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Xiang Zhou's Projects

bulk2space icon bulk2space

a spatial deconvolution method based on deep learning frameworks, which converts bulk transcriptomes into spatially resolved single-cell expression profiles

cellmixs icon cellmixs

A cellspecific mixing score to evaluate group-/batch-specific bias in scRNA seq datasets

cnn_graph icon cnn_graph

Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering

multimodalautoencoder icon multimodalautoencoder

Code supporting the paper "Multimodal Autoencoder: A Deep Learning Approach to Filling In Missing Sensor Data and Enabling Better Mood Prediction"

past icon past

PAST: a Prior-based self-Attention method for Spatial Transcriptomics

pycox icon pycox

Survival analysis with PyTorch

stagate icon stagate

Adaptive Graph Attention Auto-encoder for Spatial Domain Identification of Spatial Transcriptomics

staligner icon staligner

STAligner is a tool for alignment and integration of spatially resolved transcriptomics data.

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