Algorithmic fairness in artificial intelligence for medicine and healthcare
In healthcare, the development and deployment of insufficiently fair systems of artificial
intelligence (AI) can undermine the delivery of equitable care. Assessments of AI models …
intelligence (AI) can undermine the delivery of equitable care. Assessments of AI models …
Genome-wide association studies
Genome-wide association studies (GWAS) test hundreds of thousands of genetic variants
across many genomes to find those statistically associated with a specific trait or disease …
across many genomes to find those statistically associated with a specific trait or disease …
Mapping genomic loci implicates genes and synaptic biology in schizophrenia
Schizophrenia has a heritability of 60–80%, much of which is attributable to common risk
alleles. Here, in a two-stage genome-wide association study of up to 76,755 individuals with …
alleles. Here, in a two-stage genome-wide association study of up to 76,755 individuals with …
Principles and methods for transferring polygenic risk scores across global populations
Polygenic risk scores (PRSs) summarize the genetic predisposition of a complex human trait
or disease and may become a valuable tool for advancing precision medicine. However …
or disease and may become a valuable tool for advancing precision medicine. However …
Improving polygenic prediction in ancestrally diverse populations
Polygenic risk scores (PRS) have attenuated cross-population predictive performance. As
existing genome-wide association studies (GWAS) have been conducted predominantly in …
existing genome-wide association studies (GWAS) have been conducted predominantly in …
Genetic architecture of the inflammatory bowel diseases across East Asian and European ancestries
Z Liu, R Liu, H Gao, S Jung, X Gao, R Sun, X Liu… - Nature …, 2023 - nature.com
Inflammatory bowel diseases (IBDs) are chronic disorders of the gastrointestinal tract with
the following two subtypes: Crohn's disease (CD) and ulcerative colitis (UC). To date, most …
the following two subtypes: Crohn's disease (CD) and ulcerative colitis (UC). To date, most …
Mapping genomic loci prioritises genes and implicates synaptic biology in schizophrenia
Schizophrenia Working Group of the Psychiatric … - MedRxiv, 2020 - medrxiv.org
Schizophrenia is a psychiatric disorder whose pathophysiology is largely unknown. It has a
heritability of 60-80%, much of which is attributable to common risk alleles, suggesting …
heritability of 60-80%, much of which is attributable to common risk alleles, suggesting …
Polygenic risk scores: from research tools to clinical instruments
Genome-wide association studies have shown unequivocally that common complex
disorders have a polygenic genetic architecture and have enabled researchers to identify …
disorders have a polygenic genetic architecture and have enabled researchers to identify …
Trans-ethnic and ancestry-specific blood-cell genetics in 746,667 individuals from 5 global populations
Most loci identified by GWASs have been found in populations of European ancestry (EUR).
In trans-ethnic meta-analyses for 15 hematological traits in 746,667 participants, including …
In trans-ethnic meta-analyses for 15 hematological traits in 746,667 participants, including …
Shared mechanisms across the major psychiatric and neurodegenerative diseases
Several common psychiatric and neurodegenerative diseases share epidemiologic risk;
however, whether they share pathophysiology is unclear and is the focus of our …
however, whether they share pathophysiology is unclear and is the focus of our …