The emergence of large chemical repositories and combinatorial chemical spaces, coupled with high-throughput docking and generative AI, have greatly expanded the chemical diversity of small molecules for drug discovery.
Rapid advances in AI technology have made these considerations critical across the industry, with public and private stakeholders rushing to catch up,
It’s time to put that technology to work widely — in ways that prioritize conscientious protocols designed to prevent bias in data gathering and use in patient care,
As artificial intelligence changes the way medicine is practiced, humans become more beholden to algorithms — making it crucial to get those machine-human collaborations correct at the outset.
EchoNet, developed by the Zou Lab, is advanced image post-processing analysis software designed to aid diagnostic review, analysis, and reporting of echocardiographic DICOM images for cardiac function,
The purpose of the NRSA Individual Predoctoral Fellowship to Promote Diversity in Health-Related Research (F31) fellowship award is to enhance the diversity of the health-related research workforce by supporting the research training of predoctoral students from population groups that have been shown to be underrepresented in the biomedical research workforce.
A survey article on multimodal models for clinical biomedicine was published in the International Journal of Computer Vision for which DBDS adjunct faculty Dr.
A team led by senior BMI PhD students, Gautam Machiraju and Alex Derry, is excited to announce a new paper accepted for publication in the 2024 International Conference on Machine Learning (ICML) in Vienna,
You’re invited to attend a VC panel on Generative AI and Healthcare on May 17th at 3:00PM. The panel will feature 5 Venture Capitalists and will focus on the latest trends,
In this episode of the AI Grand Rounds podcast, Dr. Nigam Shah, a distinguished Professor of Medicine at Stanford University and inaugural Chief Data Scientist for Stanford Health Care,
Congratulations to Sohaib Hassan, Elana Simon and Selina Junyi Pi who were all awarded the NSF Graduate Research Fellowship Program (GRFP).
Speaker: Barbara Engelhardt, PhD.
Title: Machine learning methods to identify tumor-immune microenvironments in spatial transcriptomics tumor data.
May 17,
You’re invited to attend a VC panel on Generative AI and Healthcare on May 17th at 3:00PM. The panel will feature 5 Venture Capitalists and will focus on the latest trends,
DATE: Wednesday, 8 May 2024 TIME: 3:00–4:30 PM
LOCATION: Conference Room X399, Medical School Office Building, 1265 Welch Road,
Please join us at the next monthly CCSB Seminar, Friday, April 19, from 11 AM to 12 PM.
The Award and Lectureship is a very high recognition of meritorious achievement and scholarship in statistical science and recognizes highly significant impact of statistical methods on scientific investigations.
Congratulations to Sylvia on leading the Biomedical Data Science department for the past five years. With her strong leadership, direction,
Leaders of Stanford Medicine discuss artificial intelligence in health and medicine; its usefulness in research, education and patient care; and how to responsibly integrate the technology.
Understanding the genetic factors that underlie the normal variation in cardiac anatomy is of great interest. In this study, Rodrigo Bonazzola et al.
The ClinGen Pharmacogenomics Working Group: Developing frameworks for evaluating pharmacogenomic gene validity and actionability
Read it here: https://www.sciencedirect.com/science/article/pii/S294977442400222X
Generating a framework for curating mechanism of disease in monogenic conditions: A consensus effort of the Gene Curation Coalition*
Read it here: https://www.gimopen.org/article/S2949-7744(24)00622-8/fulltext
Professor Nigam Shah shares his early experiences with AI, called ‘application of reasoning’, how this has evolved, and how AI and web applications like ChatGPT have changed the landscape of how AI is being used.
DBDS PhD student Yusuf Roohani’s work on universal cell embeddings was featured in a New York Times article: “
Hospitals struggle to validate AI-generated clinical summaries
Click here to read
AI health care companies say they’ll keep humans in the loop.
A new $5 million grant from the Warren Alpert Foundation was recently awarded to the Department of Biomedical Data Science (DBDS) at the Stanford School of Medicine.
Read it here:
https://www.tandfonline.com/doi/full/10.1080/00031305.2024.2327535
“Recently, my colleagues and I at Stanford launched a study of a promising AI tool to screen for colon cancer.
