Publications
Our research contributions and scientific publications
Showing 19 publication
Ripen Banana Dataset: A Comprehensive Resource for Carbide Detection and Ripeni…
Elman Alam, Md Tarequl Islam, Ishrat Zahan Raka, Onamika Sarkar Ritu, Md Shakhawat Hossain, Wahidur Rahman, Rahat Khan
Data in Brief , Vol. 60
We introduce the “Ripen Banana” dataset, a newly developed collection featuring two distinct classes of ripen banana images: carbide and non-carbide. The dataset contains …
A Comprehensive Dataset of Surface Water Quality Spanning 1940-2023 for Empiric…
Md Rajaul Karim, MM Mahbubul Syeed, Ashifur Rahman, Khondkar Ayaz Rabbani, Kaniz Fatema, Razib Hayat Khan, Md Shakhawat Hossain, Mohammad Faisal Uddin
Scientific Data (Nature) , Vol. 12 (1)
Assessment and monitoring of surface water quality are essential for food security, public health, and ecosystem protection. Although water quality monitoring is a known …
Predicting the effect of Bevacizumab therapy in ovarian cancer from H&E whole s…
Md Shakhawat Hossain, Munim Ahmed, Md Sahilur Rahman, MM Mahbubul Syeed, Mohammad Faisal Uddin
Intelligence-Based Medicine , Vol. 11 (100231)
Ovarian cancer (OC) ranks fifth in all cancer-related fatalities in women. Epithelial ovarian cancer (EOC) is a subclass of OC, accounting for 95 % of …
Automated Gleason Grading of Prostate Cancer from Low-Resolution Histopathology…
Md Shakhawat Hossain, Md Sahilur Rahman, Munim Ahmed, Anowar Hussen, Zahid Ullah, Mona Jamjoom
Computers, Materials & Continua
One in every eight men in the US is diagnosed with prostate cancer, making it the most common cancer in men. Gleason grading is …
Medicinal plant classification using particle swarm optimized cascaded network
Md Tarequl Islam, Wahidur Rahman, Md Shakhawat Hossain, Kaniz Roksana, Irma Domínguez Azpíroz, Raquel Martínez Diaz, Imran Ashraf, Md Abdus Samad
IEEE Access , Vol. 12 , pp. 42465-42478
Medicinal plants are essential to healthcare since ancient times and are integral to developing drugs and other medical treatments. More than 25% of medicines …
Residual Tumor Cellularity Assessment of Breast Cancer after Neoadjuvant Therap…
Md Shakhawat Hossain, Md Sahilur Rahman, Munim Ahmed, Nazia Alfaz, Sirajum Munira Shifat, MM Mahbubul Syeed, Mohammad Anowar Hussen, Mohammad Faisal …
IEEE Access , Vol. 12 , pp. 86083 - 86095
Residual tumor cellularity (RTC) is assessed routinely after neoadjuvant therapy (NAT) for Breast Cancer (BC) patients to determine the effectiveness of therapy and plan …
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 …
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 …
Ripen Banana Dataset: A Comprehensive Resource for Carbide Detection and Ripening Stage Analysis to Enhance Food Quality and Agricultural Efficiency
Elman Alam, Md Tarequl Islam, Ishrat Zahan Raka, Onamika Sarkar Ritu, Md Shakhawat Hossain, Wahidur Rahman, Rahat Khan
Data in Brief , Vol. 60
We introduce the “Ripen Banana” dataset, a newly developed collection featuring two distinct classes of ripen banana images: carbide and non-carbide. The dataset contains images from raw to ripe bananas that have been ripened with carbide and without carbide. …
A Comprehensive Dataset of Surface Water Quality Spanning 1940-2023 for Empirical and ML Adopted Research
Md Rajaul Karim, MM Mahbubul Syeed, Ashifur Rahman, Khondkar Ayaz Rabbani, Kaniz Fatema, Razib Hayat Khan, Md Shakhawat Hossain, Mohammad Faisal Uddin
Scientific Data (Nature) , Vol. 12 (1)
Assessment and monitoring of surface water quality are essential for food security, public health, and ecosystem protection. Although water quality monitoring is a known phenomenon, little effort has been made to offer a comprehensive and harmonized dataset for surface …
Predicting the effect of Bevacizumab therapy in ovarian cancer from H&E whole slide images using transformer model
Md Shakhawat Hossain, Munim Ahmed, Md Sahilur Rahman, MM Mahbubul Syeed, Mohammad Faisal Uddin
Intelligence-Based Medicine , Vol. 11 (100231)
Ovarian cancer (OC) ranks fifth in all cancer-related fatalities in women. Epithelial ovarian cancer (EOC) is a subclass of OC, accounting for 95 % of all patients. Conventional treatment for EOC is debulking surgery with adjuvant Chemotherapy; however, in 70 % …
Automated Gleason Grading of Prostate Cancer from Low-Resolution Histopathology Images Using an Ensemble Network of CNN and Transformer Models
Md Shakhawat Hossain, Md Sahilur Rahman, Munim Ahmed, Anowar Hussen, Zahid Ullah, Mona Jamjoom
Computers, Materials & Continua
One in every eight men in the US is diagnosed with prostate cancer, making it the most common cancer in men. Gleason grading is one of the most essential diagnostic and prognostic factors for planning the treatment of prostate …
Medicinal plant classification using particle swarm optimized cascaded network
Md Tarequl Islam, Wahidur Rahman, Md Shakhawat Hossain, Kaniz Roksana, Irma Domínguez Azpíroz, Raquel Martínez Diaz, Imran Ashraf, Md Abdus Samad
IEEE Access , Vol. 12 , pp. 42465-42478
Medicinal plants are essential to healthcare since ancient times and are integral to developing drugs and other medical treatments. More than 25% of medicines in developed countries are produced from medicinal plants, while in developing countries, approximately 80% of …
Residual Tumor Cellularity Assessment of Breast Cancer after Neoadjuvant Therapy using Image Transformer
Md Shakhawat Hossain, Md Sahilur Rahman, Munim Ahmed, Nazia Alfaz, Sirajum Munira Shifat, MM Mahbubul Syeed, Mohammad Anowar Hussen, Mohammad Faisal Uddin
IEEE Access , Vol. 12 , pp. 86083 - 86095
Residual tumor cellularity (RTC) is assessed routinely after neoadjuvant therapy (NAT) for Breast Cancer (BC) patients to determine the effectiveness of therapy and plan the treatment. RTC is also considered a prognostic biomarker associated with metastatic recurrence and survival …
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 …
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. …