[HTML][HTML] Region of interest (ROI) selection using vision transformer for automatic analysis using whole slide images

MS Hossain, GM Shahriar, MMM Syeed, MF Uddin… - Scientific Reports, 2023 - nature.com
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 …

Histopathology Foundation Models Enable Accurate Ovarian Cancer Subtype Classification

J Breen, K Allen, K Zucker, L Godson, NM Orsi… - arXiv preprint arXiv …, 2024 - arxiv.org
Large pretrained transformers are increasingly being developed as generalised foundation
models which can underpin powerful task-specific artificial intelligence models …

[PDF][PDF] Brain Tumor Classification using Convolutional Neural Network from MRI images

F Rahman, SMA Mahmud - researchgate.net
Brain tumors are one of the most aggressive disease. They are caused when abnormal cells
are formed and spread from uncontrolled cell division. They can be identified and classified …

Bio-inspired Heuristic Optimization-based Cascaded Network for Diabetic Retinopathy Screening

EA Shuvo, W Rahman, MS Hossain… - … on Advancement in …, 2024 - ieeexplore.ieee.org
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 …

[PDF][PDF] An Ensemble of CNN to Detect Aedes Larva from Low-resolution Smartphone Captured Image

ME Raihan - researchgate.net
There have been numerous reports of infections spread by the Aedes mosquito in
Bangladesh. This number is concerning in several parts of the nation. spreading of this …

[PDF][PDF] Early Detection of Chicken Disease using Smartphone Captured Fecal Image

US Salsabil - researchgate.net
The poultry outbreak has always been a concern globally. The disease outbreak can cause
immense financial loss as well as affect human lives. The COVID19 epidemic has educated …

[PDF][PDF] AI-assisted Enamel Caries Detection from Smartphone Captured Image

UH Hannan - researchgate.net
Detecting cavities at an early stage is one of the routine tasks performed in dental practice,
such that non-invasive or micro-invasive treatment may be provided, preventing the need for …

[PDF][PDF] Polyps Segmentation for AI-assisted Colonoscopy Examination

RK Shayoni, SMA Hossain, A Rahman, R Islam - researchgate.net
Colonoscopy is the standard procedure for detecting abnormalities in the colon and rectum.
In clinical practice, a gastroenterologist performs a colonoscopy to identify abnormalities …

[PDF][PDF] Polyps Segmentation using DoubleU-Net from Colonoscopy Images of Gastrointestinal Tract

SMM Shatil, M Tabassum, M Ahmed, F Karim… - researchgate.net
Automatic polyp segmentation has been increasing the reliability of detecting polyps thanks
to advancements in computer vision technology. Because of the automatic segmentation of …

[PDF][PDF] IMAGE QUALITY FAILURE DETECTION FOR BRIGHT-FIELD WHOLE SLIDE IMAGING SCANNER

HM Shakhawat, T Nakamura, F Kimura, Y Yagi… - researchgate.net
Whole slide imaging (WSI) involves scanning of pathological specimens to produce digital
slides to use in pathology practice, research and computational pathology which enables …