Radiology

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

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A review on AI in PET imaging.

Artificial intelligence (AI) has been applied to various medical imaging tasks, such as computer-aid...

Jan 2022 35029818
Evidence for distinct neuro-metabolic phenotypes in humans.

Advances in magnetic resonance imaging have shown how individual differences in the structure and fu...

Jan 2022 35033676
Design of Optimal Deep Learning-Based Pancreatic Tumor and Nontumor Classification Model Using Computed Tomography Scans.

Pancreatic tumor is a lethal kind of tumor and its prediction is really poor in the current scenario...

Jan 2022 35070232
Reduced-Dose Deep Learning Reconstruction for Abdominal CT of Liver Metastases.

Background Assessment of liver lesions is constrained as CT radiation doses are lowered; evidence su...

Jan 2022 35014900
Cardiovascular disease detection using machine learning and carotid/femoral arterial imaging frameworks in rheumatoid arthritis patients.

The study proposes a novel machine learning (ML) paradigm for cardiovascular disease (CVD) detection...

Jan 2022 35013839
A Deep Learning Framework for Segmenting Brain Tumors Using MRI and Synthetically Generated CT Images.

Multi-modal three-dimensional (3-D) image segmentation is used in many medical applications, such as...

Jan 2022 35062484
Angular super-resolution in X-ray projection radiography using deep neural network: Implementation on rotational angiography.

BACKGROUND: Rotational angiography acquires radiographs at multiple projection angles to demonstrate...

Jan 2022 35026475
Deep robust residual network for super-resolution of 2D fetal brain MRI.

Spatial resolution is a key factor of quantitatively evaluating the quality of magnetic resonance im...

Jan 2022 35013383
Rich Structural Index for Stereoscopic Image Quality Assessment.

The human visual system (HVS), affected by viewing distance when perceiving the stereo image informa...

Jan 2022 35062460
Brain Tumor Detection and Classification by MRI Using Biologically Inspired Orthogonal Wavelet Transform and Deep Learning Techniques.

Radiology is a broad subject that needs more knowledge and understanding of medical science to ident...

Jan 2022 35047149
Multimodal Imaging of Target Detection Algorithm under Artificial Intelligence in the Diagnosis of Early Breast Cancer.

This study aimed to analyze the diagnostic value of multimodal images based on artificial intelligen...

Jan 2022 35047160
Cloud-Based Lung Tumor Detection and Stage Classification Using Deep Learning Techniques.

Artificial intelligence (AI), Internet of Things (IoT), and the cloud computing have recently become...

Jan 2022 35047635
Deep Learning to Automatically Segment and Analyze Abdominal Aortic Aneurysm from Computed Tomography Angiography.

PURPOSE: Although segmentation of Abdominal Aortic Aneurysms (AAA) thrombus is a crucial step for bo...

Jan 2022 34997555
Coarse-to-fine airway segmentation using multi information fusion network and CNN-based region growing.

BACKGROUND AND OBJECTIVES: Automatic airway segmentation from chest computed tomography (CT) scans p...

Jan 2022 35077902
Generalizing deep learning brain segmentation for skull removal and intracranial measurements.

Total intracranial volume (TICV) and posterior fossa volume (PFV) are essential covariates for brain...

Jan 2022 34999162
Automated segmentation of articular disc of the temporomandibular joint on magnetic resonance images using deep learning.

Temporomandibular disorders are typically accompanied by a number of clinical manifestations that in...

Jan 2022 34997167
Artificial intelligence for breast cancer analysis: Trends & directions.

Breast cancer is one of the leading causes of death among women. Early detection of breast cancer ca...

Jan 2022 35016100
Development of a deep learning-based method to diagnose pulmonary ground-glass nodules by sequential computed tomography imaging.

BACKGROUND: Early identification of the malignant propensity of pulmonary ground-glass nodules (GGNs...

Jan 2022 34994091
Deep learning-based pancreas volume assessment in individuals with type 1 diabetes.

Pancreas volume is reduced in individuals with diabetes and in autoantibody positive individuals at ...

Jan 2022 34986790
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