Faculty Directory
Since 2022, Emory’s AI.Humanity initiative has attracted nearly 50 new faculty members to the university. Together with other new recruits and long-term faculty with expertise in AI, they are part of Emory's robust and growing community of AI.Humanity faculty scholars. These faculty members engage in AI-related research and teaching within disciplines where Emory has significant strength. Scholars span across seven of eight schools at Emory, representing expertise in these general areas: business and enterprise, human health, law and social justice, arts and humanities, ethics, and foundational AI.
Panagiotis Adamopoulos
Associate Professor, Information Systems and Operations Management
Focus area(s):
Business and Enterprise
Research focus: Studies how information systems and technological artifacts affect user behavior and transform business and society.
Faculty ProfileWeihua An
Professor, QTM and Sociology
Emory College of Arts and Sciences
Focus area(s):
Human Health
, Foundations of AI
Research focus: Advancing network analysis and causal inference through computational enhancement with Bayesian analysis, machine learning, and AI and substantive studies of inequality and social policy, health, and organizations.
Faculty WebsiteSunil S Badve
Professor and Vice Chair, Pathology Cancer Programs and laboratory Medicine
Emory University School of Medicine
Focus area(s):
Human Health
Research focus: Primarily on breast cancer including a wide range of topics from diagnostics to basic science and clinical trials. The lab is funded through funds from NCI, DOD and Komen grants
Faculty ProfileTucker Balch
Professor in the Practice and Research of Finance
Focus area(s):
Business and Enterprise
, Ethics
Research focus: Intersection of AI and finance including novel time series prediction methods, high-fidelity market simulation, synthetic financial data generation, behavior modeling, and secure cryptographic trading systems.
Hired through the AI.Humanity initiative.
Faculty WebsiteAlejandro Sanchez Becerra
Assistant Professor, Quantitative Theory and Methods (QTM)
Emory College of Arts and Sciences
Focus area(s):
Business and Enterprise
, Foundations of AI
Research focus: Econometrics, causal inference, machine learning, and network analysis. Dedicated to developing statistical tools to improve the evaluation of poverty-alleviation programs.
alejandro.sanchez.becerra@emory.edu
Faculty WebsiteIra Bedzow
Associate Professor, Executive Director of the Emory Purpose Project, Center for Ethics
Emory University School of Medicine
Focus area(s):
Business and Enterprise
, Human Health
, Arts and Humanities
, Ethics
Research focus: Understanding the ethical implications of technology and policy changes, as well as how to create an ethical culture through values-driven leadership. Making a values-driven decision and implementing it consists of different skills.
Faculty ProfileMarcela Benítez
Assistant Professor, Anthropology
Emory College of Arts and Sciences
Focus area(s):
Arts and Humanities
Research focus: Interested in the evolution of primate social cognition, the mechanisms that influence social choices, and the context in which these decisions are adaptive.
Faculty WebsiteAnandhi Bharadwaj
Goizueta Endowed Chair and Professor of Information Systems and Operations Management, ISOM
Focus area(s):
Business and Enterprise
Research focus: AI and future of work, AI and occupations, AI and Business Value.
Faculty ProfileManoj Bhasin
Professor of Pediatrics and Biomedical Informatics
Emory University School of Medicine
Focus area(s):
Human Health
Research focus: Development of advanced single-cell omics approaches, bioinformatics, and AI algorithms to understand disease pathophysiology for identifying biomarkers. Our main areas of interest are immune landscape mapping of cancers, diabetic foot ulcers, precision medicine, and drug repurposing.
Faculty WebsiteSiva Bhavani
Assistant Professor, Medicine
Emory University School of Medicine
Focus area(s):
Human Health
Research focus: Applying AI to match critically ill patients with individualized treatment strategies.
Faculty ProfileJesse Bockstedt
Professor and Senior Associate Dean, Information Systems and Operations Management
Focus area(s):
Business and Enterprise
, Foundations of AI
Research focus: The relationships between AI technologies and economic issues that impact consumers and markets. Expertise in AI and machine learning techniques, IT applications in business, randomized experiments, applied statistics and econometrics, economic theory, and technology business models.
Faculty WebsiteMonique Bovier
Assistant Professor, Center for Data Science
Nell Hodgson Woodruff School of Nursing
Focus area(s):
Human Health
Research focus: Understanding how AI can assist nurses with their workflow. Implementing predictive analytics, large language models, bidirectional video inpatient virtual care, message management in outpatient, and other AI modalities in the health system.
LinkedIn ProfileSelen Bozkurt
Assistant Professor, Biomedical Informatics
Emory University School of Medicine
Focus area(s):
Human Health
, Arts and Humanities
Research focus: Applying AI and natural language processing to real-world health data analytics; clinical decision support; data-centric AI; bias mitigation strategies and algorithmic fairness; AI governance and ethics.
Hired through the AI.Humanity initiative.
Faculty WebsiteYana Bromberg
Professor, Biology and Computer Science
Emory College of Arts and Sciences
Focus area(s):
Human Health
, Arts and Humanities
Research focus: Bioinformatics and machine learning approaches to protein function prediction and genome variation analysis. Precision medicine, microbiome, origins of life.
Hired through the AI.Humanity initiative.
