Machine Learning Methods Applied to Predict Ventilator-Associated Pneumonia with Pseudomonas aeruginosa Infection via Sensor Array of Electronic Nose in Intensive Care Unit

Flexible gas sensor based on graphene/ethyl cellulose nanocomposite with ultra-low strain response for volatile organic compounds rapid detection

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3D Architectured Graphene/Metal Oxide Hybrids for Gas Sensors: A Review

(2018) Yi Xia et al.   SENSORS

Clinically applicable deep learning for diagnosis and referral in retinal disease

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International ERS/ESICM/ESCMID/ALAT guidelines for the management of hospital-acquired pneumonia and ventilator-associated pneumonia

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Dermatologist-level classification of skin cancer with deep neural networks

(2017) Andre Esteva et al.   NATURE

EEG Signals Analysis Using Multiscale Entropy for Depth of Anesthesia Monitoring during Surgery through Artificial Neural Networks

(2015) Quan Liu et al.   Computational and Mathematical Methods in Medicine

Electronic nose analysis of exhaled breath to diagnose ventilator-associated pneumonia

(2015) R.M. Schnabel et al.   RESPIRATORY MEDICINE

Computational Depth of Anesthesia via Multiple Vital Signs Based on Artificial Neural Networks

(2015) Muammar Sadrawi et al.   Biomed Research International

Avaliação da inflamação das vias aéreas. Vias áreas superiores e compartimento broncopulmonar

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Analysis of volatile organic compounds in exhaled breath to diagnose ventilator-associated pneumonia

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Evening and morning exhaled volatile compound patterns are different in obstructive sleep apnoea assessed with electronic nose

(2014) Laszlo Kunos et al.   Sleep and Breathing

The human volatilome: volatile organic compounds (VOCs) in exhaled breath, skin emanations, urine, feces and saliva

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Volatile Metabolites of Pathogens: A Systematic Review

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The versatile use of exhaled volatile organic compounds in human health and disease

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A Low-Power Electronic Nose Signal-Processing Chip for a Portable Artificial Olfaction System

(2011) Kea-Tiong Tang et al.   IEEE Transactions on Biomedical Circuits and Systems

GC–MS analysis of breath odor compounds in liver patients

(2008) S VANDENVELDE et al.   JOURNAL OF CHROMATOGRAPHY B-ANALYTICAL TECHNOLOGIES IN THE BIOMEDICAL AND LIFE SCIENCES

Human heart beat analysis using a modified algorithm of detrended fluctuation analysis based on empirical mode decomposition

(2008) Jia-Rong Yeh et al.   MEDICAL ENGINEERING & PHYSICS

Exhaled breath analysis: the new frontier in medical testing

(2008) Raed A Dweik et al.   Journal of Breath Research

Identification of melanoma with a gas sensor array

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