akira Yasumura
Handwriting-Based ADHD Detection for Children Having ASD Using Machine Learning Approaches. IEEE Access 11 (2023)
Jungpil Shin, Md. Al Mehedi Hasan, Md. Maniruzzaman
Identifying Users based on their Activity Pattern using Machine Learning. ICECC (2023)
Jungpil Shin, Md. Al Mehedi Hasan, Md. Maniruzzaman
Hand Gesture Authentication Using Optimal Feature Selection and Dynamic Time Warping based K-nearest Neighbor. ICECC (2022)
Rayhan Habib Jibon, Md. Maniruzzaman
Investigation of EEG Signals for Emotion Recognition of People for Brain-Computer Interface. ICCCNT (2021)
Sadiq Hussain, Silvia Gaftandzhieva, Md. Maniruzzaman, Rositsa Doneva, Zahraa Fadhil Muhsin
Regression analysis of student academic performance using deep learning. Educ. Inf. Technol. 26 (1) (2021)
Md. Maniruzzaman, Md. Jahanur Rahman, Benojir Ahammed, Md. Menhazul Abedin
Classification and prediction of diabetes disease using machine learning paradigm. Health Inf. Sci. Syst. 8 (1) (2020)
Elisa Cuadrado Godia, Ankush D. Jamthikar, Deep Gupta, Narendra N. Khanna, Tadashi Araki, Md. Maniruzzaman, Luca Saba, Andrew Nicolaides, Aditya M. Sharma, Tomaz Omerzu, Harman S. Suri, Ajay Gupta, Sophie Mavrogeni, Monika Turk, John R. Laird, Athanasios Protogerou, Petros P. Sfikakis, George D. Kitas, Jasjit S. Suri
Ranking of stroke and cardiovascular risk factors for an optimal risk calculator design: Logistic regression approach. Comput. Biol. Medicine 108 (2019)
Md. Maniruzzaman, Md. Jahanur Rahman, Benojir Ahammed, Md. Menhazul Abedin, Harman S. Suri, Mainak Biswas, Ayman El-Baz, Petros Bangeas, Georgios Tsoulfas, Jasjit S. Suri
Statistical characterization and classification of colon microarray gene expression data using multiple machine learning paradigms. Comput. Methods Programs Biomed. 176 (2019)
Md. Maniruzzaman, Md. Jahanur Rahman, Md. Al-MehediHasan, Harman S. Suri, Md. Menhazul Abedin, Ayman El-Baz, Jasjit S. Suri
Accurate Diabetes Risk Stratification Using Machine Learning: Role of Missing Value and Outliers. J. Medical Syst. 42 (5) (2018)
Elisa Cuadrado Godia, Md. Maniruzzaman, Tadashi Araki, Anudeep Puvvula, Md. Jahanur Rahman, Luca Saba, Harman S. Suri, Ajay Gupta, Sumit K. Banchhor, Jagjit S. Teji, Tomaz Omerzu, Narendra N. Khanna, John R. Laird, Andrew Nicolaides, Sophie Mavrogeni, George D. Kitas, Jasjit S. Suri
Morphologic TPA (mTPA) and composite risk score for moderate carotid atherosclerotic plaque is strongly associated with HbA1c in diabetes cohort. Comput. Biol. Medicine 101 (2018)
Md. Maniruzzaman, Nishith Kumar, Md. Menhazul Abedin, Md. Shaykhul Islam, Harman S. Suri, Ayman S. El-Baz, Jasjit S. Suri
Comparative approaches for classification of diabetes mellitus data: Machine learning paradigm. Comput. Methods Programs Biomed. 152 (2017)
Harichandan Roy, Shuvo Kumar De, Md. Maniruzzaman, Ashikur Rahman
Fault-Tolerant Power-Aware Topology Control for Ad-Hoc Wireless Networks. Networking (2010)