Transfer Learning with Deep Convolutional Neural Network (CNN) for Pneumonia Detection Using Chest X-ray

A Systematic Approach to the Design and Characterization of a Smart Insole for Detecting Vertical Ground Reaction Force (vGRF) in Gait Analysis

(2020) Anas M. Tahir et al.   SENSORS

A Novel Transfer Learning Based Approach for Pneumonia Detection in Chest X-ray Images

(2020) Vikash Chouhan et al.   Applied Sciences-Basel

How far have we come? Artificial intelligence for chest radiograph interpretation

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Alcoholism Identification Based on an AlexNet Transfer Learning Model

(2019) Shui-Hua Wang et al.   Frontiers in Psychiatry

A transfer learning method with deep residual network for pediatric pneumonia diagnosis

(2019) Gaobo Liang et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Wearable Real-Time Heart Attack Detection and Warning System to Reduce Road Accidents

(2019) Muhammad E. H. Chowdhury et al.   SENSORS

Real-Time Smart-Digital Stethoscope System for Heart Diseases Monitoring

(2019) Muhammad E.H. Chowdhury et al.   SENSORS

An automatic method for lung segmentation and reconstruction in chest X-ray using deep neural networks

(2019) Johnatan Carvalho Souza et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Deep neural network ensemble for pneumonia localization from a large-scale chest x-ray database

(2019) Ilyas Sirazitdinov et al.   COMPUTERS & ELECTRICAL ENGINEERING

A Deep Feature Learning Model for Pneumonia Detection Applying a Combination of mRMR Feature Selection and Machine Learning Models

(2019) M. Toğaçar et al.   IRBM

Identifying pneumonia in chest X-rays: A deep learning approach

(2019) Amit Kumar Jaiswal et al.   MEASUREMENT

Multiple Feature Integration for Classification of Thoracic Disease in Chest Radiography

(2019) Thi Kieu Ho et al.   Applied Sciences-Basel

Viral Pneumonia Requiring Differentiation from Acute and Progressive Diffuse Interstitial Lung Diseases

(2019) Takashi Ishiguro et al.   INTERNAL MEDICINE

Small lung nodules detection based on local variance analysis and probabilistic neural network

(2018) Marcin Woźniak et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Transfer-Learning-Based Online Mura Defect Classification

(2018) Hua Yang et al.   IEEE TRANSACTIONS ON SEMICONDUCTOR MANUFACTURING

Visualization and Interpretation of Convolutional Neural Network Predictions in Detecting Pneumonia in Pediatric Chest Radiographs

(2018) Sivaramakrishnan Rajaraman et al.   Applied Sciences-Basel

Automatic lung nodule detection using a 3D deep convolutional neural network combined with a multi-scale prediction strategy in chest CTs

(2018) Yu Gu et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Deep learning for chest radiograph diagnosis: A retrospective comparison of the CheXNeXt algorithm to practicing radiologists

(2018) Pranav Rajpurkar et al.   PLOS MEDICINE

Automated detection of moderate and large pneumothorax on frontal chest X-rays using deep convolutional neural networks: A retrospective study

(2018) Andrew G. Taylor et al.   PLOS MEDICINE

Classification of lung nodules in CT scans using three-dimensional deep convolutional neural networks with a checkpoint ensemble method

(2018) Hwejin Jung et al.   BMC MEDICAL IMAGING

Deep Learning at Chest Radiography: Automated Classification of Pulmonary Tuberculosis by Using Convolutional Neural Networks

(2017) Paras Lakhani et al.   RADIOLOGY

Multisource Transfer Learning With Convolutional Neural Networks for Lung Pattern Analysis

(2017) Stergios Christodoulidis et al.   IEEE Journal of Biomedical and Health Informatics

Convolutional Neural Networks for Medical Image Analysis: Full Training or Fine Tuning?

(2016) Nima Tajbakhsh et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Variability in the interpretation of chest radiographs for the diagnosis of pneumonia in children

(2011) Mark I. Neuman et al.   Journal of Hospital Medicine

A Survey on Transfer Learning

(2009) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING