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Machine Learning, Data Topology, and Biomedical Datasets – The Krishnaswamy Lab

July 21, 2026

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Research at a Glance

Molecular Omics | September 2026
How Cell State Shapes KRAS Mutation Effects in Pancreatic Cancer
This study shows that in pancreatic cancer cells, a cell's baseline state—not which KRAS mutation it carries—drives its molecular behavior.
Full Summary
Substance Use Research and Treatment | August 2026
Naloxone in Schools: What a National Survey Found
This study shows that while 90% of U.S. schools stock naloxone (an opioid overdose reversal medication), most restrict access and rarely train students to use it.
Full Summary
Nature | July 2026
Genetic Background Shapes Cancer Evolution and Tumor Progression
This study investigates how genetic background affects cancer evolution, showing that inherited genetic differences shape tumor growth, driver mutations, and genome instability in mice, with implications for personalized cancer research.
Full Summary

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The Fundamentals

Yale Medicine Magazine was originally established in the 1950s as the medical school's alumni bulletin. Its articles cover discoveries in biomedicine, clinical advances, new ways of training tomorrow’s doctors, and the evolution of medicine and healthcare.

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Cultivating HPV to Improve Vaccine Development

Risk Score May Help Inform Screening Decisions for Patients with Steatotic Liver Disease

New AI Tool Detects Widely Underdiagnosed Heart Condition

Enhancing CAR-T Therapy: From Cancer to Autoimmune Diseases

Inside Yale's Thoracic Anesthesiology Fellowship

Machine Learning, Data Topology, and Biomedical Datasets – The Krishnaswamy Lab

Latest

Hidden Part of the Brain Controls How We Prepare for Uncertainties

Shining a Light on Autistic Girls and Women

How Your Brain Keeps Learning While You Rest

‘A Strong Future for Pediatric Medicine’—A Q&A with Tara Henderson

Research at a Glance

Blood-Based Circulating DNA Testing Maps Metastatic Breast Cancer

How Cell State Shapes KRAS Mutation Effects in Pancreatic Cancer

Naloxone in Schools: What a National Survey Found

Genetic Background Shapes Cancer Evolution and Tumor Progression

YSM In the News

What is ovarian aging?

How Drinking Affects Your Dementia Risk

The End of Insulin Injections? How Scientists Are Making Medicine Needle-Free

The Fundamentals

In this issue

Exploring Michael Crichton and His Impact on Public Perceptions of Science

Students Find Opportunity and Community at the ‘Yale Journal of Biology and Medicine’

Events

The 34th Annual Scientific Vendor Expo

Yale Cytoskeleton Seminar Series: "DNA origami nanomechanical tools for studying force-dependent protein structure and function" and "Adhesion and Its Active Entanglement with Contractility in Immune Cells"

Yale Program for Medicine, Spirituality, and Religion

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News

Top Stories

Cultivating HPV to Improve Vaccine Development

Risk Score May Help Inform Screening Decisions for Patients with Steatotic Liver Disease

New AI Tool Detects Widely Underdiagnosed Heart Condition

Enhancing CAR-T Therapy: From Cancer to Autoimmune Diseases

Inside Yale's Thoracic Anesthesiology Fellowship

Machine Learning, Data Topology, and Biomedical Datasets – The Krishnaswamy Lab

Latest

Hidden Part of the Brain Controls How We Prepare for Uncertainties

Shining a Light on Autistic Girls and Women

How Your Brain Keeps Learning While You Rest

‘A Strong Future for Pediatric Medicine’—A Q&A with Tara Henderson

Most Read

How to Reverse Insulin Resistance

Can Type 2 Diabetes Be Reversed?

A Two-Pronged Vaccine Approach to Prevent Genital Herpes

Behind the Smoke: Unmasking the Link Between Cannabis and Schizophrenia

“The Last of Us” Apocalypse Is Not Realistic, But Rising Threat of Fungal Pathogens Is

Research at a Glance

Blood-Based Circulating DNA Testing Maps Metastatic Breast Cancer

How Cell State Shapes KRAS Mutation Effects in Pancreatic Cancer

Naloxone in Schools: What a National Survey Found

Genetic Background Shapes Cancer Evolution and Tumor Progression

YSM In the News

What is ovarian aging?

How Drinking Affects Your Dementia Risk

The End of Insulin Injections? How Scientists Are Making Medicine Needle-Free

The Fundamentals

In this issue

Exploring Michael Crichton and His Impact on Public Perceptions of Science

Students Find Opportunity and Community at the ‘Yale Journal of Biology and Medicine’

Events

The 34th Annual Scientific Vendor Expo

Yale Cytoskeleton Seminar Series: "DNA origami nanomechanical tools for studying force-dependent protein structure and function" and "Adhesion and Its Active Entanglement with Contractility in Immune Cells"

Yale Program for Medicine, Spirituality, and Religion

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