从临床医生角度, 看人工智能在癌症精准诊疗中的应用及思考

王琳琳, 孙玉萍 - 山东大学学报(医学版), 2021 - yxbwk.njournal.sdu.edu.cn
… of radiology and pathology, but … of deep learning, the most popular AI technology, on cancer
radiology. Next, we will introduce the new advance of AI tech applied in the cancer pathology

[HTML][HTML] 深度学习在组织病理学中的应用综述

金旭, 文可, 吕国锋, 石军, 迟孟贤, 武铮, 安虹 - 2020 - cjig.cn
… Then, we provide an overview of the primary datasets of histopathological diagnosis. We …
the main works surveyed and identifies challenges for future research. To make deep learning-…

全脑3D 成像可量化神经退行性疾病小鼠模型中的药物治疗效果

HH Hansen, U Roostalu… - 中国神经再生研究(英文 …, 2020 - sjzsyj.com.cn
… Our LSFM study therefore sets a … with deep learning computational methods for fast processing
of big data represents an ideal technology for absolute quantification of histopathological

用于神经退行性变解码的非线性动态状态空间网络建模

VC Chirumamilla, CW Ip, M Reich, R Peach… - 中国神经再生研究 …, 2024 - sjzsyj.com.cn
… to study neurodegeneration. The spatial and temporal features, when used to train convolutional
neural networks, … proteinopathies, such as Tau pathology in both ALS and Parkinson’s …

[PDF][PDF] 基于深度学习的肝脏病理图像中肝脂肪变性分级研究

李时杰, 宋镒凯, 张智弘, 梁辉… - Progress in …, 2022 - biomed.cnjournals.com
… method was used to construct and train a deep neural network model. … based on deep learning
technology developed in this study … ; Non-alcoholic fatty liver diagnosis; Digital pathology

基于深度学习的医学多模态数据融合方法在肿瘤学中的进展和挑战

蔡程飞, 李军, 焦一平, 王向学, 郭冠辰, 徐军 - 数据与计算发展前沿, 2024 - jfdc.cnic.cn
… cancer from routine histology images: a retrospective study[J]. … visual feature learning with
deep neural networks: A survey[J]… image computing, computational pathology, digital pathology

[PDF][PDF] 基于卷积神经网络的涵洞式直立堤波浪透射预测

赵西增, 徐天宇, 谢玉林, 吕超凡, 姚炎明, 解静, 常江 - 力学学报, 2021 - lxxb.cstam.org.cn
… 计算流体力学(computational fluid dynamics, CFD) … convolutional neural network can calculate
the corresponding results within 10 milliseconds with a relatively high accuracy. This study

[PDF][PDF] 基于深度学习的色彩迁移生物医学成像技术

卞殷旭, 邢涛, 邓伟杰, 鲜勤, 乔洪磊, 于钱… - 红外与激光 …, 2022 - researching.cn
… 而近些年,基于深度学习(Deep Learning, DL) 的 色彩迁移技术作为一种极具发展潜力的色彩迁移
技 术已经… Virtually colorizing deep neural network Virtually colorizing deep neural network

[PDF][PDF] 用于组织病理图像分类的双层多实例学习模型

陆浩, 陈金令, 陈杰, 陈百合, 唐卓葳 - 中国图象图形学报, 2024 - cjig.cn
… of histopathology WSIs is the gold standard for pathology … begun exploring the application
of deep learning in the field of … Result This study performs a comparison and ablation-related …

计算病理学应用研究进展与挑战

焦一平, 王向学, 徐军 - 协和医学杂志, 2022 - xhyxzz.pumch.cn
… 级 的卷积神经网络( convolutional neural network, CNN). 除玻… Aprognosticandpredic⁃ tive
computational pathology image … histopathological images using multiscale deep learning [J]. …