Faculty ProfileTankut Can
Assistant Professor, Physics
Emory College of Arts and Sciences
Focus area(s):
Arts and Humanities
Research focus: Computation and learning in brains and machines. Research involves bringing techniques and formalism from theoretical physics and mathematics to tackle problems in machine learning, cognitive science, and neuroscience.
Hired through the AI.Humanity initiative.
Faculty WebsiteRodrigo M. Carrillo Larco
Assistant Professor, Hubert Department of Global Health
Rollins School of Public Health
Focus area(s):
Human Health
Research focus: Leverage statistics, data science, and machine learning to advance population health in the field of cardiometabolic diseases. Develop risk stratification tools, digital biomarkers, and metrics for disease surveillance.
Hired through the AI.Humanity initiative.
rodrigo.martin.carrillo.larco@emory.edu
LinkedIn ProfileTian Chan
Associate Professor of Information Systems and Operations Management
Focus area(s):
Business and Enterprise
, Foundations of AI
Research focus: Studying the effects of collaboration, group decision dynamics, and task characteristics on innovation outcomes. The work on product design leans on computer vision (that is, the ability of machines to recognize and interpret images).
Faculty WebsiteHoward Chang
Professor, Biostatistics and Bioinformatics
Rollins School of Public Health
Focus area(s):
Human Health
Research focus: Development and application of methods for analyzing complex spatial-temporal exposure and health data, particularly for health effect estimation and impact assessment leveraging large databases.
Faculty ProfileIke Choi
Professor, Center for Data Science
Nell Hodgson Woodruff School of Nursing
Focus area(s):
Human Health
, Arts and Humanities
Research focus: Integrating AI, virtual reality, and biosensing technologies into learning science to develop solutions to enhance human cognition, emotion, and behavior for health outcomes; pedagogical innovations for health professions and public health education.
Faculty ProfileJinho Choi
Associate Professor, Computer Science, Quantitative Theory and Methods, Linguistics
Emory College of Arts and Sciences
Focus area(s):
Human Health
Research focus: Natural language processing and conversational AI, with applications across multiple domains, including health care. Develop advanced conversational AI models to support individuals with mental health challenges such as PTSD, Alzheimer's Disease, and autism spectrum disorders.
Faculty WebsiteJulianne Chung
Associate Professor, Mathematics
Emory College of Arts and Sciences
Focus area(s):
Arts and Humanities
Research focus: Numerical methods and software for computing solutions to large-scale inverse problems, such as those that arise in medical imaging applications. Numerical analysis and scientific computing, inverse problems and uncertainty quantification, computational image processing, numerical linear algebra, optimization, data science, machine learning.
Hired through the AI.Humanity initiative.
Faculty ProfileMatthias Chung
Associate Professor, Mathematics
Emory College of Arts and Sciences
Focus area(s):
Arts and Humanities
Research focus: Numerical analysis and scientific computing, inverse problems, computational biology, applied linear algebra, machine learning, parameter estimation, dynamical systems and optimization.
Hired through the AI.Humanity initiative.
Faculty ProfileRuomeng Cui
Goizueta Foundation Term Chair Associate Professor, Information System and Operations Management
Focus area(s):
Business and Enterprise
Research focus: Causal-driven decision-making in platforms, retail, and supply chains. Identify-then-optimize models, causal inference, causal machine learning, and economics.
Faculty ProfileKatherine Davis
Assistant Professor of Chemistry
Emory College of Arts and Sciences
Focus area(s):
Human Health
Research focus: The Davis Lab focuses on the development and application of physical methods to elucidate the structure and mechanisms of metal-containing enzymes important for human health and medicine.
Faculty WebsiteCarlo DeCecco
Professor of Radiology and Biomedical Informatica
Emory University School of Medicine
Focus area(s):
Human Health
Research focus: Development and testing of AI solutions to improve the understanding, diagnosis, and follow-up of cardiac disease.
LinkedIn ProfileTodd Everson
Associate Professor, Gangarosa Department of Environmental Health
Rollins School of Public Health
Focus area(s):
Human Health
Research focus: Perinatal exposures, epigenomics, transcriptomics, and children's health and development. The effects of PFAS, adversity and maltreatment, and substance use, or on molecular markers in children that were born very preterm.
Faculty ProfileAlex Fedorov
Assistant Research Professor, Center for Data Science
Nell Hodgson Woodruff School of Nursing
Focus area(s):
Human Health
, Foundations of AI
Research focus: Trustworthy medical AI systems, representation learning, multimodal learning, medical imaging, neuroimaging, electronic health records, physiological time series, neurodegenerative diseases, neuropsychiatric disorders, cardiovascular health.
LinkedIn ProfileFarzad Fereidouni
Associate Professor, Department of Pathology and Laboratory Medicine
Emory University School of Medicine
Focus area(s):
Human Health
Research focus: Development of imaging instrumentation and computational methods for tissue and cellular microscopy applications. Creating novel imaging approaches with direct application in pathology and patient care.
Hired through the AI.Humanity initiative.
LinkedIn ProfileRajiv Garg
Associate Professor, Information Systems and Operations Management
Focus area(s):
Business and Enterprise
, Ethics
, Foundations of AI
Research focus: Examining the flow of information in digital platforms, utilizing economic and statistical methods. Exploring human-machine interactions in business applications, emphasizing the responsible use of AI to harness the potential of emerging technologies.
