University of California-Los Angeles · Mathematics & StatisticsAdvanced Healthcare Analytics Lab
Jin Zhou · Los Angeles, California
Research Focus
Dr. Jin Zhou's lab focuses on developing advanced statistical methods and computational tools to analyze large healthcare datasets, including electronic medical records and biobanks. The lab's research aims to improve understanding of disease progression and the associated risk factors, particularly in the context of personalized medicine. By leveraging big data, the lab is dedicated to enhancing disease management and facilitating early diagnosis.
big databiostatisticsdisease progressionpersonalized medicinemachine learningdata analysiscomputational algorithmshealthcare analyticsrisk factorsbiobank
Research Aims
5AIM 01Develop novel statistical methods for analyzing healthcare datasets.
AIM 02Create computational algorithms to quantify disease progression.
AIM 03Implement user-friendly software for researchers to study health trajectories.
AIM 04Optimize methodologies for personalized disease management.
AIM 05Facilitate the early detection of diseases using complex data analysis.
Skills the Lab Values
statistical modelingmachine learning techniquesdata visualizationR programmingPythonstatistical algorithmselectronic health record analysissoftware developmentbiostatistical softwaredata preprocessing
Output against the department
Publications464top 18% of dept.23rd of 131
this lab
most publishedleast published
Citations929bottom 5% of dept.124th of 131
this lab
most citedleast cited
Career totals from OpenAlex, compared against labs that share a department. A department spans everything from one paper to tens of thousands, so bar heights are on a log scale — otherwise the largest lab would flatten every other bar to a line.