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zhang's Projects

nucls icon nucls

NuCLS: A scalable crowdsourcing, deep learning approach and dataset for nucleus classification, localization and segmentation

pathology_msr icon pathology_msr

Multi-scale super-resolution generation of low-resolution scanned pathological images

pattwelletal2020 icon pattwelletal2020

This repository contains R scripts used for our publication "A kinase-deficient NTRK2 splice variant predominates in glioma and amplifies several oncogenic signaling pathways"

pc-chip icon pc-chip

Pan-cancer computational histopathology reveals mutations, tumor composition and prognosis

pcadb icon pcadb

PCaDB - a comprehensive and interactive database for transcriptomes from prostate cancer population cohorts

pycoral icon pycoral

Python API for ML inferencing and transfer-learning on Coral devices

qupath icon qupath

QuPath - Bioimage analysis & digital pathology

rascal icon rascal

R package and Shiny app providing functions for scaling relative copy number to absolute values for shallow whole genome sequencing of cancer samples.

rcc_pathology icon rcc_pathology

Development of a Histopathology Informatics Pipeline for Classification and Prediction of Clinical Outcome in Subtypes of Renal Cell Carcinoma. Clinical Cancer Research. 2021 Mar 15. doi: 10.1158/1078-0432.CCR-20-4119. Online ahead of print.

scaling_law icon scaling_law

Scripts needed to reproduce Baeza-Centurion et al. 2019

shinyproxy icon shinyproxy

ShinyProxy - Open Source Enterprise Deployment for Shiny

shinysky icon shinysky

Various UI widgets/components not part of Shiny e.g. alerts, styled buttons

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