Dept. Biomedical Informatics Columbia University
Dept. Biomedical Informatics Columbia University
  • Видео 142
  • Просмотров 91 102
The role of genetic evidence to improve productivity in drug discovery & development (Nelson, 10/28)
Title: The role of genetic evidence to improve productivity in drug discovery and development
Presenter: Matt Nelson, Chief Executive Officer of Genscience
Abstract: The cost of drug discovery and development is driven primarily by failure, with just ~10% of clinical programs eventually receiving approval. The most important step in a successful drug discovery and development program is selecting the drug mechanism, usually in the form of a target, for the intended patient population. We previously estimated that human genetic evidence doubles the success rate from clinical development to approval. We have expanded on this work leveraging the growth in genetic evidence over the past decade ...
Просмотров: 101

Видео

Navigating AI in Medicine: Opportunities & Risks of Large Language Models in Real-World Tasks (Z Lu)
Просмотров 31621 день назад
Title: Navigating AI in Medicine: Opportunities and Risks of Large Language Models in Real-World Tasks Presenter: Zhiyong Lu, Senior Investigator, NIH/NLM Abstract: The explosion of biomedical big data and information in the past decade or so has created new opportunities for discoveries to improve the treatment and prevention of human diseases. As such, the field of medicine is undergoing a pa...
Patients and Clinicians at the heart of health innovation: OpenNotes Lab and Cornell Tech ...
Просмотров 6 тыс.Месяц назад
Title: Patients and Clinicians at the heart of health innovation: OpenNotes Lab and Cornell Tech Health Tech Hub Presenter: Chethan Sarabu, Clinical Assistant Professor, Pediatrics, Stanford University Bio: Chethan Sarabu MD, FAAP, FAMIA, trained in landscape architecture, pediatrics, and clinical informatics, builds bridges across these fields to design healthier environments and systems. He i...
GWAS in the age of AI (Degui Zhi)
Просмотров 2,9 тыс.Месяц назад
Title: GWAS in the age of AI Presenter: Degui Zhi, Professor and Chair, Department of Bioinformatics and Systems Medicine, UTHealth Houston Abstract: While genome-wide association studies (GWAS) have fueled the amazing genetic discovery in the past 15 years or so, most existing studies were using traditional phenotypes. With deep learning-based AI, it is possible to generate many new phenotypes...
Reflections on AI in (NYC) government (Neal Parikh, Sept. 16 Seminar)
Просмотров 3762 месяца назад
Title: Reflections on AI in (NYC) government Presenter: Neal Parikh, Director of AI for New York City Abstract: AI and machine learning have emerged as increasingly ubiquitous technologies in a wide range of areas in both the private sector and in government. In the past several years, ethical and other policy and governance questions around how and whether to use AI for various tasks have beco...
Prediction of non emergent acute care utilization and cost among patients receiving Medicaid
Просмотров 1066 месяцев назад
Title: Prediction of non emergent acute care utilization and cost among patients receiving Medicaid Presenter: Sadiq Patel, Data Science Team Lead, Waymark; Adjunct Professor, University of Pennsylvania Abstract: Patients receiving Medicaid often experience social risk factors for poor health and limited access to primary care, leading to high utilization of emergency departments and hospitals ...
Temporal Relation Extraction from EMR Clinical Text (and Beyond) (Geurgana Savova)
Просмотров 1276 месяцев назад
