Xu Steven Xu

15 papers Misc 1Journal 14

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Discovery of mutations predictive of survival benefit from immunotherapy in first-line NSCLC: A retrospective machine learning study of IMpower150 liquid biopsy data. Comput. Biol. Medicine Min Yuan, Wei Feng, Haolun Ding, Yaning Yang, Xu Steven Xu
2025	Misc	`conf`	SuperPromptSeg: A Novel Fine-Tuning-Free Segmentation Method Leveraging Superpixel-Based Point Prompts. ICASSP Ziqiao Zhou, Min Cen, Yuzhe Zhang, Hong Zhang, Xu Steven Xu
2024	J	`jnl`	MESBC: A novel mutually exclusive spectral biclustering method for cancer subtyping. Comput. Biol. Chem. Fengrong Liu, Yaning Yang, Xu Steven Xu, Min Yuan
2023	J	`jnl`	A robust and lightweight deep attention multiple instance learning algorithm for predicting genetic alterations. Comput. Medical Imaging Graph. Bangwei Guo, Xingyu Li, Miaomiao Yang, Hong Zhang, Xu Steven Xu
2023	J	`jnl`	DPSeq: A Novel and Efficient Digital Pathology Classifier for Predicting Cancer Biomarkers using Sequencer Architecture. CoRR Min Cen, Xingyu Li, Bangwei Guo, Jitendra Jonnagaddala, Hong Zhang, Xu Steven Xu
2023	J	`jnl`	Time to Embrace Natural Language Processing (NLP)-based Digital Pathology: Benchmarking NLP- and Convolutional Neural Network-based Deep Learning Pipelines. CoRR Min Cen, Xingyu Li, Bangwei Guo, Jitendra Jonnagaddala, Hong Zhang, Xu Steven Xu
2022	J	`jnl`	A robust and lightweight deep attention multiple instance learning algorithm for predicting genetic alterations. CoRR Bangwei Guo, Xingyu Li, Miaomiao Yang, Hong Zhang, Xu Steven Xu
2022	J	`jnl`	Bias correction for multiple covariate analysis using empirical bayesian estimation in mixed-effects models for longitudinal data. Comput. Biol. Chem. Yi Li, Yaning Yang, Xu Steven Xu, Min Yuan, Alzheimer's Disease Neuroimaging Initiative
2022	J	`jnl`	Colorectal cancer survival prediction using deep distribution based multiple-instance learning. CoRR Xingyu Li, Jitendra Jonnagaddala, Min Cen, Hong Zhang, Xu Steven Xu
2022	J	`jnl`	Improving Feature Extraction from Histopathological Images Through A Fine-tuning ImageNet Model. CoRR Xingyu Li, Min Cen, Jinfeng Xu, Hong Zhang, Xu Steven Xu
2022	J	`jnl`	Optimize Deep Learning Models for Prediction of Gene Mutations Using Unsupervised Clustering. CoRR Zihan Chen, Xingyu Li, Miaomiao Yang, Hong Zhang, Xu Steven Xu
2022	J	`jnl`	Predicting microsatellite instability and key biomarkers in colorectal cancer from H&E-stained images: Achieving SOTA with Less Data using Swin Transformer. CoRR Bangwei Guo, Jitendra Jonnagaddala, Hong Zhang, Xu Steven Xu
2021	J	`jnl`	A Retrospective Analysis using Deep-Learning Models for Prediction of Survival Outcome and Benefit of Adjuvant Chemotherapy in Stage II/III Colorectal Cancer. CoRR Xingyu Li, Jitendra Jonnagaddala, Shuhua Yang, Hong Zhang, Xu Steven Xu
2021	J	`jnl`	SCEBE: an efficient and scalable algorithm for genome-wide association studies on longitudinal outcomes with mixed-effects modeling. Briefings Bioinform. Min Yuan, Xu Steven Xu, Yaning Yang, Yinsheng Zhou, Yi Li, Jinfeng Xu, Jose Pinheiro
2020	J	`jnl`	Adaptive weighted sum tests via LASSO method in multi-locus family-based association analysis. Comput. Biol. Chem. Rui Liu, Min Yuan, Huang Xu, Pinzhong Chen, Xu Steven Xu, Yaning Yang