4.6 Article

A Neural Network-Based Method for Respiratory Sound Analysis and Lung Disease Detection

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Computer Science, Artificial Intelligence

Deep learning based respiratory sound analysis for detection of chronic obstructive pulmonary disease

Arpan Srivastava et al.

Summary: Recent technologies such as machine learning and deep learning have significantly improved predictive accuracy for disease detection, especially in early diagnosis and treatment of respiratory diseases. The application of Convolutional Neural Network based methodologies in analyzing respiratory audio data has shown success in detecting Chronic Obstructive Pulmonary disease. The system's classification accuracy has been enhanced to 93% with the use of K-fold Cross-Validation in optimizing the deep learning approach.

PEERJ COMPUTER SCIENCE (2021)

Article Biochemistry & Molecular Biology

Single-cell transcriptomics reveals lasting changes in the lung cellular landscape into adulthood after neonatal hyperoxic exposure

Alejandro Scaffa et al.

Summary: Ventilatory support for premature infants can impair pulmonary development, while early-life exposure to high oxygen levels can alter lung cellular landscape, potentially leading to long-term lung injury and adult pulmonary dysfunction.

REDOX BIOLOGY (2021)

Article Computer Science, Artificial Intelligence

Research on sound classification based on SVM

Pengcheng Wei et al.

NEURAL COMPUTING & APPLICATIONS (2020)

Article Mathematics, Applied

Graph-based semi-supervised one class support vector machine for detecting abnormal lung sounds

Rongling Lang et al.

APPLIED MATHEMATICS AND COMPUTATION (2020)

Article Computer Science, Interdisciplinary Applications

An ensemble learning approach for brain cancer detection exploiting radiomic features

Luca Brunese et al.

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE (2020)

Article Acoustics

1D/2D Deep CNNs vs. Temporal Feature Integration for General Audio Classification

Lazaros Vrysis et al.

JOURNAL OF THE AUDIO ENGINEERING SOCIETY (2020)

Article Computer Science, Interdisciplinary Applications

Explainable Deep Learning for Pulmonary Disease and Coronavirus COVID-19 Detection from X-rays

Luca Brunese et al.

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE (2020)

Article Engineering, Biomedical

Deep Neural Network for Respiratory Sound Classification in Wearable Devices Enabled by Patient Specific Model Tuning

Jyotibdha Acharya et al.

IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS (2020)

Article Computer Science, Artificial Intelligence

A pay-how-you-drive car insurance approach through cluster analysis

Maria Francesca Carfora et al.

SOFT COMPUTING (2019)

Article Biochemistry & Molecular Biology

A Lung Sound Category Recognition Method Based on Wavelet Decomposition and BP Neural Network

Yan Shi et al.

INTERNATIONAL JOURNAL OF BIOLOGICAL SCIENCES (2019)

Review Chemistry, Multidisciplinary

A Review of Physical and Perceptual Feature Extraction Techniques for Speech, Music and Environmental Sounds

Francesc Alias et al.

APPLIED SCIENCES-BASEL (2016)

Review Engineering, Biomedical

The electronic stethoscope

Shuang Leng et al.

BIOMEDICAL ENGINEERING ONLINE (2015)

Review Medicine, General & Internal

Fundamentals of Lung Auscultation

Abraham Bohadana et al.

NEW ENGLAND JOURNAL OF MEDICINE (2014)

Article Multidisciplinary Sciences

Detection of Lungs Status Using Morphological Complexities of Respiratory Sounds

Ashok Mondal et al.

SCIENTIFIC WORLD JOURNAL (2014)

Review Engineering, Electrical & Electronic

Computer-based Respiratory Sound Analysis: A Systematic Review

Rajkumar Palaniappan et al.

IETE TECHNICAL REVIEW (2013)

Article Engineering, Biomedical

Adventitious Sounds Identification and Extraction Using Temporal-Spectral Dominance-Based Features

Feng Jin et al.

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING (2011)

Article Respiratory System

Automated Analysis of Crackles in Patients with Interstitial Pulmonary Fibrosis

B. Flietstra et al.

PULMONARY MEDICINE (2011)

Article Engineering, Biomedical

A Texture-Based Classification of Crackles and Squawks Using Lacunarity

Leontios J. Hadjileontiadis

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING (2009)

Article Biology

Wheeze detection based on time-frequency analysis of breath sounds

Styliani A. Taplidou et al.

COMPUTERS IN BIOLOGY AND MEDICINE (2007)

Article Computer Science, Artificial Intelligence

COMPARISON BETWEEN DIFFERENT FEATURE EXTRACTION TECHNIQUES FOR AUDIO-VISUAL SPEECH RECOGNITION

Alin G. Chitu et al.

JOURNAL ON MULTIMODAL USER INTERFACES (2007)

Article Engineering, Biomedical

Nonlinear and nonstationary signal analysis for distinction of crackles in lung sounds

Sonia Charleston-Villalobos et al.

IEEE ENGINEERING IN MEDICINE AND BIOLOGY MAGAZINE (2007)

Article Critical Care Medicine

Diagnostic Labeling of COPD in five Latin American cities

Carlos Talamo et al.

Article Mathematics, Interdisciplinary Applications

The fractality of lung sounds: A comparison of three waveform fractal dimension algorithms

J Gnitecki et al.

CHAOS SOLITONS & FRACTALS (2005)

Article Acoustics

Content analysis for audio classification and segmentation

L Lu et al.

IEEE TRANSACTIONS ON SPEECH AND AUDIO PROCESSING (2002)