DBDS’ Barbara Engelhardt, a senior investigator at Gladstone Institutes, was elected as a fellow to the International Society for Computational Biology,
Akshay Chaudhari’s group publishes new paper in Nature Medicine on adapting open-source and closed-source large language models for clinical text summarization tasks.
DBDS’ Rob Tibshirani is the recipient of the 2024 Senior Leo Breiman Award from the Statistical Learning and Data Science Section of the American Statistical Association for outstanding contributions to the statistical learning,
StanfordMed LIVE: The State of AI in Health and Medicine
Join StanfordMed LIVE for this special panel discussion on the state of AI in health and medicine on March 18,
DBDS’ Roxana Daneshjou was selected as 2024 recipient of the American Academy of Dermatology Young Investigator Award for her significant research advances in the science and practice of dermatology.
James Zou team: New paper recently published in the Harvard Data Science Review discussing how data science can benefit from large language models (LLMs) https://hdsr.mitpress.mit.edu/pub/pqiufdew/release/2?readingCollection=3a653084.
DBDS’ Lu Tian will deliver the inaugural keynote Lai Lecture on 3/8 in the 7th International Symposium on Statistical Innovation for Medical Product Development honoring late Tze L.
Daniel L. Rubin in Journal of Clinical Medicine: Segmentation-Assisted Fully Convolutional Neural Network Enhances Deep Learning Performance to Identify Proliferative Diabetic Retinopathy
Abstract With the progression of diabetic retinopathy (DR) from the non-proliferative (NPDR) to proliferative (PDR) stage,
Date: 2/15/24
Speaker: Yuzhe Yang
Title: Learning to Assess Chronic Diseases: Early Diagnosis,
DBDS’ Teri Klein was selected as the recipient of the prestigious 2024 Precision Medicine World Conference (PMWC) Luminary Award in honor of her dedication and expertise playing a pivotal role in driving the field of Pharmacogenomics (PGx) forward.
A recently published paper, “Guiding Principles to Address the Impact of Algorithm Bias on Racial and Ethnic Disparities in Health and Health Care,” of which Tina Hernandez-Boussard,
Date: 2/8/24
Speaker: Emma Pierson
Title: Methods for missing outcomes
in healthcare and public health
More info here
Congratulations to Laurel Stell!!!
Stanford School of Medicine HRG JEDI selected our Laurel Stell in 2024 Cohort for BetterUp Coaching Program.
Stanford Medicine is committed to being digitally driven, adopting cutting-edge technologies that advance our missions of research,
Thursday, February 1, from 1:30-2:50, MSOB, Rm 303
Causal Health Equity – Toward a Taxonomy
Drago Plecko
Postdoctoral Scholar,
HANNAH WAYMENT-STEELE, PhD, BRANDEIS UNIVERSITY
Monday, February 5, 2024
3-4 PM
ChEM-H / Neuro Research
Complex,
Please join us at our next monthly CCSB Seminar, Friday, February 16, at 1:00 PM. Our Seminar Series in systems biology of cancer aims to bring together experimental and computational researchers.
Dear DBDS Faculty,
I am pleased to announce that Teri Klein is the receipt of the 2024 Precision Medicine World Conference (PMWC) Luminary Award.
Date: 1/25/24
Time: 1:30-3 pm
Daniel Mukasa
Title: Computationally Design of Wearable Chemical Sensors for Personalized Healthcare
More info here
Date: 1/18/24
Adit Radhakrishnan
Title: How do neural networks learn features from data?
1:30-3:00 pm in MSOB x303
More info here.
Treatment of metastatic disease is responsible for nearly one-third of the decrease in annual deaths from breast cancer from 1975 to 2019,
We are thrilled to announce that James Zou has been promoted to DBDS Associate Professor with tenure. A hearty congratulations and thanks for his endless hard work,
Julia Salzman’s new paper on Cell today:
Today’s genomics workflows typically require alignment to a reference sequence, which limits discovery.
Welcome Oliver Ferydoon Azizi and congratulations to Roxana Daneshjou and family!
Oliver was a wee bit early, but he and Roxana are doing very well.
