Radiology

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

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The Regimen of Computed Tomography Screening for Lung Cancer: Lessons Learned Over 25 Years From the International Early Lung Cancer Action Program.

We learned many unanticipated and valuable lessons since we started planning our study of low-dose c...

Jan 2021 32520848
Reproducible Evaluation of Diffusion MRI Features for Automatic Classification of Patients with Alzheimer's Disease.

Diffusion MRI is the modality of choice to study alterations of white matter. In past years, various...

Jan 2021 32524428
Artificial Neural Networks in Cardiovascular Diseases and its Potential for Clinical Application in Molecular Imaging.

In medical imaging, Artificial Intelligence is described as the ability of a system to properly inte...

Jan 2021 32564769
DeepDicomSort: An Automatic Sorting Algorithm for Brain Magnetic Resonance Imaging Data.

With the increasing size of datasets used in medical imaging research, the need for automated data c...

Jan 2021 32627144
Brain Tumor Segmentation of T1w MRI Images Based on Clustering Using Dimensionality Reduction Random Projection Technique.

BACKGROUND: Early diagnosis of a brain tumor may increase life expectancy. Magnetic resonance imagin...

Jan 2021 32652918
Applying Machine Learning for Integration of Multi-Modal Genomics Data and Imaging Data to Quantify Heterogeneity in Tumour Tissues.

With rapid advances in experimental instruments and protocols, imaging and sequencing data are being...

Jan 2021 32804368
Deep Learning of Computed Tomography Virtual Wedge Resection for Prediction of Histologic Usual Interstitial Pneumonitis.

The computed tomography (CT) pattern of definite or probable usual interstitial pneumonia (UIP) can...

Jan 2021 32857594
CT Dosimetry: What Has Been Achieved and What Remains to Be Done.

Radiation dose in computed tomography (CT) has become a hot topic due to an upward trend in the numb...

Jan 2021 32932380
A Review on Multi-organ Cancer Detection Using Advanced Machine Learning Techniques.

Abnormal behaviors of tumors pose a risk to human survival. Thus, the detection of cancers at their ...

Jan 2021 33334293
[Artificial Intelligence in Radiology - Definition, Potential and Challenges].

Artificial Intelligence in Radiology - Definition, Potential and Challenges Artificial Intelligence...

Jan 2021 33406927
Rethinking the Approach to Artificial Intelligence for Medical Image Analysis: The Case for Precision Diagnosis.

To date, widely generalizable artificial intelligence (AI) programs for medical image analysis have ...

Jan 2021 33413896
Machine Learning for the Prediction of Amyloid Positivity in Amnestic Mild Cognitive Impairment.

BACKGROUND: Amyloid-β (Aβ) evaluation in amnestic mild cognitive impairment (aMCI) patients is impor...

Jan 2021 33523003
A Review of Automated Techniques for Assisting the Early Detection of Alzheimer's Disease with a Focus on EEG.

In this paper, we review state-of-the-art approaches that apply signal processing (SP) and machine l...

Jan 2021 33682717
[Artificial intelligence in the diagnosis of prostate cancer].

To discuss the possibilities and prospects of using artificial intelligence (AI) in the diagnosis of...

Jan 2021 33822553
Natural Language Processing Performance for the Identification of Venous Thromboembolism in an Integrated Healthcare System.

Real-time identification of venous thromboembolism (VTE), defined as deep vein thrombosis (DVT) and ...

Jan 2021 33906470
Differentiating Small-Cell Lung Cancer From Non-Small-Cell Lung Cancer Brain Metastases Based on MRI Using Efficientnet and Transfer Learning Approach.

Differentiation between small-cell lung cancer (SCLC) from non-small-cell lung cancer (NSCLC) brain ...

Jan 2021 34030542
Deep Learning Analysis in Prediction of COVID-19 Infection Status Using Chest CT Scan Features.

Background and aims Non-contrast chest computed tomography (CT) scanning is one of the important too...

Jan 2021 34279835
Evolution of Deep Learning Algorithms for MRI-Based Brain Tumor Image Segmentation.

Brain tumor textures are among the most challenging features for neuroradiologists to extract from m...

Jan 2021 34347989
Analysis of segmentation of lung parenchyma based on deep learning methods.

Precise segmentation of lung parenchyma is essential for effective analysis of the lung. Due to the ...

Jan 2021 34487013
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