Publications
Our research contributions and scientific publications
Showing 46 publication
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 …
Review of artifact detection methods for automated analysis and diagnosis in di…
Hossain Shakhawat, Sakir Hossain, Alamgir Kabir, SM Hasan Mahmud, MM Manjurul Islam, Faisal Tariq
This chapter introduces the whole slide imaging system and the major artifacts found in whole slide image (WSI), addresses the challenges of automated analysis …
Automatic grading of invasive breast cancer patients for the decision of therap…
Hossain Shakhawat, Matthew Hanna, Kareem Ibrahim, Rene Serrette, Peter Ntiamoah, Marcia Edelweiss, Edi Brogi, Meera Hameed, Masahiro Yamaguchi, Dara …
This chapter discusses an automatic system designed using whole slide imaging (WSI) and artificial intelligence (AI) technology to grade invasive breast cancer patients enabling …
Smartpoultry: Early detection of poultry disease from smartphone captured fecal…
Md Shakhawat Hossain, Umme Sadia Salsabil, MM Mahbubul Syeed, Md Mahmudur Rahman, Kaniz Fatema, Mohammad Faisal Uddin
The outbreak of chicken disease has been a major concern around the world, as the poultry industry supplies a significant portion of t he …
An iot intensive ai-integrated system for optimized surface water quality profi…
MM Mahbubul Syeed, Md Rajaul Karim, Md Shakhawat Hossain, Kaniz Fatema, Mohammad Faisal Uddin, Razib Hayat Khan
Surface water is heavily exposed to contamination as this water is the ubiquitous source for the majority of water needs. This situation is exaggerated …
Cavit: Early stage dental caries detection from smartphone-image using vision t…
Md Shakhawat Hossain, Md Mahmudur Rahman, MM Mahbubul Syeed, Ummae Hamida Hannan, Mohammad Faisal Uddin, Sahria Bakar Mumu
Caries detection is a routine clinical task in dental practice. If caries are detected at an early stage, non-invasive or micro-invasive treatment such as …
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 …
Review of artifact detection methods for automated analysis and diagnosis in digital pathology
Hossain Shakhawat, Sakir Hossain, Alamgir Kabir, SM Hasan Mahmud, MM Manjurul Islam, Faisal Tariq
This chapter introduces the whole slide imaging system and the major artifacts found in whole slide image (WSI), addresses the challenges of automated analysis caused by the artifacts, and reviews the existing artifact detection methods. The WSI scanner is …
Automatic grading of invasive breast cancer patients for the decision of therapeutic plan
Hossain Shakhawat, Matthew Hanna, Kareem Ibrahim, Rene Serrette, Peter Ntiamoah, Marcia Edelweiss, Edi Brogi, Meera Hameed, Masahiro Yamaguchi, Dara Ross, Yukako Yagi
This chapter discusses an automatic system designed using whole slide imaging (WSI) and artificial intelligence (AI) technology to grade invasive breast cancer patients enabling therapeutic decisions. This chapter presents an automatic Human epidermal receptor growth factor receptor 2 (HER2) …
Smartpoultry: Early detection of poultry disease from smartphone captured fecal image
Md Shakhawat Hossain, Umme Sadia Salsabil, MM Mahbubul Syeed, Md Mahmudur Rahman, Kaniz Fatema, Mohammad Faisal Uddin
The outbreak of chicken disease has been a major concern around the world, as the poultry industry supplies a significant portion of t he global protein needs. Such an outbreak can cause enormous financial loss to the poultry farmers …
An iot intensive ai-integrated system for optimized surface water quality profiling
MM Mahbubul Syeed, Md Rajaul Karim, Md Shakhawat Hossain, Kaniz Fatema, Mohammad Faisal Uddin, Razib Hayat Khan
Surface water is heavily exposed to contamination as this water is the ubiquitous source for the majority of water needs. This situation is exaggerated by excessive population, heavy industrialization, rapid urbanization, and ad-hoc monitoring. Comprehensive measurement and knowledge extraction …
Cavit: Early stage dental caries detection from smartphone-image using vision transformer
Md Shakhawat Hossain, Md Mahmudur Rahman, MM Mahbubul Syeed, Ummae Hamida Hannan, Mohammad Faisal Uddin, Sahria Bakar Mumu
Caries detection is a routine clinical task in dental practice. If caries are detected at an early stage, non-invasive or micro-invasive treatment such as fillings and a root canal can be effective and thereby invasive treatment and therapies such …