The Quest for the Application of Artificial Intelligence to Whole Slide Imaging: Unique Prospective from New Advanced Tools
The introduction of machine learning in digital pathology has deeply impacted the field,
especially with the advent of whole slide image (WSI) analysis. In this review, we tried to …
especially with the advent of whole slide image (WSI) analysis. In this review, we tried to …
[HTML][HTML] An Unsupervised Learning Tool for Plaque Tissue Characterization in Histopathological Images
Stroke is the second leading cause of death and a major cause of disability around the
world, and the development of atherosclerotic plaques in the carotid arteries is generally …
world, and the development of atherosclerotic plaques in the carotid arteries is generally …
Enhanced Nuclei Segmentation and Classification via Category Descriptors in the SAM Model
M Luna, P Chikontwe, SH Park - Bioengineering, 2024 - mdpi.com
Segmenting and classifying nuclei in H&E histopathology images is often limited by the long-
tailed distribution of nuclei types. However, the strong generalization ability of image …
tailed distribution of nuclei types. However, the strong generalization ability of image …
Deep Transfer Learning Using Real-World Image Features for Medical Image Classification, with a Case Study on Pneumonia X-ray Images
C Gu, M Lee - Bioengineering, 2024 - mdpi.com
Deep learning has profoundly influenced various domains, particularly medical image
analysis. Traditional transfer learning approaches in this field rely on models pretrained on …
analysis. Traditional transfer learning approaches in this field rely on models pretrained on …
Machine Learning Big Data Analysis of the Impact of Air Pollutants on Rhinitis-Related Hospital Visits
S Lee, C Hyun, M Lee - Toxics, 2023 - mdpi.com
This study seeks to elucidate the intricate relationship between various air pollutants and the
incidence of rhinitis in Seoul, South Korea, wherein it leveraged a vast repository of data and …
incidence of rhinitis in Seoul, South Korea, wherein it leveraged a vast repository of data and …
Determining the Major Contributing Features to Predict Breast Cancer Imposing ML Algorithms with LIME and SHAP
Significant advancements have been achieved recently in the use of artificial intelligence
(AI) to solve healthcare-related problems. A potential method for identifying and treating …
(AI) to solve healthcare-related problems. A potential method for identifying and treating …
Deep Learning-driven Automatic Nuclei Segmentation of Label-free Live Cell Chromatin-sensitive Partial Wave Spectroscopic Microscopy Imaging
Chromatin-sensitive Partial Wave Spectroscopic (csPWS) microscopy offers a non-invasive
glimpse into the mass density distribution of cellular structures at the nanoscale, leveraging …
glimpse into the mass density distribution of cellular structures at the nanoscale, leveraging …