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Research · Los Angeles

What research is done in Los Angeles?

Papers authored at Los Angeles's institutions — University of California, Los Angeles, University of Southern California, Cedars-Sinai Medical Center — with the Prism stance layer.

Summary

Research is deep, concentrated and strongly medical. UCLA contributes 13212 papers and USC 9502, with Cedars-Sinai and several medical centers extending the network; machine learning leads the identified opportunity areas at 233.

WATCH Watch whether machine learning translates into stronger health and child-focused work.
Research outlook for Los Angeles

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
Machine Learning · 233Children's Health · 202Neuroscience · 197Women's Health · 191Healthcare · 158Mental Health · 138Breast Cancer · 131Men's Health · 122Deep Learning · 110COVID-19 · 102Alzheimer's Disease · 100Artificial Intelligence · 96
Concerns the research raises
Healthcare · 249Women's Health · 222Children's Health · 184COVID-19 · 166Mental Health · 117Research · 72Patients' Health · 66Public Health · 57HIV · 46Patient Care · 43Education · 41Men's Health · 40

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

Institutions
Orientation
Output by year (sample)
2026: 66920172026669
Opportunities (promising + breakthrough)
Machine Learning · 233Children's Health · 202Neuroscience · 197Women's Health · 191Healthcare · 158Mental Health · 135Breast Cancer · 131Men's Health · 122Deep Learning · 110Alzheimer's Disease · 100Artificial Intelligence · 96COVID-19 · 95
Cautions (cautionary + critical)
Women's Health · 85Children's Health · 79Healthcare · 53COVID-19 · 50Men's Health · 40Mental Health · 32Breast Cancer · 32Climate Change · 29Artificial Intelligence · 26Patients' Health · 23Machine Learning · 21Research · 21
Problems flagged
Healthcare · 196Women's Health · 134COVID-19 · 106Children's Health · 105Mental Health · 80Research · 51Public Health · 47HIV · 46Patient Care · 43Patients' Health · 43Education · 41Cancer · 40
Top research topics
Ionosphere and magnetosphere dynamics · 334Epigenetics and DNA Methylation · 277Dementia and Cognitive Impairment Research · 272Cancer Immunotherapy and Biomarkers · 271Cancer Genomics and Diagnostics · 259Health disparities and outcomes · 252Solar and Space Plasma Dynamics · 251Functional Brain Connectivity Studies · 246Genetic Associations and Epidemiology · 223Neural dynamics and brain function · 222Liver Disease Diagnosis and Treatment · 214Health Systems, Economic Evaluations, Quality of Life · 213
Most-cited work
PaperYearCitedOrientation
Posterior Summarization in Bayesian Phylogenetics Using Tracer 1.7201810878Breakthrough
Attention Is All You Need20256510Breakthrough
Pembrolizumab plus Chemotherapy in Metastatic Non–Small-Cell Lung Cancer20186460Promising
Maftools: efficient and comprehensive analysis of somatic variants in cancer20185307Breakthrough
Cardiovascular and Renal Outcomes with Empagliflozin in Heart Failure20204820Descriptive
AASLD guidelines for the treatment of hepatocellular carcinoma20174115Critical
Colorectal cancer statistics, 201720173861Descriptive
An epigenetic biomarker of aging for lifespan and healthspan20183364Breakthrough
Pembrolizumab as Second-Line Therapy for Advanced Urothelial Carcinoma20173353Promising
An Introduction to Statistical Learning: with Applications in R20182989Descriptive
InterPro in 202220222492Promising
DNA methylation GrimAge strongly predicts lifespan and healthspan20192454Breakthrough
Global estimates of mortality associated with long-term exposure to outdoor fine particulate matter20182352Critical
The Rise of the Sharing Economy: Estimating the Impact of Airbnb on the Hotel Industry20172091Descriptive
Journal article reporting standards for qualitative primary, qualitative meta-analytic, and mixed methods…20182088Breakthrough

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

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