Hao-Chih Lee

Publication Activity (10 Years)

Years Active: 2012-2022
Publications (10 Years): 12

Top Topics

Component Analysis

Dimension Reduction

Association Studies

Entropy Minimization

Top Venues

Publications

Zelong Liu, Arnold Yang, Steven Liu, Louisa Deyer, Timothy Deyer, Hao-Chih Lee, Yang Yang, Justine Lee, Zahi A. Fayad, Brett Hayden, Valentin Fauveau, Mingqian Huang, XueYan Mei
Automated measurements of leg length on radiographs by deep learning. BIBE (2022)
Hao-Chih Lee, Osamu Ichikawa, Benjamin S. Glicksberg, Aparna A. Divaraniya, Christine E. Becker, Pankaj Agarwal, Joel T. Dudley
Identification of therapeutic targets from genetic association studies using hierarchical component analysis. BioData Min. 13 (1) (2020)
Hao-Chih Lee, Matteo Danieletto, Riccardo Miotto, Sarah T. Cherng, Joel T. Dudley
Scaling Structural Learning with NO-BEARS to Infer Causal Transcriptome Networks. PSB (2020)
Isotta Landi, Benjamin S. Glicksberg, Hao-Chih Lee, Sarah T. Cherng, Giulia Landi, Matteo Danieletto, Joel T. Dudley, Cesare Furlanello, Riccardo Miotto
Deep representation learning of electronic health records to unlock patient stratification at scale. npj Digit. Medicine 3 (2020)
Isotta Landi, Benjamin S. Glicksberg, Hao-Chih Lee, Sarah T. Cherng, Giulia Landi, Matteo Danieletto, Joel T. Dudley, Cesare Furlanello, Riccardo Miotto
Deep Representation Learning of Electronic Health Records to Unlock Patient Stratification at Scale. CoRR (2020)
Hao-Chih Lee, Matteo Danieletto, Riccardo Miotto, Sarah T. Cherng, Joel T. Dudley
Scaling structural learning with NO-BEARS to infer causal transcriptome networks. CoRR (2019)
Hao-Chih Lee, Sarah T. Cherng, Riccardo Miotto, Joel T. Dudley
Enhancing high-content imaging for studying microtubule networks at large-scale. CoRR (2019)
Hao-Chih Lee, Sarah T. Cherng, Riccardo Miotto, Joel T. Dudley
Enhancing high-content imaging for studying microtubule networks at large-scale. MLHC (2019)
Rachel Hodos, Ping Zhang, Hao-Chih Lee, Qiaonan Duan, Zichen Wang, Neil R. Clark, Avi Ma'ayan, Fei Wang, Brian A. Kidd, Jianying Hu, David A. Sontag, Joel Dudley
Cell-specific prediction and application of drug-induced gene expression . PSB (2018)
Hao-Chih Lee, Roman Kosoy, Christine E. Becker, Joel T. Dudley, Brian A. Kidd
Automated cell type discovery and classification through knowledge transfer. Bioinform. 33 (11) (2017)
Hao-Chih Lee, Tao Liao, Yongjie Jessica Zhang, Ge Yang
Shape component analysis: structure-preserving dimension reduction on biological shape spaces. Bioinform. 32 (5) (2016)
Hao-Chih Lee, Ge Yang
An image-based computational method for characterizing whole-cell scale spatiotemporal dynamics of intracellular transport. ISBI (2015)
Jianquan Xu, Yiyi Yu, Hao-Chih Lee, Qirui Fan, Jessica Winter, Ge Yang
Cell penetrating peptide mediated quantum dot delivery and release in live mammalian cells. EMBC (2014)
Hao-Chih Lee, Ge Yang
Computational removal ofbackground fluorescence for biological fluorescence microscopy. ISBI (2014)
Hao-Chih Lee, Ge Yang
Integrating dimension reduction with mean-shift clustering for biological shape classification. ISBI (2014)
Minhua Qiu, Hao-Chih Lee, Ge Yang
Nanometer resolution tracking and modeling of bidirectional axonal cargo transport. ISBI (2012)
Kuan-Chieh Jackie Chen, Yiyi Yu, Ruiqin Li, Hao-Chih Lee, Ge Yang, Jelena Kovacevic
Adaptive active-mask image segmentation for quantitative characterization of mitochondrial morphology. ICIP (2012)