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Decoding Women’s Health Across Life’s Most Dynamic Transitions

We develop computational biology and AI approaches to understand fertility, pregnancy, lactation, and long-term women’s health.

Our Research

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Bringing Algorithmic Precision to Women’s Health

We develop computational and AI approaches to bring greater precision to women’s health. By studying fertility, pregnancy, lactation, and long-term health as connected biological transitions, we uncover dynamic patterns that can inform prediction, mechanism, and prevention. From Code to Care.

Fertility.
Understanding the biology that shapes reproductive success

Fertility emerges from dynamic interactions among the reproductive tract, microbiome, immune system, metabolism and more. We use longitudinal and multi-omic data to study these systems around conception and assisted reproduction, with the goal of identifying biological states associated with implantation and early pregnancy.

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Pregnancy.  
Decoding  trajectories before complications become visible

Pregnancy reshapes vascular, immune, metabolic, and molecular systems. We develop computational and AI approaches to detect early deviations from healthy pregnancy trajectories, combining multi-omics, clinical data, and retinal imaging to understand the biology underlying adverse pregnancy outcomes.

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Lactation.
Using human milk to reveal mammary gland biology

Lactation is the functional expression of a mammary gland programmed throughout pregnancy. We study human milk as a non-invasive window into mammary gland biology and as a dynamic interface connecting maternal nutrition and physiology with infant growth, development, and the early-life microbiome.klkl;sl;

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Fertility.
Understanding the biology that shapes reproductive success

Fertility emerges from dynamic interactions among the reproductive tract, microbiome, immune system, metabolism and more. We use longitudinal and multi-omic data to study these systems around conception and assisted reproduction, with the goal of identifying biological states associated with implantation and early pregnancy.

Learn More

Pregnancy.  
Decoding  trajectories before complications become visible

Pregnancy reshapes vascular, immune, metabolic, and molecular systems. We develop computational and AI approaches to detect early deviations from healthy pregnancy trajectories, combining multi-omics, clinical data, and retinal imaging to understand the biology underlying adverse pregnancy outcomes.

Learn More

Lactation.
Using human milk to reveal mammary gland biology

Lactation is the functional expression of a mammary gland programmed throughout pregnancy. We study human milk as a non-invasive window into mammary gland biology and as a dynamic interface connecting maternal nutrition and physiology with infant growth, development, and the early-life microbiome.klkl;sl;

Learn More

Long-Term
Women's Health                                  

Pregnancy and lactation can reveal important information about a woman’s future cardiovascular and metabolic health. We study how vascular, metabolic, molecular, and microbial signatures across these transitions relate to longer-term disease trajectories and opportunities for earlier prevention.

Connecting Biology Across The Life Course

Fertility, pregnancy, lactation, and later health are connected biological transitions rather than isolated events. We study how vascular, immune, metabolic, microbial, and molecular systems are reprogrammed across these stages - and how one stage shapes the next.
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Long-Term
Women's Health                                  

Pregnancy and lactation can reveal important information about a woman’s future cardiovascular and metabolic health. We study how vascular, metabolic, molecular, and microbial signatures across these transitions relate to longer-term disease trajectories and opportunities for earlier prevention.

Connecting Biology Across The Life Course

Fertility, pregnancy, lactation, and later health are connected biological transitions rather than isolated events. We study how vascular, immune, metabolic, microbial, and molecular systems are reprogrammed across these stages - and how one stage shapes the next.
‍

From Code To Care: Technology development & Clinical Translation

Step 01

Multimodal Data Collection

  • Retinal Vasculature
  • Microbiome
  • Metabolome
  • Proteome
  • Immunome
Time point 1Time point T
Step 02

Technology Development

Models & AI
Software
  • Mathematical models
  • Artificial intelligence
  • Multimodal data integration
  • End-to-end software
Step 03

Implementation Research & Regulatory pathway

1Prospective validation
2Regulatory pathway

Featured Projects

Visionary AI

Seeing pregnancy risk before
symptoms emerge

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Pregnancy Multi-omics

From molecular trajectories to
mechanism

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Human Milk & Mammary Biology

A window into the lactating
mammary gland

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News and Announcements