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Research · Ann Arbor

What research is done in Ann Arbor?

Papers authored at Ann Arbor's institutions — University of Michigan, University of Michigan–Ann Arbor, Michigan Medicine — with the Prism stance layer.

Summary

Research is a city-defining engine: the available slice contains 18900 papers, led by University of Michigan at 10978. Children's Health is the strongest named growth area at 143, with women's health, machine learning and mental health also prominent.

WATCH Watch whether machine learning and health research keep producing fundable companies.
Research outlook for Ann Arbor

What the papers — written in the city and about it — point to, split by the Prism stance layer: work that reads promising versus work that flags problems or urges caution.

Opportunities the research points to
Children's Health · 143Women's Health · 132Machine Learning · 124Healthcare · 103Mental Health · 86COVID-19 · 76Neuroscience · 72Breast Cancer · 70Men's Health · 61Robotics · 55MathML · 52Research · 52
Concerns the research raises
Healthcare · 222Women's Health · 161COVID-19 · 123Children's Health · 118Mental Health · 80Research · 74Patients' Health · 68Education · 57Health · 48Public Health · 44Patient Care · 38Artificial Intelligence · 34

counts = papers carrying the theme · concerns merge cautionary, critical and problem-identifying work

Institutions
Orientation
Output by year (sample)
2026: 51820172026518
Opportunities (promising + breakthrough)
Children's Health · 143Women's Health · 132Machine Learning · 124Healthcare · 103Mental Health · 86COVID-19 · 76Neuroscience · 72Breast Cancer · 70Men's Health · 61Robotics · 55MathML · 52Research · 52
Cautions (cautionary + critical)
Healthcare · 58Women's Health · 51Children's Health · 39COVID-19 · 33Men's Health · 28Patients' Health · 27Climate Change · 25Health · 17Education · 17Breast Cancer · 15Mental Health · 15Prostate Cancer · 13
Problems flagged
Healthcare · 164Women's Health · 110COVID-19 · 90Children's Health · 79Research · 74Mental Health · 65Public Health · 44Patients' Health · 41Education · 40Patient Care · 38Artificial Intelligence · 34Health · 31
Top research topics
Health disparities and outcomes · 242Stellar, planetary, and galactic studies · 208Astro and Planetary Science · 202Ionosphere and magnetosphere dynamics · 176Cancer Genomics and Diagnostics · 175Solar and Space Plasma Dynamics · 171Astronomy and Astrophysical Research · 170Health Systems, Economic Evaluations, Quality of Life · 164Galaxies: Formation, Evolution, Phenomena · 161Healthcare Policy and Management · 160Epigenetics and DNA Methylation · 155Dementia and Cognitive Impairment Research · 144
Most-cited work
PaperYearCitedOrientation
Pathophysiology, Transmission, Diagnosis, and Treatment of Coronavirus Disease 2019 (COVID-19)20204760Problem Identifying
Tisagenlecleucel in Adult Relapsed or Refractory Diffuse Large B-Cell Lymphoma20183936Promising
Periodontitis: Consensus report of workgroup 2 of the 2017 World Workshop on the Classification of…20183072Breakthrough
Surviving Sepsis Campaign: International Guidelines for Management of Sepsis and Septic Shock 202120212612Cautionary
Journal article reporting standards for qualitative primary, qualitative meta-analytic, and mixed methods…20182088Breakthrough
The ENCODE Blacklist: Identification of Problematic Regions of the Genome20191991Breakthrough
Incidence and Trends of Sepsis in US Hospitals Using Clinical vs Claims Data, 2009-201420171831Comparative
Targeting potential drivers of COVID-19: Neutrophil extracellular traps20201572Critical
Mind the Hype: A Critical Evaluation and Prescriptive Agenda for Research on Mindfulness and Meditation20171464Problem Identifying
Nutrition Therapy for Adults With Diabetes or Prediabetes: A Consensus Report20191390Descriptive
Interoception and Mental Health: A Roadmap20171388Descriptive
Non–Small Cell Lung Cancer, Version 5.2017, NCCN Clinical Practice Guidelines in Oncology20171322Descriptive
Cysteine depletion induces pancreatic tumor ferroptosis in mice20201218Breakthrough
Antibody-dependent enhancement of severe dengue disease in humans20171180Cautionary
A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications20211110Comparative

figures marked ≈ are scaled estimates from a partial sample · Prism stance layer over 2017+ papers

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