将数据扩展到泛癌症基础模型。
Scaling data toward pan-cancer foundation models.
发表日期:2024 Oct
作者:
Nadieh Khalili, Francesco Ciompi
来源:
Trends in Cancer
摘要:
人工智能 (AI) 的最新进展彻底改变了计算病理学 (CPath),特别是通过深度学习 (DL) 和神经网络 (NN)。在最近的一项研究中,沃龙佐夫等人。 Virchow 介绍了一种新的 CPath 基础模型 (FM),该模型在癌症检测和生物标志物预测方面显示出了有希望的结果。版权所有 © 2024 作者。由爱思唯尔公司出版。保留所有权利。
Recent advances in artificial intelligence (AI) have revolutionized computational pathology (CPath), particularly through deep learning (DL) and neural networks (NNs). In a recent study, Vorontsov et al. introduced Virchow, a new foundation model (FM) for CPath, which has shown promising results in cancer detection and biomarker prediction.Copyright © 2024 The Authors. Published by Elsevier Inc. All rights reserved.