Title: Temporal Relation Extraction from EMR Clinical Text (and Beyond) Presenter: Geurgana Savova, Professor and Patricia F. Brennan Chair in the Computational Health Informatics Program (CHIP) at Boston Children’s Hospital and Harvard Medical School Abstract: This talk will focus on the definition of the task of temporal relation extraction from the clinical narrative and computational method...
Who's Tool is it Anyway: Engaging Clinicians and Patients as Experts when Creating Novel ...
Просмотров 897 месяцев назад
Title: Who's Tool is it Anyway: Engaging Clinicians and Patients as Experts when Creating Novel Healthcare Technologies Presenter: Megan Hofmann, PhD, Assistant Professor, Khoury College of Computer Sciences, Northeastern University Abstract: As more complex computing tools work their way into healthcare practice, clinicians and patients become reliant on black boxes that determine their outcom...
Straying from the Path of Totality: Issues Requiring Illumination for Health AI’s Next Phase
Просмотров 6137 месяцев назад
Title: Straying from the Path of Totality: Issues Requiring Illumination for Health AI’s Next Phase Presenter: Laurie Lovett Novak, Associate Professor, Department of Biomedical Informatics, Vanderbilt University Medical Center Abstract: On the day of the 2024 eclipse, Dr. Novak will discuss societal challenges presented by Health AI and its rapid pace of progress. Public engagement, the role o...
Integrating the healthcare ecosystem with algorithm development for accelerated impact
Просмотров 9 тыс.7 месяцев назад
Title: Integrating the healthcare ecosystem with algorithm development for accelerated impact Presenter: Gustavo Stolovitzky, PhD, Adjunct Associate Professor of Systems Biology and Biomedical Informatics Abstract: The breakneck speed at which biology and AI are advancing stands in stark contrast to the sluggish adoption of algorithms into healthcare practices. In this presentation I will argue...
Understanding the Disability Community’s Needs for Communicating with Social and Caregiving Networks
Просмотров 317 месяцев назад
Title: Understanding the Disability Community’s Needs for Communicating with Social and Caregiving Networks Presenter: Rupa S. Valdez, PhD, MS, Professor, Public Health Sciences & Systems and Information Engineering, University of Virginia Abstract: Two empirical studies conducted in partnership with the disability community will be presented. Both studies present an in depth needs assessment t...
How Do We Get There?: Toward Intelligent Behavior Intervention
Просмотров 5187 месяцев назад
Title: How Do We Get There?: Toward Intelligent Behavior Intervention Speaker: Xuhai "Orson" Xu, Postdoctoral Associate, Massachusetts Institute of Technology Abstract: As the intelligence of everyday smart devices continues to evolve, they can already monitor basic health behaviors such as physical activities and heart rates. The vision of an intelligent behavior change intervention pipeline f...
Causal Health Equity - Toward a Taxonomy (Drago Plecko)
Просмотров 8438 месяцев назад
Title: Causal Health Equity - Toward a Taxonomy Presenter: Drago Plecko, Computer Science Department, Columbia University Abstract: The widespread adoption of electronic health records (EHRs) has allowed healthcare providers and health researchers to measure and analyze health disparities across demographic groups, which are known to cause both higher healthcare costs and losses to welfare. A n...
Enhancing Healthcare Decision-Making with AI: Towards Clinically Applicable ... (Shengpu Tang)
Просмотров 4,9 тыс.8 месяцев назад
Title: Enhancing Healthcare Decision-Making with AI: Towards Clinically Applicable Reinforcement Learning Presenter: Shengpu Tang, PhD candidate in Computer Science and Engineering, University of Michigan Abstract: Decisions are everywhere in healthcare, ranging from diagnosis to treatments, to care coordination and resource allocation - and these decisions directly impact patient care and outc...
