Publications
Our research contributions and scientific publications
Showing 51 publication
An Interpretable Hybrid CNN-SVM Model for Predicting Stress Among University St…
Ashifur Rahman, MM Mahbubul Syeed, Kaniz Fatema, Razib Hayat Khan, Md Shakhawat Hossain, Mohammad Faisal Uddin
Stress among university students can be defined as a state of mental tension caused by difficult academic endeavours. Nonetheless, stress at the tertiary (i.e., …
Predicting Depression Among University Students: a Comparative Assessment of ML…
Jahid Hasan Rony, MM Mahbubul Syeed, Razib Hayat Khan, Kaniz Fatema, Md Shakhawat Hossain, Mohammad Faisal Uddin
Depression among university students is a critical mental health issue that significantly impacts their academic performance, social interactions, and overall well-being. This study investigates …
AqUavplant Dataset: A High-Resolution Aquatic Plant Classification and Segmenta…
Md Abrar Istiak, Razib Hayat Khan, Jahid Hasan Rony, MM Mahbubul Syeed, M Ashrafuzzaman, Md Rajaul Karim, Md Shakhawat Hossain, Mohammad Faisal Uddin
Scientific Data (Nature) , Vol. 11 (1)
Aquatic vegetation species are declining gradually, posing a threat to the stability of aquatic ecosystems. The decline can be controlled with proper monitoring and …
Environmental Monitoring System for Renewable Energy Installations
Mohammad Rejwan Uddin, Mohsina Tabassum, Md Shad Ashfaque Hossain, Md Shakhawat Hossain, Mahady Hasan
Renewable energy installations have significant potential. Nonetheless, the effectiveness of their functioning is contingent upon the dynamic nature of the environment within which they …
Evaluation of the Design, Fabrication, and Operation of a Vertical Axis Wind Tu…
Mohammad Rejwan Uddin, Wanas Uddin Ahmed, Mehadi Hassan Khan, Md Shakhawat Hossain, Mahady Hasan
Wind is one of the most potential renewable energy sources in Bangladesh. Due to modest wind speed and direction changes, designing an effective wind …
Bio-inspired Heuristic Optimization-based Cascaded Network for Diabetic Retinop…
Eshat Ahmad Shuvo, Wahidur Rahman, Md Shakhawat Hossain, Md Tarequl Islam, Md Sadiq Iqbal
Diabetic retinopathy (DR) is a common yet fatal complication of diabetic patients in which high levels of blood sugar damage the blood vessels in …
AI-Guided Anatomical Landmark and Abnormality Detection for Autonomous Endoscop…
Md Shakhawat Hossain, Munim Ahmed, Md Sahilur Rahman, Mahreen Tabassum, Fariha Karim, Md Aulad Hossain, Razib Hayat Khan, Razib Hayat Khan, M. M. Mah…
Journal of Computer Science , Vol. 20 (8) , pp. 858-871
Endoscopy is the routine medical procedure to observe tumors in the human Gastrointestinal (GI) tract by inserting an endoscope, a thin, flexible, tube-like instrument …
Surface water quality profiling using the water quality index, pollution index …
MM Mahbubul Syeed, Md Shakhawat Hossain, Md Rajaul Karim, Mohammad Faisal Uddin, Mahady Hasan, Razib Hayat Khan
Environmental and Sustainability Indicators , Vol. 18
Surface water is heavily exposed to contamination as this is the ubiquitous source for most of the water needs. This situation is …
Adoption of Unmanned Aerial Vehicle (UAV) imagery in agricultural management: A…
Md Abrar Istiak, MM Mahbubul Syeed, Md Shakhawat Hossain, Mohammad Faisal Uddin, Mahady Hasan, Razib Hayat Khan, Nafis Saami Azad
Scientific Data (Nature) , Vol. 78 (102305)
Precision agriculture and Smart farming have become the essential backbone for sustainable agricultural production by leveraging cutting edge remote sensing and communication …
Region of interest (ROI) selection using vision transformer for automatic analy…
Md Shakhawat Hossain, Galib Muhammad Shahriar, MM Mahbubul Syeed, Mohammad Faisal Uddin, Mahady Hasan, Shingla Shivam, Suresh Advani
