• SummaryDTA drug-target binding affinity prediction

    Categories Other toolsTool Type: ApplicationTechnologies: Python3Download Count: 256
  • AnoCell An annotation tool for nuclei annotation transform

    Categories Other unclassified toolsTool Type: ToolkitTechnologies: Python3
  • HiCPlus2 Genome 3D reconstruction and data mining parallel tools

    Tool Type: ApplicationTechnologies: Python3Download Count: 835
  • MLGO2 Genome comparative analysis and phylogenetic tree construction parallelization tool

    Tool Type: ApplicationTechnologies: Python3
  • CNIT The CNIT sever accepts RNA transcript sequences as input, and outputs assessed protein-coding potential of the transcripts.

    Categories Transcriptome annotationTool Type: ApplicationTechnologies: Perl, Python3
  • DeepOmix A Multi-Omics Scalable and Interpretable Deep Learning Framework and Application in Cancer Survival Analysis

    Categories Multi-omic data integrationTool Type: ApplicationTechnologies: Python3
  • JingDu Genetic variation identification

    Categories SNP detectionTool Type: ApplicationTechnologies: Python3
  • 医学关系提取工具 医学关系提取工具

    Tool Type: ApplicationTechnologies: Python3Download Count: 76
  • scGEATools Tools for single-cell RNA sequence data analysis

    Tool Type: ApplicationTechnologies: Python3
  • CFCN A toolkit for cell detection in histopathology images.

    Categories Other toolsTool Type: ToolkitTechnologies: Python3
  • CovProfile Profiling Covid-19 RT-PCR data

    Categories SNP detection, Other toolsTool Type: ApplicationTechnologies: Python3Download Count: 3206
  • DrSim DrSim is a general learning-based framework that automatically infers similarity measurement, and can be used to characterize transcriptional profiles for drug discovery with generalized good performance.

    Categories Drug repositioningTool Type: ApplicationTechnologies: Python2, Python3Download Count: 1187
  • GAN-GMHI GAN-GMHI: A Deep Learning Approach for Predicting Phenotype from Gut Microbiome Data

    Categories Meta-analysisTool Type: ApplicationTechnologies: Python3Download Count: 281
  • TripletGO Gene Function Prediction

    Categories Gene predictionTool Type: Pipeline & ProtocolTechnologies: Python3Download Count: 922
  • mvPPT mvPPT (Pathogenicity Prediction Tool for missense variants), a highly sensitive and accurate missense variant classifier based on gradient boosting.

    Categories Variant effect predictionTool Type: ApplicationTechnologies: Python3Download Count: 709
  • GREPore-seq A Robust Workflow to Detect Changes after Gene Editing through Long-range PCR and Nanopore Sequencing

    Categories DemultiplexingTool Type: Pipeline & ProtocolTechnologies: Python3
  • ezQTL A Web Platform for Interactive Visualization and Colocalization of Quantitative Trait Loci and GWAS

    Categories QTL mappingTool Type: ApplicationTechnologies: BASH, Java, Python3, RDownload Count: 478
  • TSomVar a tumor-only somatic variant detection method

    Tool Type: ApplicationTechnologies: Perl, Python3Download Count: 156
  • MRDN Codes for MicroRNA-based Disease Network (MRDN) Analysis

    Tool Type: Pipeline & ProtocolTechnologies: Python3, RDownload Count: 3473
  • TransDFL A web server for identifying disordered flexible linkers in proteins

    Tool Type: FrameworkTechnologies: Python3Download Count: 1747
  • DeeReCT-TSS_release DeeReCT-TSS: A novel meta-learning-based method annotates TSS in multiple cell types based on DNA sequences and RNA-seq data

    Tool Type: ApplicationTechnologies: Python3Download Count: 820
  • TIST Transcriptome and Histopathological Image Integrative Analysis for Spatial Transcriptomics

    Tool Type: ApplicationTechnologies: R, Python3
  • DogVC A dog breed classification method with multi-CNNs and SVM

    Categories Image analysisTool Type: ApplicationTechnologies: GPU, Python3Download Count: 1725
  • NetBCE An Interpretable Deep Neural Network for Accurate Prediction of Linear B-Cell Epitopes

    Categories B-cell epitopesTool Type: FrameworkTechnologies: Python3Download Count: 1482
  • 二维冷冻电镜图像去噪软件 冷冻电子显微镜 (cryo-EM) 是一种广泛使用的超微结构测定技术,它通过一组 2D 显微照片构建蛋白质和大分子复合物的 3D 结构。然而,受电子束剂量的限制,冷冻电镜中的显微照片通常具有极低的信噪比 (SNR),这会影响下游分析的效率和有效性。特别是cryoEM中的噪声不是简单的加性或乘性噪声,其统计特性与自然图像中的噪声有很大不同,极大地束缚了传统去噪方法的性能。在这里,我们提出了 Noise-Transfer2Clean (NT2C),这是一种用于冷冻电镜的去噪深度神经网络 (DNN),用于增强图像对比度和恢复标本信号,其主要思想是通过正确学习冷冻电镜图像的噪声分布并将噪声的统计性质转移到降噪器中来提高去噪性能。特别是针对cryo-EM中复杂的噪声模型,我们设计了一种对比度引导的噪声和信号重加权算法,实现了干净噪声的数据合成和数据增强,使我们的方法真正实现了基于噪声真实属性的信号恢复。 我们的工作验证了基于直接从噪声补丁中挖掘复杂的冷冻电镜噪声模式的去噪的可行性。在模拟数据集和真实数据集上的综合实验结果表明,与常用方法相比,NT2C 在图像去噪方面取得了显着的进步,尤其是在背景噪声去除方面。此外,对真实数据集的案例研究表明,NT2C 可以极大地缓解 SNR 对粒子拾取造成的障碍,简化粒子的识别。

    Categories Structure refinementTool Type: ApplicationTechnologies: Python3Download Count: 1588