Friday, December 8th, 2023
10:00 am PST
Location: Y2E2 111
Deep learning on local sites for protein structure and function analysis
Understanding how the three-dimensional structure of a protein leads to its function is important for determining disease mechanisms,
12/7/23
Speaker: Kyle Daniels, Assistant Professor of Genetics, Stanford University
Title: Decoding the language of signaling domains to control cell function
Abstract: Cell therapies are powerful technologies in which human cells are reprogrammed for therapeutic applications such as killing cancer cells or replacing defective cells.
Mark Musen, Professor of Biomedical Data Science and Director of the Stanford Center for Biomedical Informatics Research, received the degree of Doctor honoris causa from the University of Fribourg (Switzerland) in a ceremony on November 15,
Date: 11/30/23
Speaker: Jean Fan, Assistant Professor of Biomedical Engineering at Johns Hopkins University
Title: Computational Methods for Comparative Spatial Omics Analysis
Abstract: Mammalian tissues are comprised of many molecularly and functionally distinct cell-types and cell-states organized into meso-scale structures and patterns to achieve intricate biological functions.
DATE: Wednesday, 29 November 2023
TIME: 3:00–4:30 PM
LOCATION: Conference Room X399,
Population biobanks are a valuable resource for identifying genetic and environmental factors that contribute to disease.
Kevin Wu
Wednesday, November 8th, 2023
2:00 pm – 3:00 pm PST
CCSR 0235
Zoom Link: https://stanford.zoom.us/j/95984592133?pwd=MDRXcyt4eTlCVlZhdHZYZ0prLzBGZz09
Title: Medical AI After Deployment: Data-driven analyses and methods for clinically viable AI
Abstract: Medical AI algorithms have undergone significant development and regulatory approval,
Work type: University Tenure Line
Location: Stanford University
Categories: School of Medicine
The Department of Biomedical Data Science (DBDS) at Stanford University seeks two faculty members to join the Department as Assistant Professors on the University Tenure Line.
The DBDS administration is a team-first organization that is interdependent on its members to meet the demands of all faculty and students.
The COVID-19 pandemic has taken a devastating toll around the world. Since January 2020, the World Health Organization estimates 14.9 million excess deaths have occurred globally.
The scholars in the 2023 cohort come from 29 countries, including the first scholars from Hungary, Malawi, the Netherlands, Russia,
Date: 10/12/23
Speaker: Irene Chen
Title: Beyond Bias: Constructing an Ethical Framework for AI in Medicine
Host: Weiruo Zhang
Click here for more information
DATE: Wednesday, 11 October 2023
TIME: 3:00–4:30 PM
TITLE: A Novel Chest Computed Tomography Scoring System in Children and Adolescents with Rheumatologic Diffuse Lung Disease
LOCATION: Conference Room X399,
TITLE: Clinical Trial Design for Glaucoma Treatment Using Humphrey Visual Field as Primary OutcomeA Guide for the Statistically Perplexed
DATE: Wednesday,
Gina Bouchard: Computational frameworks to quantify and compare microenvironment spatial features of in vitro patient-derived models and clinical specimens are needed.
Exciting work in glioblastoma research spearheaded by postdoc Yuan-Ning Zheng. The Gevaert team has developed a deep learning model to predict transcriptional subtypes of glioblastoma cells from spatial transcriptomics data and histology images.
Dear Faculty, Trainees and Staff,
On September 1, 2023, the Biomedical Informatics (BMI) training program will finalize its last step in merging with the Department of Biomedical Data Science (DBDS) and formally change its name to the Biomedical Data Science training program.
We are delighted to announce that DBDS faculty researcher Daniel Rubin has been invited to participate in cohort 5 of the Stanford Medicine Leadership Academy (SMLA).
DBDS researchers Ruishan Liu (first author, pictured here), Ying Lu, James Zou and colleagues have been named recipients of a 2022 Top Ten Clinical Research Achievement Award,
Ying Lu [pictured here], together with visiting scholar Ruben van Eijk and Tze Lai and Lu Tian of the Department of Biomedical Data Science and the Center for Innovative Study Design,
DBDS faculty researcher Teri Klein is one of “Nine researchers from Stanford University and the SLAC National Accelerator Laboratory [who] have been named Fellows of the American Association for the Advancement of Science (AAAS).
DBDS faculty researchers Aaron Newman, Serena Yeung, and James Zou have been selected to join the second cohort of scientists to be named Chan Zuckerberg Biohub Investigators following a competition for individual awards.
