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Opening Remarks
Transformers and Self-supervised Learning
Can studying deep learning AI ultimately provide insights into how the human brain thinks?
Where does the data come from?
How will artificial intelligence change biomedical research in the next 5 years?
What is a Transformer?
How do you see AI in biomedical research five years from now?
Examples of AI drugs
What is underspecification?
Closing Remarks
Introduction with Mary Hodgson
Dr Elisabeth Bik
Disclosure and acknowledgements
My first image duplication finding, 2014
Inappropriate image duplication
Type 1: Simple Duplication
Type II: Duplication with repositioning
Type III: Duplication with alteration
Journals are very slow to respond pie chart
Reporting concerns about research misconduct
Image duplication detection software
Paper mills
How can we prevent misconduct?
Q2 from Emily Arturo
Q3 from Anne Cambon-Thomsen
Q4 from Leonard Schalkwyk
Q5 from M. Ángeles Oviedo-García
Q6 from Nicole Beauchamp
Q7 from Iva Grabarić Andonovski
Q8 from Seyed Valizadeh
Q9 Anonymous
Thanks and forthcoming EASE events
Introduction
Morgan State University Success Story
University of Idaho Success Story
Using the NIH Virtual Seminar to Overcome Challenges
(Case Study) Challenges with Preparing to Apply
(Case Study) Application Review Issues
(Case Study) Grant Resubmission
Capacity Building for Current and Future STEM Workforce
Capacity Building for Research Science and Investigation
Capacity Building for Contracting
Partnerships, Networks, and Resources
NIGMS Support for Research Excellence (SuRE Program)
NIH Outreach and Technical Assistance Group for Institutions Building Research Capacity and Diversifying the Biomedical Research Workforce
2021 NIH Virtual Seminar on Program Funding and Grants Administration: An Opportunity to Expand Your Knowledge
Conclusion
Awardee Biography
Awardee Presentation
Genetic alterations in coding genes in pancreatic cancer
Waterfall plot showing how many mismatch repair deficient cancers responded to immunotherapy
Future of Therapeutics and Diagnostics
Hope for the Future
Breast Cancer Clinical Trial Results
Award Winner Announcement
Future of Stem Cell Therapy
Primary cause of mutations
Talk Overview
Indigenous people have always been scientists
There is a disconnect between genetic and genomic research and Indigenous communities
Recent advancement of community-specific research ethics guidelines
Personalized Medicine - Pharmacogenetics
Cytochrome P450s and Drug Metabolism
Applicability of Pharmacogenetic Information
Clinical Implications of Uncharacterized Variation
Diversity, Equity, Inclusion, and Accessibility Supplement to support and mentor Indigenous Trainees and Faculty
Summary & Future Directions
Objections to misuse of DNA samples
Nuu-chah-nulth Tribe's experience
Representation of Indigenous peoples in genetic research studies
Training the next generation of Indigenous Geneticists
Principles for engaging in research
Concerns about aDNA research
Identifying ethical issues in Ancient DNA research
Concluding Thoughts