50 People Results for the Tag: Machine Learning
Le Bao
Associate Professor of Statistics
Bayesian methods, data mining, computational methods, applications in health, environmental and social sciences.
Center for Infectious Disease Dynamics
Susan Hafenstein
Director of the Center for Structural Biology; Huck Chair of Structural Virology; Professor of Biochemistry and Molecular Biology
Using a structural approach to learn more about viral infectivity, tropism, evolution and pathogenicity. Developing approaches to visualize critical events that cause a break from the regular symmetry of the virus, including packaging of the genome, receptor usage, antibody interactions and uncoating of the viral genome during the final stages of infection.
Center for Infectious Disease Dynamics
David Hughes
Huck Chair in Global Food Security; Professor of Entomology and of Biology
Parasite manipulation of host behavior
Center for Infectious Disease Dynamics
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
Sally Mackenzie
Director of the Plant Institute; Huck Chair of Functional Genomics; Professor of Biology and of Plant Science
Organelle biology and cellular specializations. Plant epigenetics, memory and phenotypic plasticity. Crop epigenetic breeding.
Anton Nekrutenko
Professor of Biochemistry and Molecular Biology
Evolution of overlapping reading frames in eukaryotic genomes.
Justin Pritchard
Huck Early Career Entrepreneurial Professorship; Assistant Professor of Biomedical Engineering;
Using systems and synthetic biology approaches to understand and control drug resistance.
Edward Dudley
Professor of Food Science; Director of E. coli Reference Center
Mechanisms driving toxin production in Shiga-toxigenic Escherichia coli; use of genome sequencing to track pathogen transmission during foodborne outbreaks
Center for Infectious Disease Dynamics
Ephraim M. Hanks
Associate Professor of Statistics
Spatio-Temporal Statistics. Bayesian Hierarchical Modeling. Optimal Sampling. Animal Movement. Landscape Genetics.
Center for Infectious Disease Dynamics
Scott Lindner
Associate Professor of Biochemistry & Molecular Biology, Co-Director, Center for Malaria Research
Our laboratory couples molecular parasitology and structural biology to study the malaria parasite (Plasmodium spp.).
Center for Infectious Disease Dynamics
Andrew Zydney
Director of the Center for Industrial Biotechnology; Distinguished Professor of Chemical Engineering
Howard Salis
Associate Professor of Chemical Engineering; Associate Professor of Agricultural and Biological Engineering
Engineering microorganisms for applications in synthetic biology and metabolic engineering.
Leonid Berlyand
Co-Director of the Center for Mathematics of Living and Mimetic Matter; Professor of Mathematics
Ross Hardison
Associate Director of the Genome Sciences Institute; T. Ming Chu Professor of Biochemistry and Molecular Biology
Regulation of gene expression during development.
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.
James Wang
Professor of Information Science and Technology
Modeling
of objects, concepts, aesthetics, and emotions in big visual data from various
domains.
David Miller
Associate Professor of Wildlife Population Ecology
Population ecology, quantitative ecology, avian and amphibian ecology, conservation decision analysis, life-history evolution.
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.
Runze Li
Co-Director of the Center for Statistical Genetics; Eberly Family Chair and Associate Department Head in Statistics
Nikolay Dokholyan
G. Thomas Passananti Professor of Pharmacology; Professor of Biochemistry and Molecular Biology
We are a translational systems research group in the Pharmacology at the Penn State College of Medicine. Our laboratory focuses on understanding etiologies of human diseases, such as cystic fibrosis (CF), amyotrophic lateral sclerosis (ALS), and pain conditions, such as hyperalgesia.
Center for Infectious Disease Dynamics
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.
Lauren McPhillips
Assistant Professor of Civil and Environmental Engineering
Lingzhou Xue
Associate 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.
Guilherme Becker
Associate Professor of Biology
Host-microbial interactions, landscape genetics and the ecology of global change stressors. Building models and conducting field and laboratory experiments to understand the biotic and abiotic mechanisms driving wildlife disease dynamics in both tropical and temperate systems.
Center for Infectious Disease Dynamics
Jean-Michel Mongeau
Assistant Professor of Mechanical Engineering and of Biomedical Engineering
Prasenjit Mitra
Professor of Data Sciences
Artificial intelligence, applied machine learning, natural language processing, big data analytics, and visual analytics especially in application areas such as medical informatics, wildlife informatics, sports analytics, etc.
