AIを用いた自動解析・診断のための画像品質評価

関連論文
Research papers and publications in this area

Residual Tumor Cellularity Assessment of Breast Cancer after Neoadjuvant Therap…
Md Shakhawat Hossain, Md Sahilur Rahman, Munim Ahmed, Nazia Alfaz, Sirajum Munira Shifat, MM Mahbub…
IEEE Access , Vol. 12
Residual tumor cellularity (RTC) is assessed routinely after neoadjuvant therapy (NAT) for Breast Cancer (BC) patients to determine the effectiveness of therapy and plan …

Tissue Artifact Segmentation and Severity Assessment for Automatic Analysis usi…
Md Shakhawat Hossain, Galib Muhammad Shahriar, MM Mahbubul Syeed, Mohammad Faisal Uddin, Mahady Has…
IEEE Access , Vol. 11
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 …

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 …

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)
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 …

Practical image quality evaluation for whole slide imaging scanner
Md Shakhawat Hossain, Toyama Nakamura, Fumikazu Kimura, Yukako Yagi, Masahiro Yamaguchi
Whole slide imaging (WSI) scanner scans pathological specimens to produce digital slides to use in pathology practice, research, and computational pathology, which enables monitor-based diagnosis …