We are delighted to bring together experts in New York City to explore AI-driven advancements in diagnosing and managing Primary Immunodeficiencies and Inborn Errors of Immunity. The agenda below outlines the full schedule, including session times and topics for each day.
Wednesday, March 19th
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- Registration
- –
- Welcome and Introduction
AIPI scientific committee and JMF
- –
- Keynote: Historical Perspective & Future Vision
Charlotte Cunningham-Rundles
- –
- Kick-off Dinner
Thursday, March 20th
- –
- Breakfast & Registration
- –
- Welcome & Brief Remarks
- –
- Keynote: From Cells to Communities
Harnessing Data and AI for Holistic Health Impact. Rumi Chunara
- –
- A Discovery Drive: Mapping Patient ManifestationsModerator(s): Pere Soler-Palacín
- An AI-based Learning Health System for PI Patients. Nicholas Rider
- The Weight of Experts: Updating Screening Warning Signs. Jacques G. Rivière
- USIDNET captures disease-specific phenotypes. Kathleen Sullivan
- Deploying algorithms for early diagnosis of IEIs across multiple institutions. Manish Butte
- –
- Lightning Abstract SessionModerator(s): Manish Butte
- Machine learning clustering on enriched ICD codes can evaluate patterns within IEI subpopulations. Alexandra K. Martinson (8min Talk/2min Q&A)
- Machine learning-assisted diagnosis classification of patients with primary immune dysregulation. Malte Schwitzkowski (8min Talk/2min Q&A)
- Informative confounders improve prediction of CVID. Rachel Mester (8min Talk/2min Q&A)
- –
- Lunch
- –
- Epidemiology & Health DisparitiesModerator(s): Helen Leavis
- Addressing racial and ethnic biases in EHR data. Seugnwon Lee
- Groundbreaking social determinants of health metric & a digital biomarker in clinical care and research. Chung Wi
- Stepwise loss of capture of ethnic and racial minority patients with IEI resulting in worse clinical outcomes. Jocelyn Farmer
- Translating rare disease patterns into the language of the EHR. Lisa Bastarache
- –
- Coffee Break
- –
- Industry Lightning RoundModerator(s): Charlotte Cunningham-Rundles and Jordan Orange
- Session Intro: Drs. Orange and Cunningham-Rundles (15-20mins)
- Pfizer Spotlight: Dr. Ahsan Huda (30mins)
- Industry Panel Discussion
- –
- Poster Session & Networking
Light Refreshment, Drinks
- –
- Dinner
Friday, March 21st
- –
- Breakfast
- –
- LLMs & Special ApproachesModerator(s): Nicolas Garcelon
- LLMs and AI Agents will replace classic EMRs – what researchers should be looking at. Sidharth Ramesh
- Extracting Knowledge from Scientific Texts on Patient-Derived Cancer Models Using Large Language Models. Guergana Savova
- Scratching the Surface of the Potential for LLMs for Clinical NLP. Kirk Roberts
- Large Foundation Model Development and Adaptation for Scientific Hypothesis Generation. Dawei Zhou (Virtual)
- –
- Coffee Break
- –
- AI by Patient OrganizationsModerator(s): Despina Moshous
- Modell Mind: From Global Data to Life-Changing PI Insights. JMF
- AI for PI (a community focus): Promising Frontiers and Necessary Guardrails. IDF
- Patients Centered AI: Current Opportunities & Prospective Projects. IPOPI
- –
- Lightning AbstractsModerator(s): Manish Butte
- Application of LLMs to PI patient clinical notes for differential diagnosis formulation. Elena Hsieh
- Mapping disease-genotype-phenotype interactions in PIRD via knowledge extraction. Liangying Liu
- Evaluating clustering and rules-based methods to improve ICD-derived EHR condition quantification. Aaron Chin (8min Talk/2min Q&A)
- –
- Lunch
- –
- OmicsModerator(s): Xiao Peng
- Multiomics to characterize rare disease. Bogdan Pasanuic
- Machine learning-assisted diagnosis classification of patients with primary immune dysregulation using IDDA2.1 phenotype profiling – an ESID registry study. Marcus Seidel
- HPO & GA4GH Phenopackets: Algorithms for Characterization of Genotype-Phenotype Correlations and Precision Stratification. Peter Robinson
- –
- Coffee Break
- –
- ImplementationModerator(s): Jacques G. Rivière & Nicholas Rider
- Implementation Science: What it is, and why it is important for the early detection and treatment of Primary Immunodeficiency. Justin Moore
- Scaling Digital Health: Implementation Science Insights from Catalonia's National Health System. Jordi Piera
