Select Invited Talks

2024
Generative AI for computational pathology
Baltimore, MD
The Annual Meeting of American Society for Investigative Pathology

2024
Total product lifecycle considerations for generative artificial intelligence-enabled medical devices
Gaithersburg, MD
FDA Digital Health Advisory Committee Panel

2023
Computing digital biopsies with deep learning for targeted therapies in cancer
Irvine, CA
Disease Oriented Teams Seminar Series, University of California Medical Center

2023
Data science for medicine
Irvine, CA
NIH and UCI Systems Biology Foundations Course Lecture, University of California


2022
Biomedical imaging for equitable deep learning, regulatory science, and clinical research
IEEE International Symposium on Biomedical Imaging

2022
Workshop on governance of AI and impact of emerging technologies on society
The Special Competitive Studies Project

2021
Interpretable AI and explainable AI
West Lafayette, IN
Purdue and National Cancer Institute AI and Medicine conference

2021
Regulatory landscape and societal impact of clinical decision making and therapeutic development driven by AI technologies
Bethesda, MD
Invited lecture at the FDA AI and Biomarkers Working Group

2021
Clinical decision-making driven by informatics technologies
Indianapolis, IN
Featured Speaker Grand Rounds Regenstrief Institute

2021
Clinical decision making and therapeutic development driven by AI technologies
Austin, TX
Workshop on AI in health, University of Texas at Austin

2020
Electronic health records and clinical decision making for real world evidence
Washington, DC
United States FDA & UCSF-Stanford Center of Excellence in Regulatory Science and Innovation Workshop on Real World Data and Evidence


2020
Novel deep learning systems for oncology imaging, digital medicines and real world data
Boston, MA
Elsevier conference AI and Big Data in Cancer: From Innovation to Impact

2019
Artificial intelligence and machine learning for regulatory science and clinical development applications
Atlanta, GA
American Association for Cancer Research Annual Meeting

2019
Career paths at the intersection of clinical medicine and emerging technologies
Minneapolis, MN
University of Minnesota-Twin Cities

2019
Machine learning and computational medicine for clinical development, patients and regulators
Washington, D.C.
American Society for Clinical Pharmacology and Therapeutics Annual Meeting

2019
Machine learning driven computational medicine for oncology care
Barcelona, Spain
Myeloma Knowledge Exchange 2019

2019
Machine learning methods for biomedical image analysis
Stanford, CA
Food and Drug Administration-Project Data Sphere Symposium VIII

2019
Machine learning systems and discovery of actionable biomarkers for clinical development
Rockville, MD
Foundation NIH Biomarkers Consortium Cancer Steering Committee Symposium

2019
Understanding biomarker science: from molecules to images
Cambridge, MA
Harvard Catalyst Course

2019
Unorthodox AI and machine learning use cases and future of clinical medicine
Dallas, TX
AI in Medicine Series, University of Texas Southwest Medical Center

2018
Academic inventions for societal benefits
Washington, D.C.
AAAS-Lemelson Foundation Invention Ambassador Award Talk

2018
Digital clinical trials for oncology patients with novel machine learning and AI architectures
Washington, D.C.
Improving Cancer Diagnosis and Care: The Clinical Application of Computational Methods in Precision Oncology Conference

2018
Data regulation and privacy for clinical trials
Tokyo, Japan
The Next Context Conference


2018
Future of digital medicine and clinical trials with novel machine learning and AI architectures
Cambridge, MA
MIT AI in Life Sciences and Healthcare Conference

2018
How AI and machine learning is influencing drug development and clinical trials
Cambridge, MA
AI for the Rest of Us



2018
Novel machine learning and pragmatic computational medicine approaches to improve health outcomes for patients
Providence, RI
Brown University

2018
Panel discussion: The ethics and governance of Artificial Intelligence
Cambridge, MA
The ethics and governance of Artificial Intelligence: MAS.S64


2018
Real world data, big data analytics & machine learning for early clinical development decisions and trial design
Boston, MA
Clinical Trials Innovation Summit

2017
AI and potential uses in clinical development
Cambridge, MA
Artificial Intelligence in Clinical Development to Improve Public Health Workshop

2017
Artificial intelligence for medical images
Cambridge, MA
Massachusetts Institute of Technology ILP Health Sensing and Imaging Conference

2017
Innovating for billions with computational sensors
Boston, MA
Medical Informatics World Conference


2016
Machine learning + adaptive optics for medical imaging
Lima, Peru
Pontifical Catholic University of Peru


2016
Next generation of biomedical technologies
Leon, Mexico
Centro de Investigaciones en Optica

2016
Next generation of health technology solutions
Houston, TX
Rice University


2016
Next generation of healthcare technologies
Guanajuato, Mexico
Centro de Investigación en Matemática


2016
Visualization of diseases biomarkers using augmented reality interfaces
Turin, Italy
View Conference

2015
Innovating for billions: digital technologies for healthcare screening
Mumbai, India
Welingkar Institute

2014
Discussion leader-Molecular systems and community responses
Hadley, MA
Gordon Research Seminar

2014
New signals, pathways and mechanisms for two component systems and host-pathogen interactions for enteric infections
Madison, WI
Molecular Genetics of Bacteria and Phage Conference


2014
New strategies for developing next-generation of anti-microbial therapies
Google Inc.
Google Solve for X Event

2014
Omics, nano and high throughput technologies and new health tech innovations
Cambridge, MA
Rethinking Diagnostics Conference, MIT Media Lab


2013
Emerging technologies for new innovations in diagnostics, therapeutics and prophylaxis of gastrointestinal infections
Cambridge, MA
MIT Microsystems Technology Laboratories

2010
Oxygen availability and cholera: new link for an old disease
Boston, MA
Frontiers in Mucosal Immunology Conference

2010
Regulation of Vibrio cholerae virulence gene expression and pathogenesis in microaerophilic growth conditions
Cold Spring Harbor, NY
Cold Spring Harbor Conferences

2009
Polyamines and the pneumococcus: partners in crime
Hamilton, MT
Laboratory of Zoonotic Pathogens at Rocky Mountain Laboratories, National Institutes of Health