Faculty ProfileJudy Gichoya
Associate Professor, Radiology
Emory University School of Medicine
Focus area(s):
Human Health
, Ethics
Research focus: Working in 4 areas - building diverse datasets for machine learning (for example, the Emory Breast dataset); evaluating AI for bias and fairness; validating AI in the real-world setting and training the next generation of data scientists (both clinical and technical students) through hive learning and village mentoring.
Faculty ProfileMichael J. A. Girard
Associate Professor of Ophthalmology
Emory University School of Medicine
Focus area(s):
Human Health
Research focus: Ophthalmic engineering/artificial intelligence, biomedical imaging, ocular biomechanics and ophthalmic devices.
Hired through the AI.Humanity initiative.
Faculty ProfileManuela Girotti
Assistant Professor, Mathematics
Emory College of Arts and Sciences
Focus area(s):
Arts and Humanities
Research focus: Theoretical machine learning, deep learning theory, optimization; integrable systems, random matrix theory, partial differential equations.
Hired through the AI.Humanity initiative.
Faculty WebsiteMadeleine Hackney
Associate Professor of Medicine
Emory University School of Medicine
Focus area(s):
Human Health
, Arts and Humanities
Research focus: Design and study the effects of music—and dance-based exercise on improving motor, cognitive, and psychosocial function in people with Parkinson's and Alzheimer's disease.
LinkedIn ProfileJo Hanjoong
Wallace H. Coulter Distinguished Faculty Chair Professor, Biomedical Engineering
Emory University School of Medicine
Focus area(s):
Human Health
Research focus: How blood flow regulates vascular biology and disease, especially atherosclerosis and aortic valve disease, by regulating expression of flow-sensitive genes and proteins. The flow-sensitive genes/proteins are targeted to develop novel therapeutics to prevent and treat vascular disease.
Faculty ProfileEllen Hess
Professor, Pharmacology
Emory University School of Medicine
Focus area(s):
Human Health
Research focus: Pathophysiology of movement disorders.
Faculty WebsitePeter F. Hitchcock
Assistant Professor, Psychology
Emory College of Arts and Sciences
Focus area(s):
Human Health
, Arts and Humanities
Research focus: Clarifying when and why learning and decision-making goes awry in depression and anxiety disorders and developing potent and scalable translational interventions.
Hired through the AI.Humanity initiative.
Faculty ProfileJoyce Ho
Associate Professor, Computer Science
Emory College of Arts and Sciences
Focus area(s):
Human Health
, Ethics
Research focus: Developing advanced machine learning techniques for health care data—subtyping diseases, enhancing clinical predictions, and integrating social determinants of health into predictive models.
Faculty WebsiteAndre Holder
Associate Professor, Pulmonary, Allergy, Critical Care & Sleep Medicine
Emory University School of Medicine
Focus area(s):
Human Health
, Ethics
Research focus: Successfully deploying advanced data-driven algorithms to forecast and phenotype critical illness. Other areas of interest include early sepsis resuscitation, cardiopulmonary resuscitation, and hemodynamic monitoring.
Faculty ProfileJian Hu
Assistant Professor, Human Genetics
Emory University School of Medicine
Focus area(s):
Human Health
Research focus: A methodological component focusing on developing novel statistical methods for biomedical data and an applied component focusing on applying these methods for clinical and biological studies.
Hired through the AI.Humanity initiative.
Faculty ProfileXiao Hu
Professor and Asa Griggs Candler Chair of Nursing Data Science, Center for Data Science
Nell Hodgson Woodruff School of Nursing
Focus area(s):
Human Health
, Foundations of AI
Research focus: Development and application of novel signal processing, machine learning, deep learning, and multimodality AI techniques in a variety of clinical specialties: neurology, critical and neurocritical care, cardiology, oncology and across the life span.
Faculty ProfileXiao Huang
Assistant Professor, Environmental Science
Emory College of Arts and Sciences
Focus area(s):
Arts and Humanities
Research focus: Computational geography, human mobility and network sciences, disaster mitigation and resilience, human-environment interaction, urban informatics, and geo-artificial intelligence (GeoAI).
Hired through the AI.Humanity initiative.
Faculty ProfileAnke Huels
Assistant Professor, Epidemiology
Rollins School of Public Health
Focus area(s):
Human Health
Research focus: Using quantitative epidemiologic methods to better understand the interplay between the environment, (epi) genetics and cognitive health. Elucidate the complex relationship between air pollution, social and molecular factors, and cognitive health across the lifespan.
Faculty WebsiteMarat Ibragimov
Assistant Professor, Marketing
Focus area(s):
Business and Enterprise
Research focus: Improving firms' core business strategies by using machine learning, econometrics, and mathematical modeling. Product returns management, customer search, and personalized promotions.
Hired through the AI.Humanity initiative.
Faculty ProfileDieter Jaeger
Professor, Biology
Emory College of Arts and Sciences
Focus area(s):
Research focus: Computational neuroscientist figuring out neural coding in the mouse motor system. Emphasis on thalamocortical interactions, basal ganglia, and cerebellum using physiological and biophysically realistic modeling approaches.
