Xu Steven Xu

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 13

Top Topics

Colorectal Cancer

Natural Language

Bayesian Estimation

Top Venues

Comput. Biol. Chem.

Briefings Bioinform.

Comput. Medical Imaging Graph.

Publications

Fengrong Liu, Yaning Yang, Xu Steven Xu, Min Yuan
MESBC: A novel mutually exclusive spectral biclustering method for cancer subtyping. Comput. Biol. Chem. 109 (2024)
Min Cen, Xingyu Li, Bangwei Guo, Jitendra Jonnagaddala, Hong Zhang, Xu Steven Xu
Time to Embrace Natural Language Processing (NLP)-based Digital Pathology: Benchmarking NLP- and Convolutional Neural Network-based Deep Learning Pipelines. CoRR (2023)
Min Cen, Xingyu Li, Bangwei Guo, Jitendra Jonnagaddala, Hong Zhang, Xu Steven Xu
DPSeq: A Novel and Efficient Digital Pathology Classifier for Predicting Cancer Biomarkers using Sequencer Architecture. CoRR (2023)
Bangwei Guo, Xingyu Li, Miaomiao Yang, Hong Zhang, Xu Steven Xu
A robust and lightweight deep attention multiple instance learning algorithm for predicting genetic alterations. Comput. Medical Imaging Graph. 105 (2023)
Yi Li, Yaning Yang, Xu Steven Xu, Min Yuan, Alzheimer's Disease Neuroimaging Initiative
Bias correction for multiple covariate analysis using empirical bayesian estimation in mixed-effects models for longitudinal data. Comput. Biol. Chem. 99 (2022)
Bangwei Guo, Xingyu Li, Miaomiao Yang, Hong Zhang, Xu Steven Xu
A robust and lightweight deep attention multiple instance learning algorithm for predicting genetic alterations. CoRR (2022)
Bangwei Guo, Jitendra Jonnagaddala, Hong Zhang, Xu Steven Xu
Predicting microsatellite instability and key biomarkers in colorectal cancer from H&E-stained images: Achieving SOTA with Less Data using Swin Transformer. CoRR (2022)
Xingyu Li, Jitendra Jonnagaddala, Min Cen, Hong Zhang, Xu Steven Xu
Colorectal cancer survival prediction using deep distribution based multiple-instance learning. CoRR (2022)
Xingyu Li, Min Cen, Jinfeng Xu, Hong Zhang, Xu Steven Xu
Improving Feature Extraction from Histopathological Images Through A Fine-tuning ImageNet Model. CoRR (2022)
Zihan Chen, Xingyu Li, Miaomiao Yang, Hong Zhang, Xu Steven Xu
Optimize Deep Learning Models for Prediction of Gene Mutations Using Unsupervised Clustering. CoRR (2022)
Xingyu Li, Jitendra Jonnagaddala, Shuhua Yang, Hong Zhang, Xu Steven Xu
A Retrospective Analysis using Deep-Learning Models for Prediction of Survival Outcome and Benefit of Adjuvant Chemotherapy in Stage II/III Colorectal Cancer. CoRR (2021)
Min Yuan, Xu Steven Xu, Yaning Yang, Yinsheng Zhou, Yi Li, Jinfeng Xu, Jose Pinheiro
SCEBE: an efficient and scalable algorithm for genome-wide association studies on longitudinal outcomes with mixed-effects modeling. Briefings Bioinform. 22 (3) (2021)
Rui Liu, Min Yuan, Huang Xu, Pinzhong Chen, Xu Steven Xu, Yaning Yang
Adaptive weighted sum tests via LASSO method in multi-locus family-based association analysis. Comput. Biol. Chem. 88 (2020)