Pulmonology

Pneumonia

Latest AI and machine learning research in pneumonia for healthcare professionals.

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A multicenter evaluation of a deep learning software (LungQuant) for lung parenchyma characterization in COVID-19 pneumonia.

BACKGROUND: The role of computed tomography (CT) in the diagnosis and characterization of coronaviru...

Apr 2023 37032383
Leveraging deep learning to improve vaccine design.

Deep learning has led to incredible breakthroughs in areas of research, from self-driving vehicles t...

Mar 2023 37003949
Deep Learning-Based Computer-Aided Detection System for Preoperative Chest Radiographs to Predict Postoperative Pneumonia.

RATIONALE AND OBJECTIVES: The role of preoperative chest radiography (CR) for prediction of postoper...

Mar 2023 36931951
Automated prediction of COVID-19 severity upon admission by chest X-ray images and clinical metadata aiming at accuracy and explainability.

In the past few years COVID-19 posed a huge threat to healthcare systems around the world. One of th...

Mar 2023 36918593
Developing an Implementation Model for ADHD Intervention in Community Clinics: Leveraging Artificial Intelligence and Digital Technology.

Implementation of behavior therapy for ADHD faces challenges in community settings. We describe deve...

Mar 2023 39741999
An Artificial Plant Community Algorithm for the Accurate Range-Free Positioning of Wireless Sensor Networks.

The problem of positioning wireless sensor networks is an important and challenging topic in all wal...

Mar 2023 36905008
Unsupervised anomaly detection for posteroanterior chest X-rays using multiresolution patch-based self-supervised learning.

The demand for anomaly detection, which involves the identification of abnormal samples, has continu...

Feb 2023 36854967
Challenges for enforcing editorial policies on AI-generated papers.

ChatGPT, a chatbot released by OpenAI in November 2022, has rocked academia with its capacity to gen...

Feb 2023 36840450
Deep Learning With Chest Radiographs for Making Prognoses in Patients With COVID-19: Retrospective Cohort Study.

BACKGROUND: An artificial intelligence (AI) model using chest radiography (CXR) may provide good per...

Feb 2023 36795468
Image Turing test and its applications on synthetic chest radiographs by using the progressive growing generative adversarial network.

The generative adversarial network (GAN) is a promising deep learning method for generating images. ...

Feb 2023 36759636
Development and Feasibility Pilot Study of Indigenous Recovery Planning: A Community-Engaged Approach to Addressing Substance Use in a Native Community.

Although Native (American Indian and Alaska Native [AI/AN]) populations have high rates of abstinenc...

Feb 2023 38736431
Prediction of cooling effect of constant temperature community bin based on BP neural network.

In order to explore the influence of outdoor microclimate on the cooling effect of constant temperat...

Feb 2023 36749414
CXR-Net: A Multitask Deep Learning Network for Explainable and Accurate Diagnosis of COVID-19 Pneumonia From Chest X-Ray Images.

Accurate and rapid detection of COVID-19 pneumonia is crucial for optimal patient treatment. Chest X...

Feb 2023 36350854
Lung Diseases Detection Using Various Deep Learning Algorithms.

The primary objective of this proposed framework work is to detect and classify various lung disease...

Feb 2023 36776955
Comparison of Chest Radiograph Captions Based on Natural Language Processing vs Completed by Radiologists.

IMPORTANCE: Artificial intelligence (AI) can interpret abnormal signs in chest radiography (CXR) and...

Feb 2023 36753278
PneuNet: deep learning for COVID-19 pneumonia diagnosis on chest X-ray image analysis using Vision Transformer.

A long-standing challenge in pneumonia diagnosis is recognizing the pathological lung texture, espec...

Jan 2023 36719562
A survey of machine learning-based methods for COVID-19 medical image analysis.

The ongoing COVID-19 pandemic caused by the SARS-CoV-2 virus has already resulted in 6.6 million dea...

Jan 2023 36707488
Compressed Sensing Data with Performing Audio Signal Reconstruction for the Intelligent Classification of Chronic Respiratory Diseases.

Chronic obstructive pulmonary disease (COPD) concerns the serious decline of human lung functions. T...

Jan 2023 36772480
CNN-RNN Network Integration for the Diagnosis of COVID-19 Using Chest X-ray and CT Images.

The 2019 coronavirus disease (COVID-19) has rapidly spread across the globe. It is crucial to identi...

Jan 2023 36772394
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