Article

Next-Generation Histopathology: A Clinical Trial of Advanced Virtual Histochemical Stains

2023-11-20

Abstract excerpt

<title>Abstract</title> <p>Histopathological analysis traditionally relies on Hematoxylin and eosin (H&E) staining. However, comprehensive differential diagnoses often require additional histochemical stains, leading to increased diagnostic time and costs. To address these limitations, we introduce AI-XStainer, a novel virtual staining tool powered by advanced deep learning techniques. This system adeptly transfo...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: f4925854-e3f1-51d7-a164-f10df42b7ca1
DOI: 10.21203/rs.3.rs-3611888/v1

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Next-Generation Histopathology: A Clinical Trial of Advanced Virtual Histochemical StainsDOI 10.21203/rs.3.rs-3611888/v1Read

An end-to-end platform for digital pathology using hyperspectral autofluorescence microscopy and deep learning based virtual histologySemantic proximity Read

Interpretable multimodal deep learning for real-time pan-tissue pan-disease pathology search on social mediaSemantic proximity Read

PathProfiler: Automated Quality Assessment of Retrospective Histopathology Whole-Slide Image Cohorts by Artificial Intelligence – A Case Study for Prostate Cancer ResearchSemantic proximity Read

A Clinical Benchmark of Foundation Models: Towards Reliable Morphological Subtyping and Cancer Detection on Real-World Barrett’s Esophagus DataSemantic proximity Read

Accurate Diagnosis of Colorectal Cancer Based on Histopathology Images Using Artificial IntelligenceSemantic proximity Read

Generalizing AI-driven Assessment of Immunohistochemistry across Immunostains and Cancer Types: A Universal Immunohistochemistry AnalyzerSemantic proximity Read

Subspecialty-Specific Foundation Model for Intelligent Gastrointestinal PathologySemantic proximity Read

Autofluorescence Virtual Staining System for H&E Histology and Multiplex Immunofluorescence Applied to Immuno-Oncology Biomarkers in Lung CancerSemantic proximity Read

Validation of virtual trichrome stains for kidney fibrosis evaluation using dual-mode emission and transmission microscopySemantic proximity Read

A clinical-grade universal foundation model for intraoperative pathologySemantic proximity Read

A Deep Learning-Based Tool for Segmentation and Quantification of i-IFTA, Focal Infiltrates, and Tubular Dilation in Haematoxylin-Eosin Stained Renal Whole-Slide ImagesSemantic proximity Read

<i>ROSIE</i> : AI generation of multiplex immunofluorescence staining from histopathology imagesSemantic proximity Read