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Research Area: Image Analysis

Huaxiu Yao, PhD

March 6, 2025

Huaxiu Yao, PhD

Assistant Professor of Computer Science & School of Data Science and Society

Resource Faculty
Phone: N/A | Office: 254 Sitterson Hall
Email: huaxiu@cs.unc.edu | Website: https://www.huaxiuyao.io/aiming-lab

Research Areas: Bioinformatics, Computational Genomics, Computational Systems Biology, Image Analysis
Research Interests: My research focuses on building generalizable and well-aligned foundation models (e.g., LLMs, VLMs) with applications in healthcare and medicine.

Daiwei (David) Zhang

October 21, 2024

Daiwei (David) Zhang, PhD

Assistant Professor of Biostatistics and Genetics

Core Faculty
Phone: (919) 966-7281 | Office: 3107E McGavran-Greenberg Hall
Email: daiwei_zhang@med.unc.edu | Website: https://sph.unc.edu/adv_profile/david-zhang/

Research Areas: Image Analysis, Computational Genomics, Statistical and Population Genetics, Bioinformatics
Research Interests: My research focuses on developing novel artificial intelligence / machine learning frameworks to advance critical biomedical and health care domains, including spatial omics, computational pathology, medical imaging and text analysis.

Pew-Thian Yap, PhD

August 20, 2024

Pew-Thian Yap, PhD

Professor of Radiology

Core Faculty
Phone: (919) 843-8712 | Office: 3117 Bioinformatics Building
Email: ptyap@med.unc.edu | Website: https://www.yaplab.io/

Research Areas: Image Analysis, Bioinformatics, Computational Biophysics, Computational Systems Biology
Research Interests: Image acquisition, reconstruction, quality control, harmonization, processing, and analysis with application to neuroscience.

Yinglong Miao

August 16, 2023

Yinglong Miao, PhD

Associate Professor of Pharmacology and Computational Medicine

Core Faculty
Phone: 919-962-5696 | Office: 11004C Mary Ellen Jones Building
Email: yinglong_miao@med.unc.edu | Website: http://miaolab.org/

Research Areas: Bioinformatics, Computational Biophysics, Image Analysis
Research Interests: Dr. Miao develops novel theoretical and computational methods and Deep Learning techniques, which speed up molecular simulations by orders of magnitude, and applies these methods for unprecedented simulations of biomolecular dynamics and cellular signaling events. In collaboration with leading experimentalists, the Miao Lab combines complementary simulations and experiments to uncover functional mechanisms and design drugs of important biomolecules, including G-protein-coupled receptors (GPCRs), membrane-embedded proteases, RNA-binding proteins and RNA.

Wesley R Legant, PhD

September 18, 2018

Wesley R Legant, PhD

Joint Assistant Professor of Biomedical Engineering and Pharmacology

Resource Faculty
Phone: (919) 966-4816 | Office: 4047 Genetic Medicine Building
Email: legantw@email.unc.edu | Website: https://www.med.unc.edu/pharm/people/primaryfaculty/wesley-r-legant/wesley-r-legant

Research Areas: Computational Biophysics, Image Analysis
Research Interests: Microscopy, 3D image analysis, biomaterials, cell migration, cancer metastasis, tissue engineering

Mark Zylka, PhD

July 8, 2015

Mark Zylka, PhD

Professor of UNC Neuroscience Center, Dept. of Cell Biology & Physiology

Resource Faculty
Phone: 919-966-2540 | Office: 5109 D Neuroscience Research Building
Email: zylka@med.unc.edu | Website: https://www.med.unc.edu/cellbiophysio/faculty/zylka

Research Areas: Bioinformatics, Computational Genomics, Computational Systems Biology, Image Analysis
Research Interests: Use of genome-wide approaches to study transcriptional regulators linked to autism; Use of RNA-seq and targeted sequencing to identify chemical risk factors for brain disorders (autism, brain aging, neurodegeneration, ADHD); Transcriptional mechanisms associated with long genes

Amy Shaub Maddox, PhD

July 8, 2015

Amy Shaub Maddox, PhD

Professor of Biology

Resource Faculty
Phone: 919-843-3228 | Office: 407 Fordham Hall
Email: asm@unc.edu | Website: http://asmlab.web.unc.edu

Research Areas: Computational Biophysics, Image Analysis
Research Interests: Molecular and mechanical mechanisms of cell shape changes in cell division and development

Kerry Bloom, PhD

July 8, 2015

Kerry Bloom, PhD

Distinguished Professor of Biology

Resource Faculty
Phone: 919-962-1182 | Office: 623 Fordham Hall
Email: Kerry_bloom@unc.edu | Website: http://labs.bio.unc.edu/Bloom/

Research Areas: Computational Biophysics, Image Analysis
Research Interests: Chromosome dynamics in living cells

Steve Marron, PhD

June 25, 2015

Steve Marron, PhD

Amos Hawley Distinguished Professor of Statistics & Operations Research

Core Faculty
Phone: 919-962-2188 | Office: 352 Hanes Hall
Email: marron@unc.edu | Website: http://marron.web.unc.edu

Research Areas: Bioinformatics, Computational Genomics, Image Analysis
Research Interests: Statistical research on high dimensional, functional, and object oriented data analysis, and data visualization.

Yufeng Liu, PhD

June 25, 2015

Yufeng Liu, PhD

Professor of Statistics & Operations Research, Biostatistics, and Genetics

Resource Faculty
Phone: 919-962-4475 | Office: 4250 Genome Science Building
Email: yfliu@email.unc.edu | Website: http://www.unc.edu/~yfliu

Research Areas: Bioinformatics, Image Analysis, Statistical and Populational Genetics
Research Interests: Statistical Machine Learning and Data Mining; High-dimensional Data Analysis; Nonparametric Statistics and Functional Estimation; Bioinformatics; Cancer Genomics; Medical Imaging Data Analysis