Faculty ProfileRam Jagannathan
Dr, Global Diabetes Research Center
Rollins School of Public Health
Focus area(s):
Human Health
Research focus: To investigate factors linked to early and late AD/ADRD stages and apply AI and machine learning for early risk assessment. Improve understanding of AD/ADRD progression, enabling personalized disease prediction and advancing prevention and management strategies.
Faculty WebsiteJie Jiang
Associate Professor, Cell Biology
Emory University School of Medicine
Focus area(s):
Human Health
Research focus: The study of two deliberating neurodegenerative diseases, Amyotrophic Lateral Sclerosis and Frontotemporal Dementia, using model organisms, AI tools, and patient material.
Faculty WebsiteWei Jiang
Asa Griggs Candler Professor of Finance, Finance
Focus area(s):
Business and Enterprise
Research focus: In pursuit of “economics/finance of technology,” applying the principles of financial economics to the setup, action, and consequences of AI and re-assessing the governance of corporations and financial markets/systems.
Faculty WebsitePeng Jin
Professor and Chair, Human Genetics
Emory University School of Medicine
Focus area(s):
Human Health
Research focus: The study of Genome Dynamics and Neuroepigenetics.
Faculty WebsiteWei Jin
Assistant Professor, Computer Science
Emory College of Arts and Sciences
Focus area(s):
Arts and Humanities
Research focus: Deep learning on graphs, data-centric AI, data mining with applications in single-cell analysis, transportation, social science.
Hired through the AI.Humanity initiative.
Faculty ProfileDiwas KC
Professor, Information Systems and Operations Management
Focus area(s):
Business and Enterprise
, Human Health
, Foundations of AI
Research focus: Teach and conduct research in areas of data analytics, technology, and health care. Research topics include workforce productivity, capacity management, technology adoption, policy formulation, and the design and organization of health care delivery.
Faculty ProfileShella Kielholz
Professor, BME
Emory University School of Medicine
Focus area(s):
Human Health
, Foundations of AI
Research focus: Studying the systems-level organization of intrinsic brain activity using AI. Some of the mechanisms uncovered may be useful for future AI systems.
Faculty WebsiteMinsu Kim
Associate Professor, Physics
Emory College of Arts and Sciences
Focus area(s):
Human Health
Research focus: The phenotypic resistance of bacteria to antibiotics.
Faculty WebsiteLauren Klein
Winship Distinguished Research Professor and Associate Professor, Quantitative Theory & Methods and English
Emory College of Arts and Sciences
Focus area(s):
Arts and Humanities
, Ethics
Research focus: Applications of AI/ML to humanities data. Humanistic and justice-oriented approaches to AI/ML.
Faculty WebsiteAmi Klin
Director, Professor, Chief, Department of Pediatrics, Marcus Autism Center, and Children's Healthcare of Atlanta
Emory University School of Medicine
Focus area(s):
Human Health
Research focus: Developmental aspects of autism in infants and toddlers, social neuroscience, and novel tools for diagnosis and treatment monitoring.
Faculty WebsiteElizabeth Krupinski
Professor and Vice Chair for Research, Radiology and Imaging Sciences
Emory University School of Medicine
Focus area(s):
Human Health
, Ethics
Research focus: Medical image perception, observer performance, decision making, human factors, and the interface between humans and computers and how that impacts clinical decision-making efficacy.
Faculty ProfileChinmay Kulkarni
Associate Professor, Computer Science
Emory College of Arts and Sciences
Focus area(s):
Business and Enterprise
, Arts and Humanities
Research focus: Human-computer interaction, learning at scale and social computing, AI-enabled future of work.
Hired through the AI.Humanity initiative.
Faculty ProfileHyunjung Gloria Kwak
Assistant Professor
Nell Hodgson Woodruff School of Nursing
Focus area(s):
Human Health
, Ethics
, Foundations of AI
Research focus: Dedicated to advancing equitable AI in healthcare, tackling algorithmic bias, and addressing social determinants of health to improve patient care. Research spans clinical decision support, health care disparities, and the development of fair and inclusive AI models.
Faculty WebsiteSeJung Kwan
Assistant Professor
Nell Hodgson Woodruff School of Nursing
Focus area(s):
Human Health
, Arts and Humanities
Research focus: Human experiences with AI-enabled tools for learning and health outcomes.
Faculty ProfileHyeok Kwon
Assistant Professor, Biomedical Informatics
Emory University School of Medicine
Focus area(s):
Human Health
Research focus: Neurological disorders, mental health, human activity recognition, computer vision, machine learning, edge computing, wearables, ubiquitous computing.
Hired through the AI.Humanity initiative.
Faculty WebsiteMax Lau
Assistant Professor, Biostatistics and Bioinformatics
Rollins School of Public Health
Focus area(s):
Human Health
Research focus: Develop innovative statistical, mathematical, and computational methods—including machine learning and deep learning models—to advance the understanding and prediction of infectious disease transmission dynamics, supporting effective public health interventions for emerging infectious threats.
Faculty ProfileNealen Laxpati
Assistant Professor, Neurosurgery
Emory University School of Medicine
Focus area(s):
Human Health
Research focus: Epilepsy, movement disorders, brain-machine interfaces, neuromodulation, Bayesian learning, digital signal processing, time-frequency analysis, dynamical systems, control optimization, clinical translation.
