MRI-based Alzheimer's disease classification using Vision Transformer and time-series transformer: A step-by-step guide [0.03%]
基于医学图像的阿尔茨海默病分类：使用Vision Transformer和时间序列Transformer的逐步指南
Sait Alp,Sara Akan,Taymaz Akan et al.
Sait Alp et al.
This study introduces a reproducible pipeline for classifying Alzheimer's Disease from structural brain MRI utilizing a joint transformer architecture that integrates Vision Transformer and Time-Series Transformer models. The proposed frame...
qlty: handling large tensors in scientific imaging deep-learning workflows [0.03%]
质量：在科学影像深度学习工作流中处理大张量
Petrus H Zwart
Petrus H Zwart
In scientific imaging, deep learning has become a pivotal tool for image analytics. However, handling large volumetric datasets, which often exceed the memory capacity of standard GPUs, require special attention when subjected to deep learn...
Python/NEURON code for simulating biophysically realistic thalamocortical dynamics during sleep [0.03%]
用于模拟睡眠期间生物物理现实的丘脑皮层动力学的Python / NEURON代码
Christian G Fink,Pavel Sanda,Logan Bayer et al.
Christian G Fink et al.
Understanding the function of sleep and its associated neural rhythms is an important goal in neuroscience. While many theoretical models of neural dynamics during sleep exist, few include the effects of neuromodulators on sleep oscillation...
acc: An R package to process, visualize, and analyze accelerometer data [0.03%]
ACC：一个处理、可视化和分析加速器数据的R软件包
Jaejoon Song,Michael D Swartz,Karen Basen-Engquist
Jaejoon Song
Wearable activity monitors are now widely used in behavioral and epidemiological studies to measure physical activity in free-living conditions. Despite the widespread use in research, the development of software to explore the data collect...
naplib-python: Neural acoustic data processing and analysis tools in python [0.03%]
基于Python的神经声学数据处理和分析工具
Gavin Mischler,Vinay Raghavan,Menoua Keshishian et al.
Gavin Mischler et al.
Recently, the computational neuroscience community has pushed for more transparent and reproducible methods across the field. In the interest of unifying the domain of auditory neuroscience, naplib-python provides an intuitive and general d...
Skylar E Stolte,Kyle Volle,Aprinda Indahlastari et al.
Skylar E Stolte et al.
Deep learning has achieved the state-of-the-art performance across medical imaging tasks; however, model calibration is often not considered. Uncalibrated models are potentially dangerous in high-risk applications since the user does not kn...
hiscovid for visualizing and identifying when policymakers made mistakes against COVID-19 [0.03%]
hisCovid 用于可视化和识别政策制定者在应对COVID-19时出现错误的时机
Yoshiyasu Takefuji
Yoshiyasu Takefuji
There are two types of policy outcome analysis tools: snapshot tool and time-series tool. hiscovid is a time-series policy outcome scoring tool of COVID-19 policies by country where the daily cumulative population mortality is used for scor...
scorecovid for scoring individual country COVID-19 policies in the world [0.03%]
ScoreCOVID 用于评分全球各国的COVID-19政策
Yoshiyasu Takefuji
Yoshiyasu Takefuji
There are two types of policy analysis tools: snapshot tool and time-series tool. scorecovid is a snapshot tool to score individual COVID-19 policies in the world and sort a list of scores. The population mortality rate is used for evaluati...
CellSpatialGraph: Integrate hierarchical phenotyping and graph modeling to characterize spatial architecture in tumor microenvironment on digital pathology [0.03%]
细胞空间图谱：集成层次表型和图形建模以表征肿瘤微环境中组织病理图像的的空间结构特征
Pingjun Chen,Muhammad Aminu,Siba El Hussein et al.
Pingjun Chen et al.
We present CellSpatialGraph, an integrated clustering and graph-based framework, to investigate the cellular spatial structure. Due to the lack of a clear understanding of the cell subtypes in the tumor microenvironment, unsupervised learni...
Arthur A Brum,Gerson C Duarte-Filho,Raydonal Ospina et al.
Arthur A Brum et al.
The COVID-19 pandemic has proven the importance of mathematical tools to understand the evolution of epidemic outbreaks and provide reliable information to the general public and health authorities. In this perspective, we have developed Mo...