Zhuoran Xu
Cornell University
H-index: 10
North America-United States
Top articles of Zhuoran Xu
Semi-Supervised, Attention-Based Deep Learning for Predicting TMPRSS2: ERG Fusion Status in Prostate Cancer Using Whole Slide Images
Molecular Cancer Research
2024/2/14
Single-Cell Omics for Transcriptome CHaracterization (SCOTCH): isoform-level characterization of gene expression through long-read single-cell RNA sequencing
bioRxiv
2024
PhenoSV: interpretable phenotype-aware model for the prioritization of genes affected by structural variants
Nature Communications
2023/11/28
MultiNEP: a multi-omics network enhancement framework for prioritizing disease genes and metabolites simultaneously
Bioinformatics
2023/6/1
Detection of ERG: TMPRSS2 gene fusion in prostate cancer from histopathology slides using attention-based deep learning
Cancer Research
2023/4/4
Machine learning can aid in prediction of IDH mutation from H&E-stained histology slides in infiltrating gliomas
Scientific Reports
2022/12/31
Using Attention-based Deep Learning to Predict ERG: TMPRSS2 Fusion Status in Prostate Cancer from Whole Slide Images
bioRxiv
2022/11/20
Multi-omics biomarkers aid prostate cancer prognostication
bioRxiv
2022/9/22
A multi-omics signature for patients’ risk classification in prostate cancer
Cancer Research
2022/6/15
Using attention-based deep multiple instance learning to identify key genetic alterations in prostate cancer from whole slide images
Cancer Research
2022/6/15
Deep learning predicts chromosomal instability from histopathology images
iScience
2021/5/21
Data from: Automatic segmentation of multiple cardiovascular structures from cardiac computed tomography angiography images using deep learning
2021/5/19
Comparing a novel machine learning method to the Friedewald formula and Martin-Hopkins equation for low-density lipoprotein estimation
PLoS One
2020/9/30
Using histopathology images to predict chromosomal instability in breast cancer: a deep learning approach
medRxiv
2020/1/1
Utilizing electronic health data and machine learning for the prediction of 30-day unplanned readmission or all-cause mortality in heart failure
Cardiovascular Digital Health Journal
2020/9/1
Extraction of radiographic findings from unstructured thoracoabdominal computed tomography reports using convolutional neural network based natural language processing
PLoS One
2020/7/30
Machine learning insight into the role of imaging and clinical variables for the prediction of obstructive coronary artery disease and revascularization: An exploratory …
PLoS One
2020/6/25
Automatic segmentation of multiple cardiovascular structures from cardiac computed tomography angiography images using deep learning
PloS one
2020/5/6
Identification and quantification of cardiovascular structures from CCTA: an end-to-end, rapid, pixel-wise, deep-learning method
Cardiovascular Imaging
2020/5/1
Automatic segmentation of cardiovascular structures imaged on cardiac computed tomography angiography using deep learning
Journal of the American College of Cardiology
2020/3/24
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