Faculty WebsiteHai Le
Assistant Professor, Computer Science
Oxford College of Emory University
Focus area(s):
Arts and Humanities
Research focus: Agent-based simulation and modeling, steering behaviors, AI integration in simulation models, user-simulation model interaction, Wineinformatics.
Hired through the AI.Humanity initiative.
Faculty ProfileDorothy Lerit
Associate Professor, Cell Biology
Emory University School of Medicine
Focus area(s):
Human Health
Research focus: How centrosomes are regulated in development and disease.
Faculty WebsiteAllan Levey
Robert W. Woodruff Professor, Goizueta Brain Health Institute
Emory University School of Medicine
Focus area(s):
Human Health
Research focus: Precision brain health.
LinkedIn ProfileDonghai Liang
Associate Professor, Gangarosa Department of Environmental Health
Rollins School of Public Health
Focus area(s):
Human Health
Research focus: Characterizing the human exposome and elucidating the molecular mechanisms accounting for the complex health responses to diverse environmental exposures using cutting-edge exposure assessment, AI, and high throughput single- and multi-omics technologies.
Faculty ProfileFei Liu
Associate Professor, Computer Science
Emory College of Arts and Sciences
Focus area(s):
Arts and Humanities
Research focus: Natural language processing and deep learning, with special emphasis on automatic summarization.
Hired through the AI.Humanity initiative.
Faculty ProfileYang Liu
Professor, Gangarosa Department of Environmental Health
Rollins School of Public Health
Focus area(s):
Human Health
Research focus: AI/ML applications in air pollution monitoring and satellite data applications in public health.
Faculty ProfileAbigail Powers Lott
Associate Professor, Psychiatry & Behavioral Sciences
Emory University School of Medicine
Focus area(s):
Human Health
Research focus: A trauma and PTSD clinician and researcher, currently studying the feasibility of automating trauma-related diagnosis using AI for a civilian sample.
Faculty WebsiteJiaying Lu
Assistant Professor, Center for Data Science
Nell Hodgson Woodruff School of Nursing
Focus area(s):
Human Health
Research focus: Large foundation models, multimodal learning, and knowledge graphs, with special emphasis on health care data.
Faculty WebsiteAnant Madabhushi
Professor, Biomedical Engineering
Emory University School of Medicine
Focus area(s):
Human Health
, Arts and Humanities
Research focus: Applying AI, radiomics, computational pathology, medical image analysis and computer vision for diagnosis, prognosis and prediction of treatment response for different types of cancers, cardiovascular disease, kidney disease and ophthalmology.
Hired through the AI.Humanity initiative.
Faculty ProfileBabak Mahmoudi
Associate Professor, Associate Professor
Emory University School of Medicine
Focus area(s):
Human Health
Research focus: Developing AI systems for automated precision diagnostics and therapeutics.
Faculty WebsiteAndrew Miller
Professor, Psychiatry
Emory University School of Medicine
Focus area(s):
Human Health
Research focus: The impact of inflammation on the brain as it relates to depression and other psychiatric disorders. Actively developing treatments to reverse the negative consequences of inflammation on the brain and behavior.
Faculty WebsiteSvjetlana Miocinovic
Associate Professor, Neurology
Emory University School of Medicine
Focus area(s):
Human Health
Research focus: Human electrophysiology of the basal ganglia and cortical circuits in Parkinson's disease and other movement disorders. We study motor and non-motor networks and deep brain stimulation (DBS) mechanisms with intraoperative recordings or in-clinic EEG, EMG and wearables.
svjetlana.miocinovic@emory.edu
Faculty WebsitePablo Montagnes
Associate Professor, Political Science, Quantitative Theory and Methods
Emory College of Arts and Sciences
Focus area(s):
Business and Enterprise
, Arts and Humanities
Research focus: Algorithmic market and organizational design, algorithmic delegation, and AI governance.
Faculty ProfileGreg Myer
Professor, Director, Emory Sports Performance And Research Center (SPARC), Orthopaedics
Emory University School of Medicine
Focus area(s):
Human Health
Research focus: Sports injury prevention and exercise training for performance, rehabilitation, and health. The scientific impact is highlighted in translating scientific discoveries into clinically viable tools that can be widely disseminated to benefit targeted populations.
Faculty ProfileSamaneh Nasiri
Assistant Professor, Biomedical Informatics
Emory University School of Medicine
Focus area(s):
Human Health
Research focus: AI, mathematics, computation and medical knowledge to develop solutions to sleep problems as well as predict neurological and cardiovascular diseases.
Hired through the AI.Humanity initiative.
LinkedIn ProfileIlya Nemenman
Samuel Candler Dobbs Professor, Physics and Biology
Emory College of Arts and Sciences
Focus area(s):
Human Health
Research focus: Theory of AI; Use of AI in analysis of modern biological experiments.
Faculty WebsiteElizabeth Newman
Assistant Professor, Mathematics
Emory College of Arts and Sciences
Focus area(s):
Arts and Humanities
Research focus: Multidimensional algebra, numerical linear algebra, machine learning, deep neural networks and optimization.
Hired through the AI.Humanity initiative.
