Data-driven segmentation of type 2 diabetes mellitus patients: an observational study on health care utilisation prior to an emergency department visit in Germany [0.03%]
基于数据二型糖尿病患者细分组：一项关于德国急诊就诊前医疗卫生利用的观察性研究
Mirjam Rupprecht,Alessandro Campione,Yves Noel Wu et al.
Mirjam Rupprecht et al.
Background: Potentially avoidable hospital admissions (PAHs) due to type 2 diabetes mellitus (T2DM) occur more frequently in Germany than in the rest of Europe. Emergency departments (EDs) play an important role in unders...
CohortFinder: an open-source tool for data-driven partitioning of digital pathology and imaging cohorts to yield robust machine-learning models [0.03%]
群组查找器：一种数据驱动的数字病理和影像队列分区以生成稳健机器学习模型的开源工具
Fan Fan,Georgia Martinez,Thomas DeSilvio et al.
Fan Fan et al.
Batch effects (BEs) refer to systematic technical differences in data collection unrelated to biological variations whose noise is shown to negatively impact machine learning (ML) model generalizability. Here we release CohortFinder (http:/...
In-vivo data-driven parcellation of Heschl's gyrus using structural connectivity [0.03%]
基于结构连接的活体Heschl回路数据驱动划分方法研究
Hyebin Lee,Kyoungseob Byeon,Bo-Yong Park et al.
Hyebin Lee et al.
The human auditory cortex around Heschl's gyrus (HG) exhibits diverging patterns across individuals owing to the heterogeneity of its substructures. In this study, we investigated the subregions of the human auditory cortex using data-drive...
Data-driven parcellation and graph theory analyses to study adolescent mood and anxiety symptoms [0.03%]
数据驱动的分区和图论分析研究青少年情绪及焦虑症状
Benjamin A Ely,Qi Liu,Samuel J DeWitt et al.
Benjamin A Ely et al.
Adolescence is a period of rapid brain development when psychiatric symptoms often first emerge. Studying adolescents may therefore facilitate the identification of neural alterations early in the course of psychiatric conditions. Here, we ...
Data-Driven Parcellation Approaches Based on Functional Connectivity of Visual Cortices in Primary Open-Angle Glaucoma [0.03%]
基于视觉皮层功能连接的原发性开角型青光眼数据驱动分区方法
Hanyang Qu,Yi Wang,Tingqin Yan et al.
Hanyang Qu et al.
Purpose: Functional changes have been observed between diseased and healthy subjects, and functional brain atlases derived from healthy populations may fail to reflect functional characteristic of the diseased brain. Ther...
Data-driven segmentation of audiometric phenotypes across a large clinical cohort [0.03%]
基于大数据的临床受试者听力表型分类算法研究
Aravindakshan Parthasarathy,Sandra Romero Pinto,Rebecca M Lewis et al.
Aravindakshan Parthasarathy et al.
Pure tone audiograms are used to assess the degree and underlying source of hearing loss. Audiograms are typically categorized into a few canonical types, each thought to reflect distinct pathologies of the ear. Here, we analyzed 116,400 pa...
Assessing the validity of a data driven segmentation approach: A 4 year longitudinal study of healthcare utilization and mortality [0.03%]
基于数据的细分方法的有效性评估：一项为期四年的医疗卫生利用和死亡率纵向研究
Lian Leng Low,Shi Yan,Yu Heng Kwan et al.
Lian Leng Low et al.
Background: Segmentation of heterogeneous patient populations into parsimonious and relatively homogenous groups with similar healthcare needs can facilitate healthcare resource planning and development of effective integ...
Characterization of the temporo-parietal junction by combining data-driven parcellation, complementary connectivity analyses, and functional decoding [0.03%]
结合数据驱动分区、互补连接分析和功能解码对颞顶交界区的特征研究
Danilo Bzdok,Robert Langner,Leonhard Schilbach et al.
Danilo Bzdok et al.
The right temporo-parietal junction (RTPJ) is consistently implicated in two cognitive domains, attention and social cognitions. We conducted multi-modal connectivity-based parcellation to investigate potentially separate functional modules...
Ervig Lapalme,Jean-Marc Lina,Jérémie Mattout
Ervig Lapalme
In Amblard et al. [Amblard, C., Lapalme, E., Lina, J.M. 2004. Biomagnetic source detection by maximum entropy and graphical models. IEEE Trans. Biomed. Eng. 55 (3) 427--442], the authors introduced the maximum entropy on the mean (MEM) as a...