Predict, diagnose, and treat chronic kidney disease with machine learning: a systematic literature review
F Sanmarchi, C Fanconi, D Golinelli, D Gori… - Journal of …, 2023 - Springer
Objectives In this systematic review we aimed at assessing how artificial intelligence (AI),
including machine learning (ML) techniques have been deployed to predict, diagnose, and …
including machine learning (ML) techniques have been deployed to predict, diagnose, and …
Genome-wide polygenic score to predict chronic kidney disease across ancestries
Chronic kidney disease (CKD) is a common complex condition associated with high
morbidity and mortality. Polygenic prediction could enhance CKD screening and prevention; …
morbidity and mortality. Polygenic prediction could enhance CKD screening and prevention; …
Early detection of pancreatic cancer: applying artificial intelligence to electronic health records
BJ Kenner, ND Abrams, ST Chari, BF Field… - Pancreas, 2021 - journals.lww.com
The potential of artificial intelligence (AI) applied to clinical data from electronic health
records (EHRs) to improve early detection for pancreatic and other cancers remains …
records (EHRs) to improve early detection for pancreatic and other cancers remains …
[HTML][HTML] Genetics in chronic kidney disease: conclusions from a Kidney Disease: Improving Global Outcomes (KDIGO) controversies conference
A Köttgen, E Cornec-Le Gall, J Halbritter, K Kiryluk… - Kidney international, 2022 - Elsevier
Numerous genes for monogenic kidney diseases with classical patterns of inheritance, as
well as genes for complex kidney diseases that manifest in combination with environmental …
well as genes for complex kidney diseases that manifest in combination with environmental …
Polygenic risk alters the penetrance of monogenic kidney disease
Chronic kidney disease (CKD) is determined by an interplay of monogenic, polygenic, and
environmental risks. Autosomal dominant polycystic kidney disease (ADPKD) and COL4A …
environmental risks. Autosomal dominant polycystic kidney disease (ADPKD) and COL4A …
Genetic regulation of serum IgA levels and susceptibility to common immune, infectious, kidney, and cardio-metabolic traits
Immunoglobulin A (IgA) mediates mucosal responses to food antigens and the intestinal
microbiome and is involved in susceptibility to mucosal pathogens, celiac disease …
microbiome and is involved in susceptibility to mucosal pathogens, celiac disease …
Predicting Race And Ethnicity To Ensure Equitable Algorithms For Health Care Decision Making: Commentary examines the need for accurate race and ethnicity data …
Algorithms are currently used to assist in a wide array of health care decisions. Despite the
general utility of these health care algorithms, there is growing recognition that they may …
general utility of these health care algorithms, there is growing recognition that they may …
Cell-subtype specific effects of genetic variation in the aging and Alzheimer cortex
The relationship between genetic variation and gene expression in individual brain cell
types and subtypes has remained elusive. Here, we generated single-nucleus RNA …
types and subtypes has remained elusive. Here, we generated single-nucleus RNA …
Beyond the kidney biopsy: genomic approach to undetermined kidney diseases
T Robert, L Raymond, M Dancer, J Torrents… - Clinical Kidney …, 2024 - academic.oup.com
Background According to data from large national registries, almost 20%–25% of patients
with end-stage kidney disease have an undetermined kidney disease (UKD). Recent data …
with end-stage kidney disease have an undetermined kidney disease (UKD). Recent data …
Genetics of kidney disease: the unexpected role of rare disorders
MD Elliott, HM Rasouly… - Annual Review of Medicine, 2023 - annualreviews.org
Hundreds of different genetic causes of chronic kidney disease are now recognized, and
while individually rare, taken together they are significant contributors to both adult and …
while individually rare, taken together they are significant contributors to both adult and …