- Applying human factors to optimize clinician performance in primary immunodeficiency. Sarah Parker
- Closing Remarks
Saturday, March 22nd
- –
- Wrap-Up Breakfast
Wednesday, March 19th
- –
- Registration
- –
- Welcome and Introduction
AIPI scientific committee and JMF
- –
- Keynote: Historical Perspective & Future Vision
Charlotte Cunningham-Rundles
- –
- Kick-off Dinner
Thursday, March 20th
- –
- Breakfast & Registration
- –
- Welcome & Brief Remarks
- –
- Keynote: From Cells to Communities
Harnessing Data and AI for Holistic Health Impact. Rumi Chunara
- –
- A Discovery Drive: Mapping Patient ManifestationsModerator(s): Pere Soler-Palacín
- An AI-based Learning Health System for PI Patients. Nicholas Rider
- The Weight of Experts: Updating Screening Warning Signs. Jacques G. Rivière
- USIDNET captures disease-specific phenotypes. Kathleen Sullivan
- Deploying algorithms for early diagnosis of IEIs across multiple institutions. Manish Butte
- –
- Lightning Abstract SessionModerator(s): Manish Butte
- Machine learning clustering on enriched ICD codes can evaluate patterns within IEI subpopulations. Alexandra K. Martinson (8min Talk/2min Q&A)
- Machine learning-assisted diagnosis classification of patients with primary immune dysregulation. Malte Schwitzkowski (8min Talk/2min Q&A)
- Informative confounders improve prediction of CVID. Rachel Mester (8min Talk/2min Q&A)
- –
- Lunch
- –
- Epidemiology & Health DisparitiesModerator(s): Helen Leavis
- Addressing racial and ethnic biases in EHR data. Seugnwon Lee
- Groundbreaking social determinants of health metric & a digital biomarker in clinical care and research. Chung Wi
- Stepwise loss of capture of ethnic and racial minority patients with IEI resulting in worse clinical outcomes. Jocelyn Farmer
- Translating rare disease patterns into the language of the EHR. Lisa Bastarache
- –
- Coffee Break
- –
- Industry Lightning RoundModerator(s): Charlotte Cunningham-Rundles and Jordan Orange
- Session Intro: Drs. Orange and Cunningham-Rundles (15-20mins)
- Pfizer Spotlight: Dr. Ahsan Huda (30mins)
- Industry Panel Discussion
- –
- Poster Session & Networking
Light Refreshment, Drinks
- –
- Dinner
Friday, March 21st
- –
- Breakfast
- –
- LLMs & Special ApproachesModerator(s): Nicolas Garcelon
- LLMs and AI Agents will replace classic EMRs – what researchers should be looking at. Sidharth Ramesh
- Extracting Knowledge from Scientific Texts on Patient-Derived Cancer Models Using Large Language Models. Guergana Savova
- Scratching the Surface of the Potential for LLMs for Clinical NLP. Kirk Roberts
- Large Foundation Model Development and Adaptation for Scientific Hypothesis Generation. Dawei Zhou (Virtual)
- –
- Coffee Break
- –
- AI by Patient OrganizationsModerator(s): Despina Moshous
- Modell Mind: From Global Data to Life-Changing PI Insights. JMF
- AI for PI (a community focus): Promising Frontiers and Necessary Guardrails. IDF
- Patients Centered AI: Current Opportunities & Prospective Projects. IPOPI
- –
- Lightning AbstractsModerator(s): Manish Butte
- Application of LLMs to PI patient clinical notes for differential diagnosis formulation. Elena Hsieh
- Mapping disease-genotype-phenotype interactions in PIRD via knowledge extraction. Liangying Liu
- Evaluating clustering and rules-based methods to improve ICD-derived EHR condition quantification. Aaron Chin (8min Talk/2min Q&A)
- –
- Lunch
- –
- OmicsModerator(s): Xiao Peng
- Multiomics to characterize rare disease. Bogdan Pasanuic
- Machine learning-assisted diagnosis classification of patients with primary immune dysregulation using IDDA2.1 phenotype profiling – an ESID registry study. Marcus Seidel
- HPO & GA4GH Phenopackets: Algorithms for Characterization of Genotype-Phenotype Correlations and Precision Stratification. Peter Robinson
- –
- Coffee Break
- –
- ImplementationModerator(s): Jacques G. Rivière & Nicholas Rider
- Implementation Science: What it is, and why it is important for the early detection and treatment of Primary Immunodeficiency. Justin Moore
- Scaling Digital Health: Implementation Science Insights from Catalonia's National Health System. Jordi Piera
- Applying human factors to optimize clinician performance in primary immunodeficiency. Sarah Parker
- Closing Remarks
Saturday, March 22nd
- –
- Wrap-Up Breakfast
