Pulmonology

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

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Large-scale machine learning of media outlets for understanding public reactions to nation-wide viral infection outbreaks.

From May to July 2015, there was a nation-wide outbreak of Middle East respiratory syndrome (MERS) in Korea. MERS is caused by MERS-CoV, an enveloped, positive-sense, single-stranded RNA virus belonging to the family Coronaviridae. Despite expert opinions that the danger of MERS might be exaggerated, there was an overreaction by the public according to the Korean mass media, which led to a noticea...

Aug 13 2017 28813689

Using Deep Learning for Classification of Lung Nodules on Computed Tomography Images.

Lung cancer is the most common cancer that cannot be ignored and cause death with late health care. Currently, CT can be used to help doctors detect the lung cancer in the early stages. In many cases, the diagnosis of identifying the lung cancer depends on the experience of doctors, which may ignore some patients and cause some problems. Deep learning has been proved as a popular and powerful meth...

Aug 9 2017 29065651
An Unusual Case of Metastatic Functional Thyroid Carcinoma With a Remarkable Treatment Response to Radioactive Iodine.

Functional thyroid carcinoma is an unusual cause of thyrotoxicosis. We describe the clinical presentation and treatment of a patient with thyrotoxicos...

Aug 8 2017 29264468
Pre-trained convolutional neural networks as feature extractors for tuberculosis detection.

It is estimated that in 2015, approximately 1.8 million people infected by tuberculosis died, most of them in developing countries. Many of those deat...

Aug 4 2017 28800442
Respiratory signal prediction based on adaptive boosting and multi-layer perceptron neural network.

To improve the prediction accuracy of respiratory signals using adaptive boosting and multi-layer perceptron neural network (ADMLP-NN) for gated treat...

Aug 3 2017 28665297
A survey on deep learning in medical image analysis.

Deep learning algorithms, in particular convolutional networks, have rapidly become a methodology of choice for analyzing medical images. This paper r...

Jul 26 2017 28778026
Convolutional Neural Network for the Detection of End-Diastole and End-Systole Frames in Free-Breathing Cardiac Magnetic Resonance Imaging.

Free-breathing cardiac magnetic resonance (CMR) imaging has short examination time with high reproducibility. Detection of the end-diastole and the en...

Jul 26 2017 28814965
Role of Surface Hydrophobicity of Dicationic Amphiphile-Stabilized Gold Nanoparticles on A549 Lung Cancer Cells.

Herein, we report the surface functionality of dicationic cysteamine conjugated cholic acid (DCaC), dicationic cysteamine conjugated deoxycholic acid ...

Jul 25 2017 30023697
Machine-learning-based classification of real-time tissue elastography for hepatic fibrosis in patients with chronic hepatitis B.

Hepatic fibrosis is a common middle stage of the pathological processes of chronic liver diseases. Clinical intervention during the early stages of he...

Jul 20 2017 28779596
Investigations into the physical and chemical stability of concentrated co-trimoxazole intravenous infusions.

OBJECTIVES: High dose of intravenous sulfamethoxazole and trimethoprim (co-trimoxazole) is often used in immunocompromised patients for the treatment ...

Jul 19 2017 31157078
An Automatic Detection System of Lung Nodule Based on Multigroup Patch-Based Deep Learning Network.

High-efficiency lung nodule detection dramatically contributes to the risk assessment of lung cancer. It is a significant and challenging task to quic...

Jul 14 2017 28715341
Classification of caesarean section and normal vaginal deliveries using foetal heart rate signals and advanced machine learning algorithms.

BACKGROUND: Visual inspection of cardiotocography traces by obstetricians and midwives is the gold standard for monitoring the wellbeing of the foetus...

Jul 6 2017 28679415
Leveraging syntax to better capture the semantics of elliptical coordinated compound noun phrases.

Full-text scientific articles are increasingly available, but capturing the meaning conveyed within an article automatically remains a bottleneck for ...

Jul 4 2017 28687199
Impairment of Thyroid Function in Critically Ill Patients in the Intensive Care Units.

Unexplained hypotension in the intensive care unit is commonly attributed to volume depletion, cardiorespiratory failure, sepsis, or relative adrenal ...

Jul 1 2017 29549931
Central focused convolutional neural networks: Developing a data-driven model for lung nodule segmentation.

Accurate lung nodule segmentation from computed tomography (CT) images is of great importance for image-driven lung cancer analysis. However, the hete...

Jun 30 2017 28688283
Fuzzy model to estimate the number of hospitalizations for asthma and pneumonia under the effects of air pollution.

OBJECTIVE: Predict the number of hospitalizations for asthma and pneumonia associated with exposure to air pollutants in the city of São José dos Camp...

Jun 22 2017 28658366
ADMET Evaluation in Drug Discovery. Part 17: Development of Quantitative and Qualitative Prediction Models for Chemical-Induced Respiratory Toxicity.

As a dangerous end point, respiratory toxicity can cause serious adverse health effects and even death. Meanwhile, it is a common and traditional issu...

Jun 21 2017 28595388
Natural Language Processing for Asthma Ascertainment in Different Practice Settings.

BACKGROUND: We developed and validated NLP-PAC, a natural language processing (NLP) algorithm based on predetermined asthma criteria (PAC) for asthma ...

Jun 19 2017 28634104
Fully automatic detection of lung nodules in CT images using a hybrid feature set.

PURPOSE: The aim of this study was to develop a novel technique for lung nodule detection using an optimized feature set. This feature set has been ac...

Jun 16 2017 28409834
What Is High Enough? Elevated NT-pro-BNP in Decompensated Paroxysmal Supraventricular Tachycardia.

Since the late 1980s, elevated atrial natriuretic peptide (ANP) was considered the cause of brisk diuresis in adult patients with paroxysmal supravent...

Jun 12 2017 31073468
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