Yifeng Tao

According to our database, Yifeng Tao authored at least 14 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Genome-Driven Personalized Medicine of Cancer via Machine Learning and Phylogenetic Models

Yifeng Tao

PhD thesis, 2023

2022

A GRU and AKF-Based Hybrid Algorithm for Improving INS/GNSS Navigation Accuracy during GNSS Outage.

Yanan Tang, Jinguang Jiang, Jianghua Liu, Peihui Yan, Yifeng Tao, Jingnan Liu

Remote. Sens., 2022

Semi-deconvolution of bulk and single-cell RNA-seq data with application to metastatic progression in breast cancer.

Haoyun Lei, Xiaoyan A. Guo, Yifeng Tao, Kai Ding, Xuecong Fu, Steffi Oesterreich, Adrian V. Lee, Russell Schwartz

Bioinform., 2022

Reconstructing tumor clonal lineage trees incorporating single-nucleotide variants, copy number alterations and structural variations.

Xuecong Fu, Haoyun Lei, Yifeng Tao, Russell Schwartz

Bioinform., 2022

2021

Assessing the contribution of tumor mutational phenotypes to cancer progression risk.

Yifeng Tao, Ashok Rajaraman, Xiaoyue Cui, Ziyi Cui, Haoran Chen, Yuanqi Zhao, Jesse Eaton, Hannah Kim, Jian Ma, Russell Schwartz

PLoS Comput. Biol., 2021

Joint Clustering of Single-Cell Sequencing and Fluorescence In Situ Hybridization Data for Reconstructing Clonal Heterogeneity in Cancers.

Xuecong Fu, Haoyun Lei, Yifeng Tao, Kerstin Heselmeyer-Haddad, Irianna Torres, Michael Dean, Thomas Ried, Russell Schwartz

J. Comput. Biol., 2021

Tumor heterogeneity assessed by sequencing and fluorescence in situ hybridization (FISH) data.

Haoyun Lei, E. Michael Gertz, Alejandro A. Schäffer, Xuecong Fu, Yifeng Tao, Kerstin Heselmeyer-Haddad, Irianna Torres, Guibo Li, Liqin Xu, Yong Hou, Kui Wu, Xulian Shi, Michael Dean, Thomas Ried, Russell Schwartz

Bioinform., 2021

2020

A LSTM Algorithm Estimating Pseudo Measurements for Aiding INS during GNSS Signal Outages.

Wei Fang, Jinguang Jiang, Shuangqiu Lu, Yilin Gong, Yifeng Tao, Yanan Tang, Peihui Yan, Haiyong Luo, Jingnan Liu

Remote. Sens., 2020

Robust and accurate deconvolution of tumor populations uncovers evolutionary mechanisms of breast cancer metastasis.

Yifeng Tao, Haoyun Lei, Xuecong Fu, Adrian V. Lee, Jian Ma, Russell Schwartz

Bioinform., 2020

From Genome to Phenome: Predicting Multiple Cancer Phenotypes Based on Somatic GenomicAlterations via the Genomic Impact Transformer.

Yifeng Tao, Chunhui Cai, William W. Cohen, Xinghua Lu

Proceedings of the Pacific Symposium on Biocomputing 2020, 2020

Predicting Drug Sensitivity of Cancer Cell Lines via Collaborative Filtering with Contextual Attention.

Yifeng Tao, Shuangxia Ren, Michael Q. Ding, Russell Schwartz, Xinghua Lu

Proceedings of the Machine Learning for Healthcare Conference, 2020

2019

Automatic Human-like Mining and Constructing Reliable Genetic Association Database with Deep Reinforcement Learning.

Haohan Wang, Xiang Liu, Yifeng Tao, Wenting Ye, Qiao Jin, William W. Cohen, Eric P. Xing

Proceedings of the Biocomputing 2019: Proceedings of the Pacific Symposium, 2019

Phylogenies Derived from Matched Transcriptome Reveal the Evolution of Cell Populations and Temporal Order of Perturbed Pathways in Breast Cancer Brain Metastases.

Yifeng Tao, Haoyun Lei, Adrian V. Lee, Jian Ma, Russell Schwartz

Proceedings of the Mathematical and Computational Oncology - First International Symposium, 2019

2018

Effective Feature Representation for Clinical Text Concept Extraction.

Yifeng Tao, Bruno Godefroy, Guillaume Genthial, Christopher Potts

CoRR, 2018