2,947 results found
    1. Ecology

    Both prey and predator features predict the individual predation risk and survival of schooling prey

    Jolle Wolter Jolles, Matthew MG Sosna ... Iain D Couzin
    Detailed tracking of live predators attacking live schools of prey reveals the crucial interplay between predator attack strategy and prey behaviour and positioning in determining the predation risk within mobile animal groups.
    1. Epidemiology and Global Health
    2. Microbiology and Infectious Disease

    Derivation and external validation of clinical prediction rules identifying children at risk of linear growth faltering

    Sharia M Ahmed, Ben J Brintz ... Daniel T Leung
    Clinical prediction rules could help identify children at risk of slowed growth after an episode of diarrheal illness, and these rules may be generalizable to all children, regardless of diarrhea status.
    1. Epidemiology and Global Health

    Prediction of type 2 diabetes mellitus onset using logistic regression-based scorecards

    Yochai Edlitz, Eran Segal
    Computational methods were used to develop accurate manual scorecards for early detection of participants at risk of type 2 diabetes based on the UK Biobank database.
    1. Epidemiology and Global Health

    Prediction of diabetic kidney disease risk using machine learning models: A population-based cohort study of Asian adults

    Charumathi Sabanayagam, Feng He ... Ching Yu Cheng
    Integrating machine learning (ML) models with selected features improved the prediction accuracy of diabetic kidney disease compared to traditional logistic regression models using established features, revealing potential new markers and supporting the use of ML techniques in epidemiological studies.
    1. Cancer Biology
    2. Genetics and Genomics

    Risk Modeling: Predicting cancer risk based on family history

    Michelle F Jacobs
    A new software package provides more accurate cancer risk prediction profiles and has the ability to integrate more genes and cancer types in the future.
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    1. Epidemiology and Global Health
    2. Genetics and Genomics

    Polygenic risk scores for the prediction of common cancers in East Asians: A population-based prospective cohort study

    Peh Joo Ho, Iain BeeHuat Tan ... Jingmei Li
    Site-specific polygenic risk scores can stratify the risk of developing breast, prostate, and colorectal cancers in this East Asian population.
    1. Medicine
    2. Microbiology and Infectious Disease

    Early prediction of level-of-care requirements in patients with COVID-19

    Boran Hao, Shahabeddin Sotudian ... Ioannis Ch Paschalidis
    Using data for 2566 COVID-19 patients from five hospitals, models are developed to predict for each patient hospitalization and critical care needs, based on demographics, comorbidities, medications, and laboratory findings.
    1. Computational and Systems Biology
    2. Medicine

    Development and evaluation of a machine learning-based in-hospital COVID-19 disease outcome predictor (CODOP): A multicontinental retrospective study

    Riku Klén, Disha Purohit ... David Gómez-Varela
    The generalizability of CODOP in distinct world regions and its flexibility to reckon with the changing availability of hospital resources makes it a clinically useful tool potentially improving the outcome prediction and the management of COVID-19 hospitalized patients.
    1. Medicine

    Development and validation of a nomogram to better predict hypertension based on a 10-year retrospective cohort study in China

    Xinna Deng, Huiqing Hou ... Haijiang Wu
    A developed and validated nomogram better predicts the risk of hypertension based on a 10-year retrospective cohort study in China.
    1. Evolutionary Biology

    The population genetics of collateral resistance and sensitivity

    Sarah M Ardell, Sergey Kryazhimskiy
    A theoretical model that considers the diversity of collateral effects among drug resistance mutations provides insights into the development of robust sequential antibiotic treatments.

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