Cancers, Free Full-Text
Por um escritor misterioso
Last updated 17 março 2025

Urinary cytology is a useful, essential diagnostic method in routine urological clinical practice. Liquid-based cytology (LBC) for urothelial carcinoma screening is commonly used in the routine clinical cytodiagnosis because of its high cellular yields. Since conventional screening processes by cytoscreeners and cytopathologists using microscopes is limited in terms of human resources, it is important to integrate new deep learning methods that can automatically and rapidly diagnose a large amount of specimens without delay. The goal of this study was to investigate the use of deep learning models for the classification of urine LBC whole-slide images (WSIs) into neoplastic and non-neoplastic (negative). We trained deep learning models using 786 WSIs by transfer learning, fully supervised, and weakly supervised learning approaches. We evaluated the trained models on two test sets, one of which was representative of the clinical distribution of neoplastic cases, with a combined total of 750 WSIs, achieving an area under the curve for diagnosis in the range of 0.984–0.990 by the best model, demonstrating the promising potential use of our model for aiding urine cytodiagnostic processes.

Cancers, Free Full-Text

Event-free Survival with Pembrolizumab in Early Triple-Negative Breast Cancer

Cancers, Free Full-Text

Event-free Survival with Pembrolizumab in Early Triple-Negative Breast Cancer

Vag Diagnose Software Version 311 - Colaboratory

Multi-omics integrated circulating cell-free DNA genomic signatures enhanced the diagnostic performance of early-stage lung cancer and postoperative minimal residual disease - eBioMedicine

Remission, cancer-free, no evidence of disease: What's the difference?

Weekly Paclitaxel in the Adjuvant Treatment of Breast Cancer

Mortality from leading cancers in districts of England from 2002 to 2019: a population-based, spatiotemporal study - The Lancet Oncology

Cancers, Free Full-Text

Cancers, Free Full-Text

Multimodal analysis of cell-free DNA whole-methylome sequencing for cancer detection and localization

Destination Healthy Skin Toolkit - The Skin Cancer Foundation
Recomendado para você
-
Custom / Edited - Sonic the Hedgehog Customs - Sonic - The17 março 2025
-
modgen classic sonic ATS edit sprite sheet by MekanTheGuy on17 março 2025
-
Commissions Info by RetroHero -- Fur Affinity [dot] net17 março 2025
-
modgen super sonic Palette - Pixilart17 março 2025
-
Practicing making Sprites! XD17 março 2025
-
Explore the Best Modgen Art17 março 2025
-
Create meme metal sonic sprites, sonic exe sprites, sonic sprites for rpg - Pictures17 março 2025
-
Pixel Possum Com Sheet 2022 by octivepossum -- Fur Affinity [dot] net17 março 2025
-
The Ultimate ModGen Sonic Sprites-5 by kaai1 on DeviantArt17 março 2025
-
PhoenixFireWolf12 Mod gen Sonic sprites by samuelnwadike on DeviantArt17 março 2025
você pode gostar
-
Contrato fenomenal, AeroHonda e camisa 4: Botafogo vive hype com japonês17 março 2025
-
como instalar jogos no tablet ou celular17 março 2025
-
How to hide game activity on Discord (2023) - Mobile & PC! - Try Hard Guides17 março 2025
-
Category:Legendary Units, Anime Adventures Wiki17 março 2025
-
Pokemon Generations Episode 7: The Vision Released17 março 2025
-
Release Your ROAR Podcast17 março 2025
-
CapCut_skin rill x17 março 2025
-
Ranking EVERY Gun In Shadow The Hedgehog17 março 2025
-
Marcia's Hot Dog Delivery Menu, Order Online, 462 Waverly St Framingham17 março 2025
-
Captain America on Display at Marvel Studios' Avengers, Endgame Event at Suntec City, Singapore. Imagem de Stock Editorial - Imagem de preto, cinema: 27232826917 março 2025