Virtual birefringence imaging and histological staining of amyloid deposits in label-free tissue using autofluorescence microscopy and deep learning

X Yang, B Bai, Y Zhang, M Aydin, Y Li… - Nature …, 2024 - nature.com
Systemic amyloidosis involves the deposition of misfolded proteins in organs/tissues,
leading to progressive organ dysfunction and failure. Congo red is the gold-standard …

Virtual staining for histology by deep learning

L Latonen, S Koivukoski, U Khan, P Ruusuvuori - Trends in Biotechnology, 2024 - cell.com
In pathology and biomedical research, histology is the cornerstone method for tissue
analysis. Currently, the histological workflow consumes plenty of chemicals, water, and time …

Clinical-grade validation of an autofluorescence virtual staining system with human experts and a deep learning system for prostate cancer

PF Wong, C McNeil, Y Wang, J Paparian, C Santori… - Modern Pathology, 2024 - Elsevier
The tissue diagnosis of adenocarcinoma and intraductal carcinoma of the prostate includes
Gleason grading of tumor morphology on the hematoxylin and eosin stain and …

[HTML][HTML] Autofluorescence Virtual Staining System for H&E Histology and Multiplex Immunofluorescence Applied to Immuno-Oncology Biomarkers in Lung Cancer

J Loo, M Robbins, C McNeil, T Yoshitake… - Cancer Research …, 2025 - aacrjournals.org
Virtual staining for digital pathology has great potential to enable spatial biology research,
improve efficiency and reliability in the clinical workflow, as well as conserve tissue samples …

HIPI: Spatially resolved multiplexed protein expression inferred from H&E WSIs

R Zeira, L Anavy, Z Yakhini, E Rivlin… - PLOS Computational …, 2024 - journals.plos.org
Solid tumors are characterized by complex interactions between the tumor, the immune
system and the microenvironment. These interactions and intra-tumor variations have both …

A Study on Anaphylactic-shock Forecasting System with Knowledge-Based Intelligent Architecture

M Sarkar, S Chatterjee, S Hazra… - International …, 2024 - submissions.adroidjournals.com
A serious and potentially fatal allergic reaction Anaphylaxis requires prompt diagnosis and
treatment. Accurate prediction of anaphylaxis is vital for preventing severe outcomes and …

[PDF][PDF] Prediction of MASH features from liver biopsy images using a pre-trained self-supervised learning model

Y Wang, S Vyawahare, C McNeil, J Loo… - J …, 2024 - postersessiononline.eu
Conclusions Introduction Results Dataset Method Page 1 Scan to download the poster
EASL2024 Prediction of MASH features from liver biopsy images using a pre-trained self-supervised …