AIMC Topic: Critical Illness

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Reinforcement learning-based control of drug dosing for cancer chemotherapy treatment.

Mathematical biosciences Aug 16, 2017
The increasing threat of cancer to human life and the improvement in survival rate of this disease due to effective treatment has promoted research in various related fields. This research has shaped clinical trials and emphasized the necessity to pr...
Antineoplastic Agents Models, Biological Drug Administration Schedule Algorithms Computer Simulation Critical Illness Pregnancy Female Aged Adult Neoplasms Humans Machine Learning
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Impairment of Thyroid Function in Critically Ill Patients in the Intensive Care Units.

The American journal of the medical sciences Jul 1, 2017
Unexplained hypotension in the intensive care unit is commonly attributed to volume depletion, cardiorespiratory failure, sepsis, or relative adrenal insufficiency. In these acute conditions, thyroid hormone levels measured in blood, serum or plasma ...
Shock Respiration, Artificial Hypothyroidism Thyrotropin Thyroid Function Tests Thyroxine Female Hypotension Aged Humans Vasoconstrictor Agents Male Respiratory Insufficiency Critical Illness Middle Aged Intensive Care Units
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Reliability of Robotic Telemedicine for Assessing Critically Ill Patients with the Full Outline of UnResponsiveness Score and Glasgow Coma Scale.

Telemedicine journal and e-health : the official journal of the American Telemedicine Association Jan 13, 2017
PURPOSE: Telemedicine is increasingly utilized in the evaluation of critically ill patients, including those with decreased level of consciousness (LOC) or coma. Improving access to providers with neurologic expertise affords earlier triage and direc...
Female Reproducibility of Results Aged Aged, 80 and over Humans Prospective Studies Critical Illness Telemedicine Glasgow Coma Scale Adult Male Middle Aged Robotics
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Ultrasound-Assessed Gastric Antral Area Correlates With Aspirated Tube Feed Volume in Enterally Fed Critically Ill Patients.

Nutrition in clinical practice : official publication of the American Society for Parenteral and Enteral Nutrition Dec 16, 2016
BACKGROUND: Enteral tube feed (ETF) intolerance occurs frequently in hospitalized patients and more so in critically ill patients. Most critical care nurses continue to assess gastric residual volume (GRV), especially among those with a history of ET...
Intensive Care Units Enteral Nutrition Female Aged Adult Critical Care Humans Male Linear Models Prospective Studies Middle Aged Gastric Emptying Critical Illness Pilot Projects Stomach Ultrasonography
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Intravenous Chlorothiazide Versus Enteral Metolazone to Augment Loop Diuretic Therapy in the Intensive Care Unit.

The Annals of pharmacotherapy Dec 16, 2016
BACKGROUND: In cases of loop diuretic resistance in the intensive care unit (ICU), recommendations for a specific second-line thiazide agent are lacking.
Administration, Oral Drug Therapy, Combination Diuresis Administration, Intravenous Chlorothiazide Furosemide Metolazone Sodium Potassium Chloride Symporter Inhibitors Intensive Care Units Female Adult Male Humans Retrospective Studies Critical Illness
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Causal Phenotype Discovery via Deep Networks.

AMIA ... Annual Symposium proceedings. AMIA Symposium Nov 5, 2015
The rapid growth of digital health databases has attracted many researchers interested in using modern computational methods to discover and model patterns of health and illness in a research program known as computational phenotyping. Much of the wo...
Phenotype Databases, Factual Critical Illness Intensive Care Units Disease Physiology Humans Neural Networks, Computer Machine Learning Algorithms
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Influence of the central venous site on the transpulmonary thermodilution parameters in critically ill burn patients.

Burns : journal of the International Society for Burn Injuries Jul 20, 2015
The aim of this study was to verify the measurement concordance of cardiac index (CI), extra-vascular lung water index (EVLWI) and global end diastolic volume index (GEDVI) with transpulmonary thermodilution (TPTD) between the jugular and femoral acc...
Jugular Veins Thermodilution Blood Volume Lung Femoral Vein Aged Catheterization, Central Venous Humans Adult Radiography Burns Prospective Studies Male Fluid Therapy Cardiac Output Critical Illness Middle Aged Extravascular Lung Water Female Blood Flow Velocity
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Predictive modelling of survival and length of stay in critically ill patients using sequential organ failure scores.

Artificial intelligence in medicine Dec 30, 2014
INTRODUCTION: The length of stay of critically ill patients in the intensive care unit (ICU) is an indication of patient ICU resource usage and varies considerably. Planning of postoperative ICU admissions is important as ICUs often have no nonoccupi...
Support Vector Machine Survival Analysis Datasets as Topic Organ Dysfunction Scores Intensive Care Units Female Male Length of Stay Belgium Humans Critical Illness
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Understanding deep learning models for Length of Stay prediction on critically ill patients through latent space visualization.

Computer methods and programs in biomedicine Aug 1, 2025
BACKGROUND AND OBJECTIVE: Continuous, real-time monitoring of Length of Stay (LoS) for critically ill patients in Intensive Care Units (ICUs) is essential for anticipating patient needs, reduce the risk of adverse events, optimize resource allocation...
Critical Illness Intensive Care Units Deep Learning Length of Stay Humans Algorithms
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A comprehensive review of ICU readmission prediction models: From statistical methods to deep learning approaches.

Artificial intelligence in medicine Jul 1, 2025
The prediction of Intensive Care Unit (ICU) readmission has become a crucial area of research due to the increasing demand for ICU resources and the need to provide timely interventions to critically ill patients. In recent years, several studies hav...
Machine Learning Critical Illness Intensive Care Units Deep Learning Models, Statistical Humans Patient Readmission
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