JCVI: About / Bios / Max Qian
 
 
Section Banner

About

Biographies

Yu “Max” Qian, Ph.D.
Assistant Professor

Research Interests and Accomplishments

Dr. Yu “Max” Qian is an assistant professor at the J. Craig Venter Institute (JCVI). He specializes in flow cytometry (FCM) informatics. He was the primary algorithm designer and one of the leading developers of the FCM component of ImmPort, the NIAID/DAIT-funded immunology database and analysis portal. As an informatics researcher, he leads and/or co-develops a suite of standards, models, algorithms, and software systems for computational FCM data analysis, including FLOCK, FCSTrans, FuGEFlow, MIFlowCyt, and GenePattern FCM suite. These systems have been used by informatics researchers and immunologists to improve the management of experiment metadata, explore cellular phenotypic profiles, identify novel cell subsets, and quantify immune responses to clinical treatments.

Dr. Qian has been trained in diversified fields of informatics. He received his Ph.D. degree in Computer Science from the University of Texas at Dallas in 2006, and an M.E. and a B.S. degree in Computer Science from Nanjing University, in 2001 and 1998, respectively. After Ph.D. graduation, he joined the University of Texas Southwestern Medical Center at Dallas (UT Southwestern) as a postdoctoral senior research associate, where he was trained on immunology informatics, bioinformatics, and clinical informatics. He was appointed as an assistant professor of Department of Clinical Sciences and Department of Pathology of UT Southwestern in 2010. Before joining JCVI in 2013, he was leading the natural language processing project at Parkland Center for Clinical Innovation (PCCI), Parkland Health and Hospital System at Dallas on real-time disease identification for re-admission reduction. At JCVI, one of his ongoing projects is developing advanced analytical cyber-infrastructures to support integrative management of heterogeneous data and parallel running of analytical workflows through active collaborations with Texas Advanced Computing Center (TACC) and San Diego Supercomputer Center (SDSC). Besides research activities, he had taught classes on applied bioinformatics and DNA microarray data analysis.

Select Publications

Spidlen J, Barsky A, et al.
GenePattern Flow Cytometry Suite.

Source Code for Biology and Medicine. 2013 Sep 01; 8: 14.[more]

Nguyen QV, Qian Y, et al.
TabuVis: A tool for visual analytics multidimensional datasets

2013 May 01; 56: 1-12.[more]

Aghaeepour N, Finak G, et al.
Critical Assessment of Automated Flow Cytometry Data Analysis Techniques.

Nature Methods. 2013 Mar 01; 10: 228-38.[more]

Kaminski DA, Wei C, et al.
Advances in Human B Cell Phenotypic Profiling.

Frontiers in Immunology. 2012 Oct 01; 3: 302.[more]

Qian Y, Liu Y, et al.
FCSTrans: An open source software system for FCS file conversion and data transformation.

Cytometry. Part A : the journal of the International Society for Analytical Cytology. 2012 May 01; 81: 353-6.[more]

Kong YM, Dahlke C, et al.
Toward an Ontology-based Framework for Clinical Research Databases.

Journal of biomedical informatics. 2011 Feb 01; 44: 48-58.[more]

Qian Y, Wei C, et al.
Elucidation of Seventeen Human Peripheral Blood B-cell Subsets and Quantification of the Tetanus Response Using a Density-based Method for the Automated Identification of Cell Populations in Multidimensional Flow Cytometry Data.

Cytometry. Part B, Clinical Cytometry. 2010 Oct 01; 78: S69-82.[more]

Qian Y, Tchuvatkina O, et al.
FuGEFlow: Data Model and Markup Language for Flow Cytometry.

BMC Bioinformatics. 2009 Oct 01; 10: 184.[more]

Lee JA, Spidlen J, et al.
MIFlowCyt: the Minimum Information About a Flow Cytometry Experiment.

Cytometry. Part A : the Journal of the International Society for Analytical Cytology. 2008 Oct 01; 73: 926-30.[more]

Qian Y, Qiu F, et al.
Visualization-informed noise elimination and its application in processing high-spatial-resolution remote sensing imagery

2008 Jan 01; 34: 35-52.[more]

 
 
About  >  Max Qian