Faculty ProfileJohn Nickerson
Professor Emeritus, Ophthalmology
Emory University School of Medicine
Focus area(s):
Human Health
Research focus: Using AI to segment cells from one another in complex tissues.
Faculty ProfileJaqueline Nikpour
Assistant Professor
Nell Hodgson Woodruff School of Nursing
Focus area(s):
Human Health
Research focus: Examining the impact of new primary care delivery models on achieving equitable health outcomes for patients. Especially interested in the organization, delivery, and financing of nursing care in health centers and other community-based settings.
LinkedIn ProfileFrancisco Pasquel
Associate Professor, Medicine/Endocrinology
Emory University School of Medicine
Focus area(s):
Human Health
Research focus: Diabetes technologies, predictive modeling, and metabolic phenotyping with a focus on advancing cardiometabolic health.
Faculty ProfileZhaohui Qin
Professor, Biostatistics and Bioinformatics
Rollins School of Public Health
Focus area(s):
Human Health
Research focus: Bioinformatics, using statistics, machine learning, and AI to study genetics, genomics, and other omics data.
Faculty ProfileSundaresh Ram
Assistant Professor, Department of Radiology and Imaging Sciences
Emory University School of Medicine
Focus area(s):
Human Health
Research focus: Develop foundational theories, tools, techniques, and systems combining ideas from multidimensional signal processing/analysis, image science, information theory, detection and estimation theory, pattern recognition and machine learning for applications in various imaging technologies including conventional and medical imaging, biological sciences, and data science.
Hired through the AI.Humanity initiative.
Faculty BioGordon Ramsay
Assistant Professor, Pediatrics
Emory University School of Medicine
Focus area(s):
Human Health
Research focus: Developing vocal biomarkers for early detection of autism and related neurodevelopmental disorders, applying machine learning and mathematical models of speech production to naturalistic home recordings of infant vocal behavior and infant-caregiver interaction.
Faculty ProfileSaima Rathore
Assistant Professor, Department of Biomedical Informatics
Emory University School of Medicine
Focus area(s):
Human Health
Research focus: Neuroimaging of neurodegenerative diseases to apply advanced imaging technology for discovery of multi-modal biomarkers to facilitate earlier detection and predict progression of neurodegenerative pathologies.
Hired through the AI.Humanity initiative.
Faculty BioMatthew Reyna
Assistant Professor, Biomedical Informatics
Emory University School of Medicine
Focus area(s):
Human Health
, Ethics
Research focus: Combines approaches from mathematics, statistics, computer science, and engineering to address biological and clinical questions in a principled and meaningful way.
Faculty WebsiteBenjamin Risk
Associate Professor, Biostatistics and Bioinformatics
Rollins School of Public Health
Focus area(s):
Human Health
Research focus: Research in neurodevelopment, autism, ADHD, Parkinson’s and Alzheimer’s disease. Driven by scientific questions and statistical training to navigate the complexities of the brain.
Faculty WebsiteLars Ruthotto
Winship Distinguished Research Associate Professor, Mathematics
Emory College of Arts and Sciences
Focus area(s):
Ethics
, Foundations of AI
Research focus: Intersecting applied mathematics and data science. Creating mathematical insights and more efficient machine learning algorithms and applying them to problems in science, engineering, medicine, and other domains.
Faculty WebsiteSafdar Nabile
Interim Chief AI Officer, Emory Digital; Radiology and Imaging Sciences
Emory University School of Medicine
Focus area(s):
Human Health
Research focus: Implementation of AI in healthcare at scale. Developing and implementing AI in clinical imaging.
Faculty ProfileKim Sangmi
Assistant Professor
Nell Hodgson Woodruff School of Nursing
Focus area(s):
Human Health
Research focus: Chronic stress and trauma in pregnant women and those affected by intimate partner violence, with a specific emphasis on health equity. Employing data science applied to interdisciplinary research driving innovative solutions for women's health equity.
Faculty ProfilePedro Sant’Anna
Associate Professor, Economics
Emory College of Arts and Sciences
Focus area(s):
Arts and Humanities
Research focus: Develop, better understand, and improve causal inference methods by leveraging advances in econometrics, machine learning, and AI.
Hired through the AI.Humanity initiative.
Faculty ProfileAbeed Sarker
Associate Professor and Vice Chair for Research, Biomedical Informatics
Emory University School of Medicine
Focus area(s):
Human Health
, Ethics
, Foundations of AI
Research focus: The intersection of natural language processing (NLP), machine learning, and health informatics. Engaged in the R&D of data-centric NLP systems that can convert free text from sources such as clinical notes, social media, and published literature, into actionable knowledge.
Faculty WebsiteDavid Schweidel
Goizueta Chair of Business Technology and Professor of Marketing
Focus area(s):
Business and Enterprise
, Arts and Humanities
, Ethics
, Foundations of AI
Research focus: Applications of AI to business operations with a focus on marketing; Consumer perceptions and reaction to AI.
Faculty ProfileHui Shao
Associate Professor, Hubert Department of Global Health
Rollins School of Public Health
Focus area(s):
Human Health
Research focus: Predictive modeling, using advanced machine learning, microsimulation and econometrics method to build valid predictive models to resolve real-world issues. Causal AI, diabetes, precision medicine, precision public health, health economics, health policy.
