Intelligent prognostic system for pediatric pneumonia based on sustainable IoHT

Customized VGG19 Architecture for Pneumonia Detection in Chest X-Rays

(2021) Nilanjan Dey et al.   PATTERN RECOGNITION LETTERS

A Pneumonia Diagnosis Scheme Based on Hybrid Features Extracted from Chest Radiographs Using an Ensemble Learning Algorithm

(2021) Mehedi Masud et al.   Journal of Healthcare Engineering

Using handpicked features in conjunction with ResNet-50 for improved detection of COVID-19 from chest X-ray images

(2021) Sheetal Rajpal et al.   CHAOS SOLITONS & FRACTALS

A new approach for the detection of pneumonia in children using CXR images based on an real-time IoT system

(2021) João Victor S. das Chagas et al.   Journal of Real-Time Image Processing

Bayesian convolutional neural network estimation for pediatric pneumonia detection and diagnosis

(2021) Vandecia Fernandes et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Ensembles of Convolutional Neural Network models for pediatric pneumonia diagnosis

(2021) Helena Liz et al.   Future Generation Computer Systems-The International Journal of eScience

Predict pneumonia with chest X-ray images based on convolutional deep neural learning networks

(2020) Huaiguang Wu et al.   JOURNAL OF INTELLIGENT & FUZZY SYSTEMS

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

(2020) Tawsifur Rahman et al.   Applied Sciences-Basel

Deep learning-based multi-view fusion model for screening 2019 novel coronavirus pneumonia: A multicentre study

(2020) Xiangjun Wu et al.   EUROPEAN JOURNAL OF RADIOLOGY

Efficient Pneumonia Detection in Chest Xray Images Using Deep Transfer Learning

(2020) Mohammad Farukh Hashmi et al.   Diagnostics

Deep-Pneumonia Framework Using Deep Learning Models Based on Chest X-Ray Images

(2020) Nada M. Elshennawy et al.   Diagnostics

Cascaded deep learning classifiers for computer-aided diagnosis of COVID-19 and pneumonia diseases in X-ray scans

(2020) Mohamed Esmail Karar et al.   Complex & Intelligent Systems

Pneumonia detection in chest X-ray images using convolutional neural networks and transfer learning

(2020) Rachna Jain et al.   MEASUREMENT

Prediction of COVID-19 - Pneumonia based on Selected Deep Features and One Class Kernel Extreme Learning Machine

(2020) Muhammad Attique Khan et al.   COMPUTERS & ELECTRICAL ENGINEERING

An Efficient Deep Learning Approach to Pneumonia Classification in Healthcare

(2019) Okeke Stephen et al.   Journal of Healthcare Engineering

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

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

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

(2019) Amit Kumar Jaiswal et al.   MEASUREMENT

Identifying Medical Diagnoses and Treatable Diseases by Image-Based Deep Learning

(2018) Daniel S. Kermany et al.   CELL

Role of viral and bacterial pathogens in causing pneumonia among Western Australian children: a case–control study protocol

(2018) Mejbah Uddin Bhuiyan et al.   BMJ Open

Variable generalization performance of a deep learning model to detect pneumonia in chest radiographs: A cross-sectional study

(2018) John R. Zech et al.   PLOS MEDICINE

Community-acquired pneumonia

(2015) Elena Prina et al.   LANCET

Chest radiography of acute paediatric lower respiratory infections: experience versus interobserver variation

(2013) Yoel Levinsky et al.   ACTA PAEDIATRICA

Variability and accuracy in interpretation of consolidation on chest radiography for diagnosing pneumonia in children under 5 years of age

(2013) Gabrielle J. Williams et al.   PEDIATRIC PULMONOLOGY

Clinical prediction model to aid emergency doctors managing febrile children at risk of serious bacterial infections: diagnostic study

(2013) R. G. Nijman et al.   BMJ-British Medical Journal

Impact of clinical history on chest radiograph interpretation

(2012) Matthew Test et al.   Journal of Hospital Medicine

Application of the World Health Organization Criteria to Predict Radiographic Pneumonia in a US-based Pediatric Emergency Department

(2012) Sarah L. Wingerter et al.   PEDIATRIC INFECTIOUS DISEASE JOURNAL

The inter-observer variation of chest radiograph reading in acute lower respiratory tract infection among children

(2012) Gabriel Xavier-Souza et al.   PEDIATRIC PULMONOLOGY

Variation in the Use of Chest Radiography for Pneumonia in Pediatric Emergency Departments

(2011) Mark I. Neuman et al.   PEDIATRIC EMERGENCY CARE

Identification of radiological alveolar pneumonia in children with high rates of hospitalized respiratory infections: Comparison of WHO-defined and pediatric pulmonologist diagnosis in the clinical context

(2011) Kerry-Ann F. O'Grady et al.   PEDIATRIC PULMONOLOGY

Severe Pneumonia in Mozambican Young Children: Clinical and Radiological Characteristics and Risk Factors

(2009) B. Sigauque et al.   JOURNAL OF TROPICAL PEDIATRICS