Development of an E-nose system using machine learning methods to predict ventilator-associated pneumonia

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

(2019) Liao et al.   SENSORS

Clinically applicable deep learning for diagnosis and referral in retinal disease

(2018) Jeffrey De Fauw et al.   NATURE MEDICINE

Dermatologist-level classification of skin cancer with deep neural networks

(2017) Andre Esteva et al.   NATURE

Carbon Nanotube Thin Films Functionalized via Loading of Au Nanoclusters for Flexible Gas Sensors Devices

(2016) Zheng-Dong Lin et al.   IEEE TRANSACTIONS ON ELECTRON DEVICES

Ethanol gas sensors based on multi-wall carbon nanotubes on oxidized Si substrate

(2016) S. J. Young et al.   MICROSYSTEM TECHNOLOGIES-MICRO-AND NANOSYSTEMS-INFORMATION STORAGE AND PROCESSING SYSTEMS

Breathomics in Lung Disease

(2015) Marc Philippe van der Schee et al.   CHEST

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

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

(2015) Muammar Sadrawi et al.   Biomed Research International

Using the Electronic Nose to Identify Airway Infection during COPD Exacerbations

(2015) Hanaa Shafiek et al.   PLoS One

Exhaled breath metabolomics as a noninvasive diagnostic tool for acute respiratory distress syndrome

(2014) L. D. J. Bos et al.   EUROPEAN RESPIRATORY JOURNAL

Visible-Blind Photodetectors With Mg-Doped ZnO Nanorods

(2014) Y. H. Liu et al.   IEEE PHOTONICS TECHNOLOGY LETTERS

ZnO-Based Ultraviolet Photodetectors With Novel Nanosheet Structures

(2014) Sheng-Joue Young et al.   IEEE TRANSACTIONS ON NANOTECHNOLOGY

High discordance of chest x-ray and computed tomography for detection of pulmonary opacities in ED patients: implications for diagnosing pneumonia

(2012) Wesley H. Self et al.   AMERICAN JOURNAL OF EMERGENCY MEDICINE

Volatile organic compound analysis by ion molecule reaction mass spectrometry for Gram-positive bacteria differentiation

(2012) M. E. Dolch et al.   EUROPEAN JOURNAL OF CLINICAL MICROBIOLOGY & INFECTIOUS DISEASES

Photoelectrical and Low-Frequency Noise Characteristics of ZnO Nanorod Photodetectors Prepared on Flexible Substrate

(2012) T. P. Chen et al.   IEEE TRANSACTIONS ON ELECTRON DEVICES

Variability in the concentrations of volatile metabolites emitted by genotypically different strains of Pseudomonas aeruginosa

(2012) V. Shestivska et al.   JOURNAL OF APPLIED MICROBIOLOGY

Exhaled air molecular profiling in relation to inflammatory subtype and activity in COPD

(2011) N. Fens et al.   EUROPEAN RESPIRATORY JOURNAL

The Clinical Microbiology Laboratory in the Diagnosis of Lower Respiratory Tract Infections

(2011) S. Campbell et al.   JOURNAL OF CLINICAL MICROBIOLOGY

Advances in Electronic-Nose Technologies Developed for Biomedical Applications

(2011) Alphus D. Wilson et al.   SENSORS

Characteristic Improvements of ZnO-Based Metal–Semiconductor–Metal Photodetector on Flexible Substrate with ZnO Cap Layer

(2010) Liang-Wen Ji et al.   JAPANESE JOURNAL OF APPLIED PHYSICS

Fast Detection of Volatile Organic Compounds from Bacterial Cultures by Secondary Electrospray Ionization-Mass Spectrometry

(2010) Jiangjiang Zhu et al.   JOURNAL OF CLINICAL MICROBIOLOGY

Multivariate analysis of bacterial volatile compound profiles for discrimination between selected species and strains in vitro

(2010) Robin Michael Statham Thorn et al.   JOURNAL OF MICROBIOLOGICAL METHODS

Breath biomarkers of active pulmonary tuberculosis

(2010) Michael Phillips et al.   TUBERCULOSIS

Streptococcus pneumoniaeandStaphylococcus aureusPneumonia Induce Distinct Metabolic Responses

(2009) Carolyn M. Slupsky et al.   JOURNAL OF PROTEOME RESEARCH

A profile of volatile organic compounds in breath discriminates COPD patients from controls

(2009) J.J.B.N. Van Berkel et al.   RESPIRATORY MEDICINE

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