Domain Adaptation in Medical Imaging: Evaluating the Effectiveness of Transfer Learning (Aug 2024) Arifa Akter Eva , Jamin Rahman Jim , Ashifur Rahman , Hanif Bhuiyan , Md Mohsin Kabir Data-Driven Clinical Decision-Making Using Deep Learning in Imaging , Studies in Big Data (SBD)
Advancing Breast Cancer Diagnosis: Attention-Enhanced U-Net for Breast Cancer Segmentation (Aug 2024) Md.Nahid Hasan , Ashraful Alam Emon , Jungpil Shin , Md Mohsin Kabir Data-Driven Clinical Decision-Making Using Deep Learning in Imaging , Studies in Big Data (SBD)
A Multi-Plant Disease Diagnosis Method Using Convolutional Neural Network (Mar 2021) Md Mohsin Kabir, Md Abu Quwsar Ohi , M.F. Mridha Computer Vision and Machine Learning in Agriculture, Algorithms for Intelligent Systems (AIS)
A systematic review of UAV and AI integration for targeted disease detection, weed management, and pest control in precision agriculture (Nov 2024) Iftekhar Anam , Naiem Arafat , Md Sadman Hafiz , Jamin Rahman Jim , Md Mohsin Kabir, M.F. Mridha Smart Agricultural Technology (elsesat)
Development of a cutting-edge ensemble pipeline for rapid and accurate diagnosis of plant leaf diseases (Nov 2024) S. M. Nuruzzaman Nobel , Maharin Afroj , Md Mohsin Kabir, M.F. Mridha Artificial Intelligence in Agriculture (elseaiia)
XAI-FruitNet: An Explainable Deep Model for Accurate Fruit Classification (Oct 2024) Shirin Sultana , Md All Moon Tasir , S. M. Nuruzzaman Nobel , Md Mohsin Kabir, M.F. Mridha Journal of Agriculture and Food Research (jafr2024)
tRF-BERT: A transformative approach to aspect-based sentiment analysis in the bengali language (Sep 2024) Shihab Ahmed , Moythry Manir Samia , Maksuda Haider Sayma , Md Mohsin Kabir, M.F. Mridha PLoS ONE (po2024)
Advancing low‐light object detection with you only look once models: An empirical study and performance evaluation (Sep 2024) Samier Uddin Ahammad Shovo , Md. Golam Rabbani Abir , Md Mohsin Kabir, M.F. Mridha Cognitive Computation and Systems (ccs2024)
Machine learning-driven IoT device for women’s safety: a real-time sexual harassment prevention system (Sep 2024) Md Reazul Islam , Khondokar Oliullah , Md Mohsin Kabir, Ashifur Rahman , M.F. Mridha , Muhammed Fayyaz Khan , Nilanjan Dey Multimedia Tools and Applications (mta2024)
DenseNet201Plus: Cost-Effective Transfer-Learning Architecture for Rapid Leaf Disease Identification with Attention Mechanisms (Aug 2024) Md. Khairul Alam Mazumder , Md Mohsin Kabir, Ashifur Rahman , Md. Abdullah-Al Jubair , M.F. Mridha Heliyon (hel2024)
Deep Learning and Computer Vision Techniques for Enhanced Quality Control in Manufacturing Processes (Aug 2024) MD RAISUL ISLAM , MD ZAKIR HOSSAIN ZAMIL , Eshmam Rayed , Md Mohsin Kabir, M.F. Mridha , SATOSHI NISHIMURA , Jungpil Shin Journal of IEEE Access (IEEE-Access)
Musical Genre Classification Using Advanced Audio Analysis and Deep Learning Techniques (Jul 2024) MUMTAHINA AHMED , ULAND ROZARIO , Md Mohsin Kabir, ZEYAR AUNG , Jungpil Shin , M.F. Mridha IEEE Open Journal of the Computer Society (IOJCS)
A systematic review of deep learning data augmentation in medical imaging: Recent advances and future research directions (May 2024) Tauhidul Islam , Md Sadman Hafiz , Jamin Rahman Jim , Md Mohsin Kabir, M.F. Mridha Healthcare Analytics (Healthcare )
SegX-Net: A novel image segmentation approach for contrail detection using deep learning (May 2024) S. M. Nuruzzaman Nobel , Md. Ashraful Hossain , Md Mohsin Kabir, M.F. Mridha , Sultan Alfarhood , Mejdl Safran PLOS ONE (PLOS ONE)
A multimodal approach to cross-lingual sentiment analysis with ensemble of transformer and LLM (Apr 2024) Md Saef Ullah Miah , Md Mohsin Kabir, Talha Bin Sarwar , Mejdl Safran , Sultan Alfarhood , M.F. Mridha Nature Scientific Reports 13 (Sci. Rep. 13)
