AIMC Topic: Severity of Illness Index
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Artificial intelligence to predict individualized outcome of acute ischemic stroke patients: The SIBILLA project.
European stroke journal
May 22, 2024
INTRODUCTION: Formulating reliable prognosis for ischemic stroke patients remains a challenging task. We aimed to develop an artificial intelligence model able to formulate in the first 24 h after stroke an individualized prognosis in terms of NIHSS.
The determination of mastitis severity at 4-level using Milk physical properties: A deep learning approach via MLP and evaluation at different SCC thresholds.
Research in veterinary science
May 21, 2024
Current research aims to generate an alternative model to classical methods in the determination of subclinical mastitis at 4 levels (healthy, suspicious, subclinical, and clinical). For this purpose, multilayer perceptron (MLP) artificial neural net...
Smart diabetic foot ulcer scoring system.
Scientific reports
May 21, 2024
Current assessment methods for diabetic foot ulcers (DFUs) lack objectivity and consistency, posing a significant risk to diabetes patients, including the potential for amputations, highlighting the urgent need for improved diagnostic tools and care ...
Can artificial intelligence help ED nurses more accurately triage patients?
Nursing
May 17, 2024
The Emergency Severity Index (ESI) is the most popular tool used to triage patients in the US and abroad. Evidence has shown that ESI has its limitations in correctly assigning acuity. To address this, AI can be incorporated into the triage process, ...
Artificial Intelligence-Enabled Quantitative Coronary Plaque and Hemodynamic Analysis for Predicting Acute Coronary Syndrome.
JACC. Cardiovascular imaging
May 15, 2024
BACKGROUND: A lesion-level risk prediction for acute coronary syndrome (ACS) needs better characterization.
Coronary Circulation
Rupture, Spontaneous
Multidetector Computed Tomography
Plaque, Atherosclerotic
Computed Tomography Angiography
Hemodynamics
Time Factors
Predictive Value of Tests
Coronary Angiography
Radiographic Image Interpretation, Computer-Assisted
Coronary Artery Disease
Acute Coronary Syndrome
Coronary Vessels
Male
Middle Aged
Humans
Risk Assessment
Artificial Intelligence
Severity of Illness Index
Prognosis
Reproducibility of Results
Female
Risk Factors
Aged
Algorithms for predicting COVID outcome using ready-to-use laboratorial and clinical data.
Frontiers in public health
May 14, 2024
The pandemic caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is an emerging crisis affecting the public health system. The clinical features of COVID-19 can range from an asymptomatic state to acute respiratory syndrome and mul...
Advancing intrauterine adhesion severity prediction: Integrative machine learning approach with hysteroscopic cold knife system, clinical characteristics and hematological parameters.
Computers in biology and medicine
May 13, 2024
Intrauterine Adhesion (IUA) constitute a significant determinant impacting female fertility, potentially leading to infertility, miscarriage, menstrual irregularities, and placental complications. The precise assessment of the severity of IUA is pivo...
Machine learning-based bioimpedance assessment of knee osteoarthritis severity.
Biomedical physics & engineering express
May 10, 2024
This study proposes a multiclass model to classify the severity of knee osteoarthritis (KOA) using bioimpedance measurements. The experimental setup considered three types of measurements using eight electrodes: global impedance with adjacent pattern...
RSV Severe Infection Risk Stratification in a French 5-Year Birth Cohort Using Machine-learning.
The Pediatric infectious disease journal
May 7, 2024
BACKGROUND: Respiratory syncytial virus (RSV) poses a substantial threat to infants, often leading to challenges in hospital capacity. With recent pharmaceutical developments to be used during the prenatal and perinatal periods aimed at decreasing th...
Application of machine learning approaches for predicting hemophilia A severity.
Journal of thrombosis and haemostasis : JTH
May 7, 2024
BACKGROUND: Hemophilia A (HA) is an X-linked congenital bleeding disorder, which leads to deficiency of clotting factor (F) VIII. It mostly affects males, and females are considered carriers. However, it is now recognized that variants of F8 in femal...
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