Hired through the AI.Humanity initiative.
Faculty ProfileDan Sinykin
Associate Professor, English
Emory College of Arts and Sciences
Focus area(s):
Arts and Humanities
Research focus: Focusing on data creation, collection, and dissemination using AI.
Faculty WebsiteHeeju Sohn
Assistant Professor, Sociology
Emory College of Arts and Sciences
Focus area(s):
Human Health
Research focus: Social demographer, revealing how social structures create and reinforce health inequities between classes, races/ethnicities, and genders. Demographic methods to model dynamics across geographies and time.
Faculty ProfileSharon Soneblum
Associate Research Professor, Center for Data Science
Nell Hodgson Woodruff School of Nursing
Focus area(s):
Human Health
Research focus: Technology-enabled pressure injury detection and monitoring, wound assessment across diverse skin tones, soft tissue biomechanics, disability and mobility outcomes, mixed methods research, assistive technology assessment.
Faculty WebsiteChang Su
Assistant Professor, Biostatistics
Rollins School of Public Health
Focus area(s):
Human Health
Research focus: Single cell genomics and genetics; gene network inference.
Hired through the AI.Humanity initiative.
Faculty ProfileRyan Sulk
Assistant Professor, SON & HPM (RSPH)
Nell Hodgson Woodruff School of Nursing
Focus area(s):
Human Health
Research focus: Decision modeling, AI-driven decision aids, and economic evaluation. Optimizing resources and their allocation by efficiently developing various AI-driven, community-engaged decision support tools for HPV-associated cancer prevention and control.
Faculty WebsiteYan Sun
Professor, Epidemiology
Rollins School of Public Health
Focus area(s):
Human Health
Research focus: Novel study designs and advanced informatics/AI applications of multi-omics and EHR data to understand risk factors and functional mechanisms of human diseases in multi-ancestral populations. The goal is to improve the prediction, prevention and treatment of human diseases.
Faculty ProfileVaidy Sunderam
Professor and Chair, Computer Science
Emory College of Arts and Sciences
Focus area(s):
Business and Enterprise
, Arts and Humanities
, Ethics
Research focus: Foundational aspects of Computer Science that enable AI, including data mining and machine learning, data privacy, AI education, high-end computing, and generative AI.
Faculty ProfileJoe Sutherland
Assistant Professor, Director of the Center for AI Learning, Quantitative Theory and Methods
Emory College of Arts and Sciences
Focus area(s):
Business and Enterprise
, Arts and Humanities
, Foundations of AI
Research focus: Methodological innovations that improve the ability of AI, ML, and data science techniques to make causal inferences. Popular understanding of AI's impact on opportunity and productivity in the workforce.
Joseph.lyons.sutherland@emory.edu
Faculty ProfileVilma Todri
Associate Professor, Information Systems and Operations Management
Focus area(s):
Business and Enterprise
Research focus: Exploring AI-driven advancements and digital disruptions reshape business strategies in the Internet economy, influence online consumer behavior, and redefine firm-consumer interactions in technology-mediated environments.
Faculty WebsiteAlexander Tolbert
Assistant Professor, Quantitative Theory and Methods
Emory College of Arts and Sciences
Focus area(s):
Arts and Humanities
Research focus: Philosophical foundations of machine learning, causal inference and uncertainty quantification in machine learning, algorithmic fairness and game theory.
Hired through the AI.Humanity initiative.
Faculty WebsiteHari Trivedi
Associate Professor, Radiology
Emory University School of Medicine
Focus area(s):
Human Health
, Foundations of AI
Research focus: Curation of large-scale multi-modal datasets for training, validation, and commercialization of radiology AI models. Breast cancer is the primary focus.
LinkedIn ProfileUmpierrez Guillermo
Professor of Medicine, Endocrinology
Emory University School of Medicine
Focus area(s):
Human Health
Research focus: Mechanisms for beta-cell dysfunction in minority populations, prevention of acute and chronic diabetic complications, and hospital management of diabetes.
Faculty ProfileMarly Van Assen
Assistant Professor, Radiology and Imaging Sciences
Emory University School of Medicine
Focus area(s):
Human Health
Research focus: New technologies in cardiothoracic imaging, computed tomography, artificial intelligence, heart disease, early detection and prevention.
Hired through the AI.Humanity initiative.
LinkedIn ProfileJithin Sam Varghese
Assistant Professor, Hubert Department of Global Health
Rollins School of Public Health
Focus area(s):
Human Health
Research focus: Integrate precision medicine and public health surveillance. Technology solutions for cardiometabolic disease management among underserved populations in US and globally.
Hired through the AI.Humanity initiative.
Faculty WebsiteLance Waller
Professor, Biostatistics and Bioinformatics
Rollins School of Public Health
Focus area(s):
Human Health
, Ethics
, Foundations of AI
Research focus: Research involves the development of statistical methods for geographic data with applications in epidemiology, disease surveillance, and disease ecology.
Faculty ProfileYun Wang
Assistant Professor, Department of Biomedical Informatics
Emory University School of Medicine
Focus area(s):
Human Health
Research focus: Developing cutting-edge multi-modal AI methods to study brain development, integrating neuroimaging, multi-omics, and clinical data, and applying AI to advance perinatal maternal mental health.