Explainable AI approaches in deep learning: Advancements, applications and challenges (Apr 2024) Md. Tanzib Hosain , Jamin Rahman Jim , M.F. Mridha , Md Mohsin Kabir Computers and Electrical Engineering (cee2024)
Deep learning for medical image segmentation: State-of-the-art advancements and challenges (Apr 2024) Eshmam Rayed , S.M. Sajibul Islam , Sadia Islam Niha , Jamin Rahman Jim , Md Mohsin Kabir, M.F. Mridha Informatics in Medicine Unlocked (IMU)
Tea leaf age quality: Age-stratified tea leaf quality classification dataset (Apr 2024) Md Mohsin Kabir, Md Sadman Hafiz , Shattik Bandyopadhyaa , Jamin Rahman Jim , M.F. Mridha Data in Brief (dib24)
Arabic Speech Recognition: Advancement and Challenges (Mar 2024) Ashifur Rahman , Md Mohsin Kabir, M.F. Mridha , Mohammed Alatiyyah , HAIFA F. ALHASSON , SHUAA S. ALHARBI Journal of IEEE Access (IEEE-Access)
Detection of COVID-19, pneumonia, and tuberculosis from radiographs using AI-driven knowledge distillation (Feb 2024) Md Mohsin Kabir, M.F. Mridha , Ashifur Rahman , Md. Abdul Hamid , Muhammad Mostafa Monowar Heliyon (hel2024)
Generative Adversarial Networks (GANs) in Medical Imaging: Advancements, Applications and Challenges (Feb 2024) SHOWROV ISLAM , HADIUR RAHMAN NABIL , Jamin Rahman Jim , M.F. Mridha , Md Mohsin Kabir, NOBUYOSHI ASAI , Jungpil Shin Journal of IEEE Access (IEEE-Access)
Machine learning and deep learning for user authentication and authorization in cybersecurity: A state-of-the-art review (Feb 2024) Zinniya Taffannum Pritee , Mehedi Hasan Anik , Saida Binta Alam , Jamin Rahman Jim , Md Mohsin Kabir, M.F. Mridha Computers & Security (Co&S)
Recent advancements and challenges of NLP-based sentiment analysis: A state-of-the-art review (Jan 2024) Jamin Rahman Jim , Md Apon Riaz Talukder , Partha Malakar , Md Mohsin Kabir, Kamruddin Nur , M.F. Mridha Natural Language Processing Journal (NLP Journal)
Palm Leaf Health Management: A Hybrid Approach for Automated Disease Detection and Therapy Enhancement (Jan 2024) S. M. Nuruzzaman Nobel , MD. ASIF IMRAN , NAHIDA ZAMAN BINA , Md Mohsin Kabir, Mejdl Safran , Sultan Alfarhood , M.F. Mridha Journal of IEEE Access (IEEE-Access)
Machine learning enabled IoT system for soil nutrients monitoring and crop recommendation (Nov 2023) Md Reazul Islam , Khondokar Oliullah , Md Mohsin Kabir, Munzirul Alom , M.F. Mridha Journal of Agriculture and Food Research (jafr2024)
Toward Trustworthy Metaverse: Advancements and Challenges (Oct 2023) Jamin Rahman Jim , MD. TANZIB HOSAIN , M.F. Mridha , Md Mohsin Kabir, Jungpil Shin Journal of IEEE Access (IEEE-Access)
Recurrent ALBERT for recommendation: A hybrid architecture for accurate and lightweight restaurant recommendations (Sep 2023) Ashfia Jannat Keya , Sayefa Arafah Arpona , Md Mohsin Kabir, M.F. Mridha Cognitive Computation and Systems (ccs2024)
Advancing Wildlife Protection: Mask R-CNN for Rail Track Identification and Unwanted Object Detection (Sep 2023) Mr. Istiak Mahmud , Md Mohsin Kabir, Jungpil Shin , Chayan Mistry , Yoichi Tomioka , M.F. Mridha Journal of IEEE Access (IEEE-Access)
Cardiac Failure Forecasting Based on Clinical Data Using a Lightweight Machine Learning Metamodel (Jul 2023) Mr. Istiak Mahmud , Md Mohsin Kabir, M.F. Mridha , Sultan Alfarhood , Mejdl Safran , Dunren Che Diagnostics (Diagnostics)
G-BERT: An Efficient Method for Identifying Hate Speech in Bengali Texts on Social Media (Jul 2023) Ashfia Jannat Keya , Md Mohsin Kabir, Nusrat Jahan Shammey , M.F. Mridha , Md Rashedul Islam , Yutaka Watanobe Journal of IEEE Access (IEEE-Access)
