A Deep Learning Model for the Diagnosis and Discrimination of Gram-Positive and Gram-Negative Bacterial Pneumonia for Children Using Chest Radiography Images and Clinical Information

Efficacy of Transfer Learning-based ResNet models in Chest X-ray image classification for detecting COVID-19 Pneumonia

(2022) Sadia Showkat et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Multi-modal trained artificial intelligence solution to triage chest X-ray for COVID-19 using pristine ground-truth, versus radiologists

(2022) Tao Tan et al.   NEUROCOMPUTING

Multiclass Convolution Neural Network for Classification of COVID-19 CT Images

(2022) Serena Low Woan Ching et al.   Computational Intelligence and Neuroscience

Improved Analysis of COVID-19 Influenced Pneumonia from the Chest X-Rays Using Fine-Tuned Residual Networks

(2022) Amel Ksibi et al.   Computational Intelligence and Neuroscience

Assessment of Parotid Gland Tumors by Means of Quantitative Multiparametric Ultrasound (mpUS)

(2022) Katharina Margherita Wakonig et al.   Diagnostics

ADOPT: automatic deep learning and optimization-based approach for detection of novel coronavirus COVID-19 disease using X-ray images

(2021) Gaurav Dhiman et al.   JOURNAL OF BIOMOLECULAR STRUCTURE & DYNAMICS

Artificial intelligence (AI) for medical imaging to combat coronavirus disease (COVID-19): a detailed review with direction for future research

(2021) Toufique A. Soomro et al.   ARTIFICIAL INTELLIGENCE REVIEW

An AI-based auxiliary empirical antibiotic therapy model for children with bacterial pneumonia using low-dose chest CT images

(2021) Mudan Zhang et al.   Japanese Journal of Radiology

A preliminary analysis of AI based smartphone application for diagnosis of COVID-19 using chest X-ray images

(2021) Aravind Krishnaswamy Rangarajan et al.   EXPERT SYSTEMS WITH APPLICATIONS

Cross-Site Severity Assessment of COVID-19 From CT Images via Domain Adaptation

(2021) Geng-Xin Xu et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Prior-Attention Residual Learning for More Discriminative COVID-19 Screening in CT Images

(2020) Jun Wang et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Accurately Differentiating Between Patients With COVID-19, Patients With Other Viral Infections, and Healthy Individuals: Multimodal Late Fusion Learning Approach

(2020) Ming Xu et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

Clinical impact of matrix-assisted laser desorption ionization time-of-flight mass spectrometry for the management of inpatient pneumonia without additional antimicrobial stewardship support

(2019) Ann Marie Porreca Kratz et al.   INFECTION CONTROL AND HOSPITAL EPIDEMIOLOGY

Using deep‐learning techniques for pulmonary‐thoracic segmentations and improvement of pneumonia diagnosis in pediatric chest radiographs

(2019) Longjiang E et al.   PEDIATRIC PULMONOLOGY

Deep Learning for Chest Radiograph Diagnosis in the Emergency Department

(2019) Eui Jin Hwang et al.   RADIOLOGY

Lung ultrasound vs. chest X‑ray in children with suspected pneumonia confirmed by chest computed tomography: A retrospective cohort study

(2019) Cui Yan et al.   Experimental and Therapeutic Medicine

Gene expression analysis for pneumonia caused by Gram-positive bacterial infection

(2018) Rufu Jia et al.   Experimental and Therapeutic Medicine

Appropriateness of clinical severity classification of new WHO childhood pneumonia guidance: a multi-hospital, retrospective, cohort study

(2018) Ambrose Agweyu et al.   Lancet Global Health

Building a Prediction Model for Radiographically Confirmed Pneumonia in Peruvian Children

(2018) Farhan Pervaiz et al.   CHEST

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

(2018) Pranav Rajpurkar et al.   PLOS MEDICINE

Responses to Bacteria, Virus, and Malaria Distinguish the Etiology of Pediatric Clinical Pneumonia

(2016) Clarissa Valim et al.   AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE

Community-Acquired Pneumonia Requiring Hospitalization among U.S. Children

(2015) Seema Jain et al.   NEW ENGLAND JOURNAL OF MEDICINE

Antibiotic Utilization for Acute Respiratory Tract Infections in U.S. Emergency Departments

(2013) John P. Donnelly et al.   ANTIMICROBIAL AGENTS AND CHEMOTHERAPY

Diagnosing pneumonia in patients with acute cough: clinical judgment compared to chest radiography

(2013) Saskia F. van Vugt et al.   EUROPEAN RESPIRATORY JOURNAL

The presence of radiological features on chest radiographs: How well do clinicians agree?

(2012) M. Edwards et al.   CLINICAL RADIOLOGY

Global, regional, and national causes of child mortality: an updated systematic analysis for 2010 with time trends since 2000

(2012) Li Liu et al.   LANCET

Microbial Etiologies of Hospital‐Acquired Bacterial Pneumonia and Ventilator‐Associated Bacterial Pneumonia

(2010) Ronald N. Jones   CLINICAL INFECTIOUS DISEASES

Breathing New Life into Pneumonia Diagnostics

(2009) D. R. Murdoch et al.   JOURNAL OF CLINICAL MICROBIOLOGY