视频 思维导图 随笔 相册 原创同步助手 其他工具 图片转文字 文件清理 AI助手留言交流 搜索 分享 QQ空间 QQ好友 新浪微博 微信 ⏲️脑肿瘤诊断使用机器学习,卷积神经网络,胶囊神经网络和视觉变压器,应用于MRI:综述- PMC_IF=NaN_Qundefined_2022_🧰ifsunrise 2023-07-03 发布于北京 展开全文 ...
MSD dataset 484 multi-modal multi-site MRI data (FLAIR, T1W, T1w post GBCA, T2W) [59] Open in a separate window 在单独的窗口中打开 3.2. Image Pre-Processing Techniques 3.2图像预处理技术 Image pre-processing techniques can be used to improve the performance of DL-based techniques. Thaha...
In the full cohort (538 patients, 373 controls), i.e. including predictions from training the network on the test dataset and testing on the train dataset, results were similar to those on the test cohort only. Sensitivity was 58%, sensitivity+ was 65% and specificity was 52% (Table 2)...
Statistical Analysis of Clinical Breast Cancer Dataset All statistical analyses were performed using GraphPad Prism (GraphPad Software, California, USA). Results Staurosporine combined with EGF led to an enhanced EMT with a switch from Snail2 to Snail1 signalling EGF plays an important role in the ...
We demonstrate how through open-science practices and decentralized MRI post-processing, one can create a dataset; and train and validate a machine-learning framework to assist in the diagnosis of a rare, clinically challenging pathology. The MELD FCD classifier is a fully automated, open-access ...
Adam MagosJakob WalldénotherSellbrandt I, Brattwall M, Jildensta lP, et al.: Dataset 1 in: The choice between surgical scrubbing and sterile covering before or after induction of anaesthesia: A prospective study. F1000Research. 2017. Data Source...
613 single nucleotide polymorphisms (SNPs). This dataset was used for genome-wide association studies (GWAS), in order to localize potential candidate genes for direct and maternal genetic effects on BW recorded at birth (BW0), at 2 to 3 months of age (BW23), and at 13 to ...
In this study, we aimed to generate predictive and well-characterized quantitative structure–activity relationship (QSAR) models for hERG blockage using the largest publicly available dataset of 11,958 compounds from the ChEMBL database. The models have been developed and validated according to OECD...
All statistical analyses were performed using the DICOM reference surface dataset. AlignRT reference surface data was only used to calculate the LOA with the DICOM reference data. This helped assess any outcome differences between both reference surfaces. Setup margins for preshifts surfaces and MV ...
Baracchi D, Brown MJF, Chittka L: Dataset 2 in: Behavioural evidence for self- medication in bumblebees? F1000Research. 2015b. Data SourceBaracchi, D., Brown, M. J. F., and Chittka, L. (2015). Behavioural evidence for self-medication in bumblebees? F1000Res 4:73. doi: 10.12688/...