Learning to Assess Disease and Health In Your Home (Yuzhe Yang)
Просмотров 3608 месяцев назад
Title: Learning to Assess Disease and Health In Your Home Speaker: Yuzhe Yang, PhD Candidate, MIT Abstract: Today’s clinical systems frequently exhibit delayed diagnoses, sporadic patient visits, and unequal access to care. Can we identify chronic diseases earlier, potentially before they manifest clinically? Furthermore, can we bring comprehensive medical assessments into patient’s own homes t...
The Burden of Burden Measurement: Evaluation & Real-World Clinical Application of ... (Elise Ruan)
Просмотров 678 месяцев назад
The Burden of Burden Measurement: Evaluation & Real-World Clinical Application of ... (Elise Ruan)
On Being an Outlier in a World that Worships Optimization (Rua Williams)
Просмотров 1868 месяцев назад
On Being an Outlier in a World that Worships Optimization (Rua Williams)
Helping physicians make sense of medical evidence with LLMs (Byron Wallace)
Просмотров 14 тыс.9 месяцев назад
Helping physicians make sense of medical evidence with LLMs (Byron Wallace)
Translating FDA regulated Software as a Medical Device from Research to Practice (David Vidal)
Просмотров 3839 месяцев назад
Translating FDA regulated Software as a Medical Device from Research to Practice (David Vidal)
Understanding how Neural Networks learn patterns from data (Dec. 4, Adit Radhakrishnan)
Просмотров 1,2 тыс.11 месяцев назад
Understanding how Neural Networks learn patterns from data (Dec. 4, Adit Radhakrishnan)
Healthcare Transformation Using AI/ML - a Use Case in Malnutrition AI Screening Tool (MAST) (H. Cao)
Просмотров 17111 месяцев назад
Healthcare Transformation Using AI/ML - a Use Case in Malnutrition AI Screening Tool (MAST) (H. Cao)
Image-based Primary Open-angle Glaucoma Diagnosis and Prognosis (Yifan Peng)
Просмотров 3411 месяцев назад
Image-based Primary Open-angle Glaucoma Diagnosis and Prognosis (Yifan Peng)
Improving Prediction of 30-day Hospital Readmission for Patients with Heart Failure ... (Joyce Ho)
Просмотров 98Год назад
Improving Prediction of 30-day Hospital Readmission for Patients with Heart Failure ... (Joyce Ho)
Applications of Human-Centered Design to Create Inclusive Health Informatics Interventions
Просмотров 35Год назад
Applications of Human-Centered Design to Create Inclusive Health Informatics Interventions
Radiomics, Radiogenomics, and AI: The Emerging Role of Imaging Biomarkers in Precision Cancer Care
Просмотров 1 тыс.Год назад
Radiomics, Radiogenomics, and AI: The Emerging Role of Imaging Biomarkers in Precision Cancer Care
Machine Learning in Healthcare: standing on, or looking over, the shoulders of clinicians?
Просмотров 63Год назад
Machine Learning in Healthcare: standing on, or looking over, the shoulders of clinicians?
Some mysteries about viruses and cancer
Просмотров 89Год назад
Some mysteries about viruses and cancer
Justice, Equity, Fairness, and Anti-Bias (JustEFAB) ... (Sept. 18, Melissa McCradden)
Просмотров 159Год назад
Justice, Equity, Fairness, and Anti-Bias (JustEFAB) ... (Sept. 18, Melissa McCradden)
#DATABACK: Indigenous Genomic Data Justice for Indigenous Peoples (May 1, Krystal Tsosie/Keolu Fox)
Просмотров 1,1 тыс.Год назад
#DATABACK: Indigenous Genomic Data Justice for Indigenous Peoples (May 1, Krystal Tsosie/Keolu Fox)
Getting Started with AI for Medical Imaging: Exploring CXR Foundation from Google Health AI
Просмотров 102Год назад
Getting Started with AI for Medical Imaging: Exploring CXR Foundation from Google Health AI

