41 People Results for the Tag: Machine Learning
Dezhe Jin
Associate Professor of Physics
Computational models of neural basis of motor control and learning; theoretical analysis of biological neural networks.
Qunhua Li
Associate Chair, Intercollege Graduate Degree Program in Bioinformatics and Genomics; Associate Professor of Statistics
Developing statistical and computational methods for analyzing complex omics data and improving quality and reproducibility of high-throughout data
Anton Nekrutenko
Professor of Biochemistry and Molecular Biology
Evolution of overlapping reading frames in eukaryotic genomes.
Justin Pritchard
Huck Early Career Entrepreneurial Professorship; Associate Professor of Biomedical Engineering;
Using systems and synthetic biology approaches to understand and control drug resistance.
Ephraim M. Hanks
Associate Professor of Statistics
Spatio-Temporal Statistics. Bayesian Hierarchical Modeling. Optimal Sampling. Animal Movement. Landscape Genetics.
Center for Infectious Disease Dynamics
Howard Salis
Associate Professor of Chemical Engineering; Associate Professor of Agricultural and Biological Engineering
Engineering microorganisms for applications in synthetic biology and metabolic engineering.
Scott Gartner
Director, Penn State School of International Affairs; Professor of International Affairs
Vasant Honavar
Huck Chair in Biomedical Data Sciences and AI; Professor and Edward Frymoyer Chair of Information Sciences and Technology
Statistical machine learning algorithms for predictive modeling; modeling and inference of biological networks; characterization and prediction of protein-protein, protein-RNA, and protein-DNA interactions.
Richard Legro
Interim Chair, Professor and Vice Chair for Research, Department of Obstetrics and Gynecology; Professor, Department of Public Health Sciences
James Wang
Professor of Information Science and Technology
Modeling
of objects, concepts, aesthetics, and emotions in big visual data from various
domains.
Kumble Sandeep Prabhu
Professor of Immunology and Molecular Toxicology
Molecular mechanisms by which bioactives such as selenium, omega-3 fatty acids, and other products of natural origin alter the host response and immune function in inflammation and cancer
David Miller
Professor of Wildlife Population Ecology
Population ecology, quantitative ecology, avian and amphibian ecology, conservation decision analysis, life-history evolution.
Orfeu Buxton
Elizabeth Fenton Susman Professor of Biobehavioral Health
The causes of chronic sleep deficiency in the workplace, home, and society; the health consequences of chronic sleep deficiency, especially cardiometabolic outcomes, and the physiologic and social mechanisms by which these outcomes arise. Successful aging is a central focus of this work. Ongoing interdisciplinary human studies involve sleep loss, aging, and insomnia, as well as health disparities.
Edward O’Brien
Professor of Chemistry
Developing and applying Physical Bioinformatic techniques to measure rates of translation transcriptome-wide and their molecular origins as relates to fundamental biology and disease.
Imhoi Koo
Research Assistant Professor
Develop pipeline and algorithms
of metabolomics data processing.
Yin-Ting (Tim) Yeh
Assistant Research Professor of Physics - Terrones Lab
Multidisciplinary study focused on developing point-of-care technologies for rapid detection of infectious diseases.
Center for Infectious Disease Dynamics
Yasser El-Manzalawy
Assistant Research Professor of Information Sciences and Technology
Yifei Huang
Assistant Professor of Biology
Developing novel bioinformatic methods and using them to address fundamental questions in evolutionary genomics and medical genomics.
Emily Davenport
Assistant Professor of Biology
Understanding the complex relationship humans have with our microbiomes, using high-throughput sequencing technologies and novel computational and statistical techniques.
Joshua Kellogg
Emphasis Area Representative, Molecular Toxicology; Assistant Professor of Veterinary and Biomedical Sciences
Development of new metabolomics tools for chemical and biological characterization of complex systems. Discovery of new natural products from plants and microorganisms with novel bioactivity against pathogenic fungi and neglected tropical diseases. Bioanalytical techniques to probe the mechanism of action and basic biology of these target organisms. Ethnobotany and indigenous knowledge surrounding plant-based medicine.
Lingzhou Xue
Professor of Statistics
High-dimensional statistics, statistical learning, optimization, econometrics, and statistical applications in biological science, environmental science, and social science.
Amulya Yadav
Assistant Professor of Information Sciences and Technology
Artificial Intelligence for Social Good, focused on developing theoretically grounded approaches that can positively impact real-world problems, particularly in the fields of public health and wildlife protection.
Franny Buderman
Assistant Professor of Quantitative Wildlife Ecology
Quantitative ecology, with a focus on the demography, space-use, and movement of wildlife.
Eric Claus
Associate Professor of Biobehavioral Health
Identifying neural and cognitive mechanisms that support behavior change in substance use disorders.
