Publications
Our research contributions and scientific publications
Showing 19 publication
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 …
The perception of health professionals in Bangladesh toward the digitalization …
Md Shakhawat Hossain, MM Mahbubul Syeed, Kaniz Fatema, Mohammad Faisal Uddin
International Journal of Environmental Research and Public Health , Vol. 19 (20)
Bangladesh is undertaking a major transformation towards digitalization in every sector, and healthcare is no exception. Digitalization of the health sector is expected to …
Aedes Larva Detection Using Ensemble Learning to Prevent Dengue Endemic
Md Shakhawat Hossain, Md Ezaz Raihan, Md Sakir Hossain, MM Mahbubul Syeed, Harunur Rashid, Md Shaheed Reza
BioMedInformatics , Vol. 2 (3)
Dengue endemicity has become regular in recent times across the world. The numbers of cases and deaths have been alarmingly increasing over the years. …
Android ransomware detection from traffic analysis using metaheuristic feature …
Md Sakir Hossain, Naim Hasan, Md Abdus Samad, Hossain Md Shakhawat, Joydeep Karmoker, Foysol Ahmed, KFM Nafiz Fuad, Kwonhue Choi
IEEE Access , Vol. 10 , pp. 128754-128763
Among the prevalent cyberattacks on Android devices, a ransomware attack is the most common and damaging. Although there are many solutions for detecting Android …
Singular Nuclei Segmentation for Automatic HER2 Quantification Using CISH Whole…
Md Shakhawat Hossain, MM Mahbubul Syeed, Kaniz Fatema, Md Sakir Hossain, Mohammad Faisal Uddin
Sensors , Vol. 22 (19)
Human epidermal growth factor receptor 2 (HER2) quantification is performed routinely for all breast cancer patients to determine their suitability for
Automatic quality evaluation of whole slide images for the practical use of who…
Hossain Md Shakhawat, Tomoya Nakamura, Fumikazu Kimura, Yukako Yagi, Masahiro Yamaguchi
ITE Transactions On Media Technology And Applications , Vol. 8 (4) , pp. 252-268
A whole slide imaging (WSI) scanner scans pathological-specimens to produce digital images for monitor-based diagnosis and analysis. However, the image quality is sometimes insufficient …
Automatic quantification of HER2 gene amplification in invasive breast cancer f…
Md Shakhawat Hossain, Matthew G Hanna, Naohiro Uraoka, Tomoya Nakamura, Marcia Edelweiss, Edi Brogi, Meera R Hameed, Masahiro Yamaguchi, Dara S Ross,…
Journal of Medical Imaging , Vol. 6 (4)
Human epidermal growth factor receptor 2 (HER2), a transmembrane tyrosine kinase receptor encoded by the ERBB2 gene on chromosome 17q12, is a predictive and prognostic biomarker …
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 …
The perception of health professionals in Bangladesh toward the digitalization of the health sector
Md Shakhawat Hossain, MM Mahbubul Syeed, Kaniz Fatema, Mohammad Faisal Uddin
International Journal of Environmental Research and Public Health , Vol. 19 (20)
Bangladesh is undertaking a major transformation towards digitalization in every sector, and healthcare is no exception. Digitalization of the health sector is expected to improve healthcare services while reducing human effort and ensuring the satisfaction of patients and health …
Aedes Larva Detection Using Ensemble Learning to Prevent Dengue Endemic
Md Shakhawat Hossain, Md Ezaz Raihan, Md Sakir Hossain, MM Mahbubul Syeed, Harunur Rashid, Md Shaheed Reza
BioMedInformatics , Vol. 2 (3)
Dengue endemicity has become regular in recent times across the world. The numbers of cases and deaths have been alarmingly increasing over the years. In addition to this, there are no direct medications or vaccines to treat this viral …
Android ransomware detection from traffic analysis using metaheuristic feature selection
Md Sakir Hossain, Naim Hasan, Md Abdus Samad, Hossain Md Shakhawat, Joydeep Karmoker, Foysol Ahmed, KFM Nafiz Fuad, Kwonhue Choi
IEEE Access , Vol. 10 , pp. 128754-128763
Among the prevalent cyberattacks on Android devices, a ransomware attack is the most common and damaging. Although there are many solutions for detecting Android ransomware attacks, existing solutions have limited detection accuracy and high computational complexity. This paper proposes …
Singular Nuclei Segmentation for Automatic HER2 Quantification Using CISH Whole Slide Images
Md Shakhawat Hossain, MM Mahbubul Syeed, Kaniz Fatema, Md Sakir Hossain, Mohammad Faisal Uddin
Sensors , Vol. 22 (19)
Human epidermal growth factor receptor 2 (HER2) quantification is performed routinely for all breast cancer patients to determine their suitability for HER2-targeted therapy. Fluorescence in situ hybridization (FISH) and chromogenic in situ hybridization (CISH) are …
Automatic quality evaluation of whole slide images for the practical use of whole slide imaging scanner
Hossain Md Shakhawat, Tomoya Nakamura, Fumikazu Kimura, Yukako Yagi, Masahiro Yamaguchi
ITE Transactions On Media Technology And Applications , Vol. 8 (4) , pp. 252-268
A whole slide imaging (WSI) scanner scans pathological-specimens to produce digital images for monitor-based diagnosis and analysis. However, the image quality is sometimes insufficient due to focus-error or noise, in which case the slide needs to be rescanned. In …
Automatic quantification of HER2 gene amplification in invasive breast cancer from chromogenic in situ hybridization whole slide images
Md Shakhawat Hossain, Matthew G Hanna, Naohiro Uraoka, Tomoya Nakamura, Marcia Edelweiss, Edi Brogi, Meera R Hameed, Masahiro Yamaguchi, Dara S Ross, Yukako Yagi
Journal of Medical Imaging , Vol. 6 (4)
Human epidermal growth factor receptor 2 (HER2), a transmembrane tyrosine kinase receptor encoded by the ERBB2 gene on chromosome 17q12, is a predictive and prognostic biomarker in invasive breast cancer (BC). Approximately 20% of BC are HER2-positive as a result of ERBB2 gene …