Secure Your Steps: A Class-Based Ensemble Framework for Real-Time Fall Detection Using Deep Neural Networks (Jun 2023) Md Mohsin Kabir, Jungpil Shin , M.F. Mridha Journal of IEEE Access (IEEE-Access)
Deep Learning-Based IoT System for Remote Monitoring and Early Detection of Health Issues in Real-Time (May 2023) Md Reazul Islam , Md Mohsin Kabir, M.F. Mridha , Sultan Alfarhood , Mejdl Safran , Dunren Che Sensors Journal (Sensors)
An Unsupervised Writer Identification Based on Generating Clusterable Embeddings (Feb 2023) M.F. Mridha , Zabir Mohammad , Md Mohsin Kabir, Aklima Akter Lima , Sujoy Chandra Das , Md Rashedul Islam , Yutaka Watanobe Computer Systems Science and Engineering (CSSE)
A comprehensive survey on the progress, process, and challenges of lung cancer detection and classification (Dec 2022) M.F. Mridha , Akibur Rahman Prodeep , A. S. M. Morshedul Hoque , Md Rashedul Islam , Aklima Akter Lima , Md Mohsin Kabir, Md. Abdul Hamid , Yutaka Watanobe Journal of Healthcare Engineering (JHE)
Self-Writer: Clusterable Embedding Based Self-Supervised Writer Recognition from Unlabeled Data (Dec 2022) Zabir Mohammad , Md Mohsin Kabir, Muhammad Mostafa Monowar , Md. Abdul Hamid , M.F. Mridha Mathematics (Mathematics)
How can we manage Offensive Text in Social Media -A Text Classification Approach using LSTM-BOOST (Jul 2022) Md. Anwar Hussen Wadud , Md Mohsin Kabir, M.F. Mridha , M. Ameer Ali , Md. Abdul Hamid , Muhammad Mostafa Monowar International Journal of Information Management (IJIM)
Content-Based Image Retrieval Using AutoEmbedder (May 2022) Md Mohsin Kabir, Adit Ishraq , Kamruddin Nur , M.F. Mridha Journal of Advances in Information Technology (JAIT)
A Comprehensive Survey on the Detection, Classification, and Challenges of Neurological Disorders (Mar 2022) Aklima Akter Lima , M.F. Mridha , Sujoy Chandra Das , Md Mohsin Kabir, Md Rashedul Islam , Yutaka Watanobe Biology MDPI (Biology)
A Survey of Automatic Text Summarization: Progress, Process and Challenges (Nov 2021) M.F. Mridha , Aklima Akter Lima , Kamruddin Nur , Sujoy Chandra Das , Mahmud Hasan , Md Mohsin Kabir Journal of IEEE Access (IEEE-Access)
Brain-Computer Interface: Advancement and Challenges (Aug 2021) M.F. Mridha , Sujoy Chandra Das , Md Mohsin Kabir, Aklima Akter Lima , Md Rashedul Islam , Yutaka Watanobe Sensors Journal (Sensors)
A Survey of Speaker Recognition: Fundamental Theories, Recognition Methods and Opportunities (May 2021) Md Mohsin Kabir, M.F. Mridha , Jungpil Shin , Israt Jahan , Md Abu Quwsar Ohi Journal of IEEE Access (IEEE-Access)
BanglaWriting: A multi-purpose offline Bangla handwriting dataset M.F. Mridha , Md Abu Quwsar Ohi , M. Ameer Ali , Mazedul Islam Emon , Md Mohsin Kabir Data in Brief (dib24)
A Thresholded Gabor-CNN Based Writer Identification System for Indic Scripts M.F. Mridha , Md Abu Quwsar Ohi , Jungpil Shin , Md Mohsin Kabir, Muhammad Mostafa Monowar , Md. Abdul Hamid Journal of IEEE Access (IEEE-Access)
An Integrative Machine Learning Strategy for the Prognosis of Heart Disease (Oct 2024) Md. Ashraful Hossain , S. M. Nuruzzaman Nobel , Md Mohsin Kabir, M.F. Mridha International Conference on Advances in Information Communication Technology & Computing (ICAICTC 2024)
Road Sign Detection Using Variants of YOLO and R-CNN: An Analysis from the Perspective of Bangladesh (Dec 2021) Aklima Akter Lima , Md Mohsin Kabir, Sujoy Chandra Das , Md.Nahid Hasan , M.F. Mridha International Conference on Big Data, IoT, and Machine Learning (BIM 2021)
Forecasting Closing Price of Stock Market Using LSTM Network: An Analysis from the Perspective of Dhaka Stock Exchange (Dec 2021) Md Mohsin Kabir, Aklima Akter Lima , M.F. Mridha , Md. Abdul Hamid , Muhammad Mostafa Monowar International Conference on Big Data, IoT, and Machine Learning (BIM 2021)