Scientific Reports (Nature) , Vol. 13 (1)
Selecting regions of interest (ROI) is a common step in medical image analysis across all imaging modalities. An ROI is a subset of an …
DeepPoly: deep learning-based polyps segmentation and classification for autono…
Md Shakhawat Hossain, Md Mahmudur Rahman, M Mahbubul Syeed, Mohammad Faisal Uddin, Mahady Hasan, Md Aulad Hossain, Amel Ksibi, Mona M Jamjoom, Zahid …
IEEE Access , Vol. 11 , pp. 95889-95902
Colorectal cancer (CRC) is the third most common cause of cancer-related deaths in the United States and is anticipated to cause another 52,580 deaths …
Tissue Artifact Segmentation and Severity Assessment for Automatic Analysis usi…
Md Shakhawat Hossain, Galib Muhammad Shahriar, MM Mahbubul Syeed, Mohammad Faisal Uddin, Mahady Hasan, Md Sakir Hossain, Rubina Bari
IEEE Access , Vol. 11 , pp. 21977-21991
Traditionally, pathological analysis and diagnosis are performed by manually eyeballing glass-slide specimens under a microscope by an expert. The whole slide image (WSI) is …
An Interpretable Hybrid CNN-SVM Model for Predicting Stress Among University Students
Ashifur Rahman, MM Mahbubul Syeed, Kaniz Fatema, Razib Hayat Khan, Md Shakhawat Hossain, Mohammad Faisal Uddin
Stress among university students can be defined as a state of mental tension caused by difficult academic endeavours. Nonetheless, stress at the tertiary (i.e., University) level has been the subject of much research as accurately predicting mental stress is …
Predicting Depression Among University Students: a Comparative Assessment of ML & DL models using XAI
Jahid Hasan Rony, MM Mahbubul Syeed, Razib Hayat Khan, Kaniz Fatema, Md Shakhawat Hossain, Mohammad Faisal Uddin
Depression among university students is a critical mental health issue that significantly impacts their academic performance, social interactions, and overall well-being. This study investigates the efficacy of machine learning (ML) and deep learning (DL) models in measuring depression, a …
AqUavplant Dataset: A High-Resolution Aquatic Plant Classification and Segmentation Image Dataset Using UAV
Md Abrar Istiak, Razib Hayat Khan, Jahid Hasan Rony, MM Mahbubul Syeed, M Ashrafuzzaman, Md Rajaul Karim, Md Shakhawat Hossain, Mohammad Faisal Uddin
Scientific Data (Nature) , Vol. 11 (1)
Aquatic vegetation species are declining gradually, posing a threat to the stability of aquatic ecosystems. The decline can be controlled with proper monitoring and mapping of the species for effective conservation and management. The Unmanned Ariel Vehicle (UAV) aka …
Environmental Monitoring System for Renewable Energy Installations
Mohammad Rejwan Uddin, Mohsina Tabassum, Md Shad Ashfaque Hossain, Md Shakhawat Hossain, Mahady Hasan
Renewable energy installations have significant potential. Nonetheless, the effectiveness of their functioning is contingent upon the dynamic nature of the environment within which they function. To address this difficulty, we propose an innovative solution: the Internet of Things (IoT) …
Evaluation of the Design, Fabrication, and Operation of a Vertical Axis Wind Turbine (VAWT) Utilizing a Suggested Grid-Tie Topology Suitable for the Coastal Area of Bangladesh
Mohammad Rejwan Uddin, Wanas Uddin Ahmed, Mehadi Hassan Khan, Md Shakhawat Hossain, Mahady Hasan
Wind is one of the most potential renewable energy sources in Bangladesh. Due to modest wind speed and direction changes, designing an effective wind power-producing system in this region is difficult. The goal of designing the vertical Axis Wind …
Bio-inspired Heuristic Optimization-based Cascaded Network for Diabetic Retinopathy Screening