Комментарии

  • @junwang8562
    @junwang8562 День назад

    Professor Degui ! Excellent ! 👍

  • @khushpatelmd
    @khushpatelmd Месяц назад

    Very nice talk. Field of defining phenotypes is still understudied and using self-supervised and unsupervised deep learning is the way forward.

  • @Vito-yb1bz
    @Vito-yb1bz 6 месяцев назад

    she is attractive and very sexy young woman! I can't hardly stop and stare. what a site for sore eyes 👀, have a great day!!!! 0:00

  • @Vito-yb1bz
    @Vito-yb1bz 6 месяцев назад

    this girl is a keeper ! Looks good to me! and no stretch marks! ha! ha!

  • @Value_Pilgrim
    @Value_Pilgrim 7 месяцев назад

    @24:44

  • @R0H00
    @R0H00 11 месяцев назад

    It seems these top universities are obsessed with Data science when they themselves are writing that, these models/algorithms won't succeed fully unless take other social-technical/political/behavioral contexts into consideration.

  • @Jabirali-ov2eo
    @Jabirali-ov2eo Год назад

    Cčcccccccçccc

  • @罗广文-i7e
    @罗广文-i7e Год назад

    May I ask how to apply Clinical Data Analysis and Reporting System (CDARS) of HA in HK

  • @towneynewby7185
    @towneynewby7185 Год назад

    Nice thanks for sharing !!! Best YT views provider -> *PromoSM*!!

  • @jasonadelman6436
    @jasonadelman6436 Год назад

    You are amazing 😻

  • @jasonadelman6436
    @jasonadelman6436 Год назад

    🎉

  • @joshoebe
    @joshoebe 2 года назад

    Why are this two women wearing masks? Will they get contaminated in the room they are?

  • @ginasusanaperez1762
    @ginasusanaperez1762 2 года назад

    Great analysis and suggestions. Thank you!

  • @albertlee3554
    @albertlee3554 2 года назад

    Nut.

  • @yechankim951
    @yechankim951 2 года назад

    There are some that say that moments of catharsis emerge from a low point in one's life, "THE ABYSS" in the Hero's Journey™ if you will. I would argue differently, a true catharsis is the result of understanding oneself, irrespective to one's state of life. A famous ancient Chinese philosopher once said "To lose, is to improve". The depth in this simple sentence cannot be understated. His underlying thesis is clear, that the moment of catharsis is defined by the state of understanding that there is a higher attainable state ahead of you. This journey is not a mere march towards a theoretical pinnacle - it is an endless joyful excursion into the unknown of one's own humanity. I attained this nirvana while listening to Tony Sun describe his research. Similar to the way that a Ferrero Roche's bitter hazelnut core is enveloped by layers of crunchy delectable nuts and smooth velvety chocolate, the intricacies of this researcher's ideas cannot be described with mere words. Peals of wisdom ooze from those lusciously juicy lips, caressing my inner heartstrings and synaptic connections with a blanket of jubilant ecstacy. His soothing voice tenderly graces my ears, coating them with cocoa butter kisses and mind-blowing facts about diagnostic patterns in the American Healthcare system. Just like a baby resting in his mother's amniotic fluid, I am immersed and engrossed in being birthed anew. Please do yourself a favor and listen to this video more than once. More than a dozen times. Each time you will delight yourself with new revelations that emerge from Tony's thoughtful words. Become a better version of the person you once hoped to become. Childhood fantasies merge with the present, and once forgotten foolish wishes become a reality. You will attain everything you thought was impossible if you watch this video enough times. P.S. Please subscribe to twitch.tv/lilrich96.

  • @richardgao6801
    @richardgao6801 2 года назад

    One of the best researchers I know!

  • @lilrich9634
    @lilrich9634 2 года назад

    Wow, this research seems great. Excited to see where it goes!

  • @knightmare4321
    @knightmare4321 2 года назад

    what a spiffy young lad

  • @habibmrad8116
    @habibmrad8116 2 года назад

    Good luck Dr. ELIAS 👍

  • @henrygu7188
    @henrygu7188 2 года назад

    good content

  • @jacobokewley5905
    @jacobokewley5905 3 года назад

    Excellent! You have a new subscriber. You should use promosm! It will help you get your videos higher in the search results!

  • @danielhier6892
    @danielhier6892 3 года назад

    There are abundant imporant ideas in this talk. We need to be aware of the cognitive work physicians do. We can de-implement unneeded documentation. We can stop documenting normal findings. Our histories can become terse and meaningful. Our exams short and to the point. Time is wasted creating note bloat, time is wasted reading note bloat. We can and must do better.

  • @thomassinsky3431
    @thomassinsky3431 3 года назад

    I especially liked the "Myth of the Superhero", also the concept of "shallow" v.s. "deep work". "Project Joy" and "Click Busters" sound fantastic. Comments about "Covid rules" freeing up physicians to do physician level work is an important empirical experiment in simplifying documentation and coding requirements.

  • @HealthcareBlockchain
    @HealthcareBlockchain 3 года назад

    Nice job Ginny

  • @KevinJohnson-uf1ni
    @KevinJohnson-uf1ni 3 года назад

    Please leave comments! We want to hear from you!