A Novel Framework with High Diagnostic Sensitivity for Lung Cancer Detection by Electronic Nose

Electronic-nose: A non-invasive technology for breath analysis of diabetes and lung cancer patients

(2019) Bhagaban Behera et al.   Journal of Breath Research

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

Meat and Fish Freshness Assessment by a Portable and Simplified Electronic Nose System (Mastersense)

(2019) Grassi et al.   SENSORS

Solid State Electronic Sensors for Detection of Carbon Dioxide

(2019) Ami Hannon et al.   SENSORS

Selective Ensemble Based on Extreme Learning Machine for Sensor-Based Human Activity Recognition

(2019) Tian et al.   SENSORS

Exhaled Breath Profiles Before, During and After Exacerbation of COPD: A Prospective Follow-Up Study

(2019) P. van Velzen et al.   COPD-Journal of Chronic Obstructive Pulmonary Disease

LSTM-Based Auto-Encoder Model for ECG Arrhythmias Classification

(2019) Borui Hou et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

NCCN Guidelines Insights: Non–Small Cell Lung Cancer, Version 5.2018

(2018) David S. Ettinger et al.   Journal of the National Comprehensive Cancer Network

Training and Validating a Portable Electronic Nose for Lung Cancer Screening

(2018) Rens van de Goor et al.   Journal of Thoracic Oncology

Margin & diversity based ordering ensemble pruning

(2018) Huaping Guo et al.   NEUROCOMPUTING

Analysis of volatile organic compounds in exhaled breath for lung cancer diagnosis using a sensor system

(2018) Ji-Eun Chang et al.   SENSORS AND ACTUATORS B-CHEMICAL

Global cancer statistics 2018: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries

(2018) Freddie Bray et al.   CA-A CANCER JOURNAL FOR CLINICIANS

An improved machine learning pipeline for urinary volatiles disease detection: Diagnosing diabetes

(2018) Andrea S. Martinez-Vernon et al.   PLoS One

Research on a Mixed Gas Recognition and Concentration Detection Algorithm Based on a Metal Oxide Semiconductor Olfactory System Sensor Array

(2018) Yonghui Xu et al.   SENSORS

A Combined Deep Learning GRU-Autoencoder for the Early Detection of Respiratory Disease in Pigs Using Multiple Environmental Sensors

(2018) Jake Cowton et al.   SENSORS

The Electronic Nose’s Emerging Role in Respiratory Medicine

(2018) Roberto Gasparri et al.   SENSORS

Sample preparation and recent trends in volatolomics for diagnosing gastrointestinal diseases

(2018) Tomasz Majchrzak et al.   TRAC-TRENDS IN ANALYTICAL CHEMISTRY

Early detection of lung cancer biomarkers through biosensor technology: A review

(2018) Amir Roointan et al.   JOURNAL OF PHARMACEUTICAL AND BIOMEDICAL ANALYSIS

Electronic Noses in Medical Diagnostics

(2018) Wojciech Wojnowski et al.   CURRENT MEDICINAL CHEMISTRY

Self-Taught Learning Based on Sparse Autoencoder for E-Nose in Wound Infection Detection

(2017) Peilin He et al.   SENSORS

A Novel Extreme Learning Machine Classification Model for e-Nose Application Based on the Multiple Kernel Approach

(2017) Yulin Jian et al.   SENSORS

Lung Cancer Screening Based on Type-different Sensor Arrays

(2017) Wang Li et al.   Scientific Reports

Online decorrelation of humidity and temperature in chemical sensors for continuous monitoring

(2016) Ramon Huerta et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

VOC breath biomarkers in lung cancer

(2016) Yannick Saalberg et al.   CLINICA CHIMICA ACTA

The IASLC Lung Cancer Staging Project: Proposals for Revision of the TNM Stage Groupings in the Forthcoming (Eighth) Edition of the TNM Classification for Lung Cancer

(2016) Peter Goldstraw et al.   Journal of Thoracic Oncology

Detection of cancer through exhaled breath: a systematic review

(2015) Agne Krilaviciute et al.   Oncotarget

Detection of Prostate Cancer by an Electronic Nose: A Proof of Principle Study

(2014) Antti Roine et al.   JOURNAL OF UROLOGY

Data Simulation in Machine Olfaction with the R Package Chemosensors

(2014) Andrey Ziyatdinov et al.   PLoS One

Rapid and Accurate Detection of Urinary Pathogens by Mobile IMS-Based Electronic Nose: A Proof-of-Principle Study

(2014) Antti Roine et al.   PLoS One

Feature extraction of wound infection data for electronic nose based on a novel weighted KPCA

(2014) Pengfei Jia et al.   SENSORS AND ACTUATORS B-CHEMICAL

Intelligent churn prediction in telecom: employing mRMR feature selection and RotBoost based ensemble classification

(2013) Adnan Idris et al.   APPLIED INTELLIGENCE

On the doubt about margin explanation of boosting

(2013) Wei Gao et al.   ARTIFICIAL INTELLIGENCE

On the calibration of sensor arrays for pattern recognition using the minimal number of experiments

(2013) Irene Rodriguez-Lujan et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Methods for Staging Non-small Cell Lung Cancer

(2013) Gerard A. Silvestri et al.   CHEST

Margin-based ordered aggregation for ensemble pruning

(2013) Li Guo et al.   PATTERN RECOGNITION LETTERS

Lung Cancer Screening with Computer Aided Detection Chest Radiography: Design and Results of a Randomized, Controlled Trial

(2013) Peter J. Mazzone et al.   PLoS One

Chemical gas sensor drift compensation using classifier ensembles

(2012) Alexander Vergara et al.   SENSORS AND ACTUATORS B-CHEMICAL

Exhaled Breath Analysis with a Colorimetric Sensor Array for the Identification and Characterization of Lung Cancer

(2011) Peter J. Mazzone et al.   Journal of Thoracic Oncology

Diagnostic Performance of an Electronic Nose, Fractional Exhaled Nitric Oxide, and Lung Function Testing in Asthma

(2010) Paolo Montuschi et al.   CHEST

A Review of Ensemble Methods in Bioinformatics

(2010) Pengyi Yang et al.   Current Bioinformatics

An Intelligent Architecture Based on Field Programmable Gate Arrays Designed to Detect Moving Objects by Using Principal Component Analysis

(2010) Ignacio Bravo et al.   SENSORS

Exhaled Breath Profiling Enables Discrimination of Chronic Obstructive Pulmonary Disease and Asthma

(2009) Niki Fens et al.   AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE

An investigation on electronic nose diagnosis of lung cancer

(2009) Arnaldo D’Amico et al.   LUNG CANCER

Diagnosing lung cancer in exhaled breath using gold nanoparticles

(2009) Gang Peng et al.   Nature Nanotechnology

An electronic nose in the discrimination of patients with non-small cell lung cancer and COPD

(2008) Silvano Dragonieri et al.   LUNG CANCER

Impact of sampling procedures on the results of breath analysis

(2008) Wolfram Miekisch et al.   Journal of Breath Research