日期:
2020 年 — 2026 年
2020
2021
2022
2023
2024
2025
2026
影响因子:

Mapping the topography of spatial gene expression with interpretable deep learning

利用可解释的深度学习绘制空间基因表达的地形图

Chitra, Uthsav; Arnold, Brian J; Sarkar, Hirak; Sanno, Kohei; Ma, Cong; Lopez-Darwin, Sereno; Raphael, Benjamin J

Resolving discrepancies between chimeric and multiplicative measures of higher-order epistasis.

解决高阶上位性的嵌合度量和乘法度量之间的差异

Chitra Uthsav, Arnold Brian, Raphael Benjamin J

GASTON-Mix: a unified model of spatial gradients and domains using spatial mixture-of-experts

GASTON-Mix:一种利用空间混合专家方法构建的空间梯度和域统一模型

Chitra, Uthsav; Dan, Shu; Krienen, Fenna; Raphael, Benjamin J

Anomaly detection in spatial transcriptomics via spatially localized density comparison

通过空间局部密度比较进行空间转录组学异常检测

Hu, Gary; Gold, Julian; Chitra, Uthsav; Joshi, Sunay; Raphael, Benjamin J

A latent variable model for evaluating mutual exclusivity and co-occurrence between driver mutations in cancer

用于评估癌症驱动突变之间互斥性和共现性的潜在变量模型

Shuaibi, Ahmed; Chitra, Uthsav; Raphael, Benjamin J

A count-based model for delineating cell-cell interactions in spatial transcriptomics data

一种基于计数的模型,用于描绘空间转录组学数据中的细胞间相互作用

Sarkar, Hirak; Chitra, Uthsav; Gold, Julian; Raphael, Benjamin J

Mapping the topography of spatial gene expression with interpretable deep learning

利用可解释的深度学习绘制空间基因表达的地形图

Chitra, Uthsav; Arnold, Brian J; Sarkar, Hirak; Ma, Cong; Lopez-Darwin, Sereno; Sanno, Kohei; Raphael, Benjamin J

NetMix2: A Principled Network Propagation Algorithm for Identifying Altered Subnetworks

NetMix2:一种用于识别异常子网络的原理性网络传播算法

Chitra, Uthsav; Park, Tae Yoon; Raphael, Benjamin J

Belayer: Modeling discrete and continuous spatial variation in gene expression from spatially resolved transcriptomics

Belayer:基于空间分辨转录组学对基因表达的离散和连续空间变异进行建模

Ma, Cong; Chitra, Uthsav; Zhang, Shirley; Raphael, Benjamin J

NetMix: A Network-Structured Mixture Model for Reduced-Bias Estimation of Altered Subnetworks

NetMix:一种用于减少偏差估计改变子网络的网络结构混合模型

Reyna, Matthew A; Chitra, Uthsav; Elyanow, Rebecca; Raphael, Benjamin J