Hired through the AI.Humanity initiative.
Faculty BioDavid Weiss
Professor, Emory Antibiotic Resistance Center
Emory University School of Medicine
Focus area(s):
Human Health
Research focus: Combatting antimicrobial resistance in bacteria and fungi. Studying heteroresistance, where only a minor subpopulation of cells is phenotypically resistant. Integrating AI into a new diagnostic platform technology to detect heteroresistance and other forms of resistance.
Faculty ProfileDrew Williamson
Assistant Professor, Pathology
Emory University School of Medicine
Focus area(s):
Human Health
Research focus: Application of deep learning techniques to pathology data with a focus on multimodal approaches integrating histology, genomics, and natural language.
Hired through the AI.Humanity initiative.
Faculty ProfilePhillip Wolf
Professor, Psychology and Linguistics
Emory College of Arts and Sciences
Focus area(s):
Human Health
Research focus: Using natural language data to identify biomarkers of psychosis, major depression, neurodegenerative diseases, and cognitive processes. Applying AI, NLP, and machine learning advances digital phenotyping and explores conceptual patterns across language communities.
Faculty WebsiteJulia Wrobel
Assistant Professor, Biostatistics
Rollins School of Public Health
Focus area(s):
Human Health
Research focus: End-to-end data science pipelines for wearable device and biomedical imaging data, and statistical methods related to functional data analysis, spatial point processes, and statistical computing.
Hired through the AI.Humanity initiative.
Faculty WebsiteRan Xiao
Assistant Professor
Nell Hodgson Woodruff School of Nursing
Focus area(s):
Human Health
Research focus: Applying biomedical engineering principles, machine learning and data science to health care research. Acute coronary syndrome, early brain development, predictive analytics.
Hired through the AI.Humanity initiative.
Faculty ProfileLi Xiong
Samuel Candler Dobbs Professor, Computer Science
Emory College of Arts and Sciences
Focus area(s):
Human Health
, Ethics
, Foundations of AI
Research focus: Privacy-enhancing and trustworthy AI methods, including differential privacy, federated learning, data synthesization, and machine unlearning, with applications in health care, public health, and spatial intelligence.
Faculty ProfileRuoxuan Xiong
Assistant Professor, Quantitative Theory and Methods
Emory College of Arts and Sciences
Focus area(s):
Business and Enterprise
, Arts and Humanities
Research focus: The intersection of causal inference and machine learning, design of digital experiments, and financial statistics.
Faculty ProfileHuiwen Xu
Associate Professor, Academic Advancement
Nell Hodgson Woodruff School of Nursing
Focus area(s):
Human Health
Research focus: To understand the interaction of federal and state policies with nursing home operations and how this interaction may improve or unintendedly compromise the quality of care or health equity, using large Medicare data and advanced statistical and machine learning methods.
Faculty ProfileRunze Yan
Assistant Professor, Center for Data Science
Nell Hodgson Woodruff School of Nursing
Focus area(s):
Human Health
, Foundations of AI
Research focus: The application of AI in health care. Extensive experience in developing machine learning and deep learning methods for wearable and mobile devices aimed at modeling human behavior and predicting health and well-being outcomes.
LinkedIn ProfileShan Ping Yu
Endowed Professor, Anesthesiology
Emory University School of Medicine
Focus area(s):
Human Health
Research focus: Investigating the mechanism of cell death and regeneration in brain injuries and neurodegenerative diseases such as Alzheimer's disease and developing new treatments for these disorders.
Faculty ProfileEmma Jingfei Zhang
Associate Professor, Information Systems and Operations Management
Focus area(s):
Business and Enterprise
, Human Health
Research focus: Point processes and their applications, statistical analysis of networks, graphs and tensor data, with applications in business, neuroscience and social science.
Hired through the AI.Humanity initiative.
Faculty ProfileWenhui (Vivian) Zhang
Assistant Research Professor, Nursing
Nell Hodgson Woodruff School of Nursing
Focus area(s):
Human Health
Research focus: Aging, geriatrics, and data science. Currently working on projects on multimorbidity, expressive writing, and nursing quality indicators.
Faculty ProfileLiang Zhao
Associate Professor, Computer Science
Emory College of Arts and Sciences
Focus area(s):
Human Health
Research focus: Spatiotemporal, textual, and network data mining, deep learning on graphs, nonconvex optimization, interpretable machine learning, large language models, and multimodal foundation models, as well as their applications in health and sciences.
Faculty WebsiteJames Zheng
Professor, Department of Cell Biology
Emory University School of Medicine
Focus area(s):
Human Health
Research focus: Employ machine learning and AI-based tracking to analyze age-dependent emergence and progression of neurodegenerative deficits. Current animal model is Drosophila melanogaster (fruit flies), which enables us to perform lifelong interrogation of neurodegeneration after environmental stress.
Faculty WebsiteAndreas Züfle
Associate Professor, Computer Science
Emory College of Arts and Sciences
Focus area(s):
Human Health
, Arts and Humanities
Research focus: Mining spatiotemporal data with applications in transportation, epidemiology, social science and urban computing.
Hired through the AI.Humanity initiative.
Faculty Profile