Eshat Ahmad Shuvo, Wahidur Rahman, Md Shakhawat Hossain, Md Tarequl Islam, Md Sadiq Iqbal
Diabetic retinopathy (DR) is a common yet fatal complication of diabetic patients in which high levels of blood sugar damage the blood vessels in the retina, the light-sensitive eye tissue crucial for human vision. Early detection and timely intervention …
AI-Guided Anatomical Landmark and Abnormality Detection for Autonomous Endoscopy Examination
Md Shakhawat Hossain, Munim Ahmed, Md Sahilur Rahman, Mahreen Tabassum, Fariha Karim, Md Aulad Hossain, Razib Hayat Khan, Razib Hayat Khan, M. M. Mahbubul Syeed and Mohammad Faisal Uddin
Journal of Computer Science , Vol. 20 (8) , pp. 858-871
Endoscopy is the routine medical procedure to observe tumors in the human Gastrointestinal (GI) tract by inserting an endoscope, a thin, flexible, tube-like instrument with a light source and camera. Traditionally, an endoscopist performs the endoscopy, orients the endoscope …
Surface water quality profiling using the water quality index, pollution index and statistical methods: A critical review
MM Mahbubul Syeed, Md Shakhawat Hossain, Md Rajaul Karim, Mohammad Faisal Uddin, Mahady Hasan, Razib Hayat Khan
Environmental and Sustainability Indicators , Vol. 18
Surface water is heavily exposed to contamination as this is the ubiquitous source for most of the water needs. This situation is exaggerated by the excessive population, heavy industrialization, rapid urbanization, and improper sanitation. Comprehensive measurement and …
Adoption of Unmanned Aerial Vehicle (UAV) imagery in agricultural management: A systematic literature review
Md Abrar Istiak, MM Mahbubul Syeed, Md Shakhawat Hossain, Mohammad Faisal Uddin, Mahady Hasan, Razib Hayat Khan, Nafis Saami Azad
Scientific Data (Nature) , Vol. 78 (102305)
Precision agriculture and Smart farming have become the essential backbone for sustainable agricultural production by leveraging cutting edge remote sensing and communication technologies, meshed with AI driven data processing and decision making approaches. Agricultural segments, such …
Region of interest (ROI) selection using vision transformer for automatic analysis using whole slide images
Md Shakhawat Hossain, Galib Muhammad Shahriar, MM Mahbubul Syeed, Mohammad Faisal Uddin, Mahady Hasan, Shingla Shivam, Suresh Advani
Scientific Reports (Nature) , Vol. 13 (1)
Selecting regions of interest (ROI) is a common step in medical image analysis across all imaging modalities. An ROI is a subset of an image appropriate for the intended analysis and identified manually by experts. In modern pathology, the …
DeepPoly: deep learning-based polyps segmentation and classification for autonomous colonoscopy examination
Md Shakhawat Hossain, Md Mahmudur Rahman, M Mahbubul Syeed, Mohammad Faisal Uddin, Mahady Hasan, Md Aulad Hossain, Amel Ksibi, Mona M Jamjoom, Zahid Ullah, Md Abdus Samad
IEEE Access , Vol. 11 , pp. 95889-95902
Colorectal cancer (CRC) is the third most common cause of cancer-related deaths in the United States and is anticipated to cause another 52,580 deaths in 2023. The standard medical procedure for screening and treating colorectal disease is a colonoscopy. …
Tissue Artifact Segmentation and Severity Assessment for Automatic Analysis using Whole Slide Image
Md Shakhawat Hossain, Galib Muhammad Shahriar, MM Mahbubul Syeed, Mohammad Faisal Uddin, Mahady Hasan, Md Sakir Hossain, Rubina Bari
IEEE Access , Vol. 11 , pp. 21977-21991
Traditionally, pathological analysis and diagnosis are performed by manually eyeballing glass-slide specimens under a microscope by an expert. The whole slide image (WSI) is the digital specimen produced from the glass slide. WSI enabled specimens to be observed on …