Radiology

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

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The periphery of nuclear speckles defines a spatially and temporally regulated compartment of long-lived intron-retained RNAs that resolves during mitosis.

RNA localization adds a fundamental layer to gene expression by determining when and where translati...

Sep 2026 42717245
Application of machine learning in predicting of MB2 canal in permanent maxillary first and second molars: A CBCT study.

OBJECTIVES: The aim of this study is to apply Machine learning (ML), a key subset of Artificial Inte...

Sep 2026 42715245
Reducing Diagnostic Variation With Hybrid AI Coronary CTA Interpretation.

BACKGROUND: In hospitalized patients undergoing coronary computed tomography angiography (CCTA), var...

(1)
Sep 2026 42752016
Networked Radiology Imaging and Treatment Planning Systems and FDA Cybersecurity Regulation: A Difference-in-Differences Analysis of 510(k) Clearance Delays.

The objective of this study is to determine whether 510(k) clearance duration for AI-enabled devices...

(1)
Sep 2026 42711639
Deep Learning for Automated Detection and Segmentation of Meningioma on Multiparametric MRI.

Meningioma is the most common benign primary intracranial tumor. Although its typical appearance on ...

(1)
Sep 2026 42711640
Artificial Intelligence-Assisted Segmentation and Characterization of Choroidal Melanoma Using Ocular Ultrasound.

Choroidal melanoma is the most common primary intraocular malignancy in adults, and its evaluation r...

(3)
Sep 2026 42711644
Breast Cancer Recurrence Status Assessment in 5 Years Using Multimodal Integrated Learning: A Feasibility Study.

Despite advances in breast cancer detection and treatment, recurrence after curative therapy continu...

Sep 2026 42711648
Intraprocedural echocardiographic guidance in transcatheter mitral valve interventions: from procedure-specific workflows to integrated multimodal platforms.

Mitral regurgitation (MR) is the most common left-sided valvular heart disease worldwide and carries...

(1)
Sep 2026 42711717
[Technical medicine in orthognathic surgery: from imaging to surgery].

Over the past decade, the technical physician has become an important member of the orthognathic and...

Sep 2026 42713848
Deep learning synthesis of Restriction Spectrum Imaging cellularity maps from conventional MRI in post-treatment glioblastoma.

OBJECTIVE: The feasibility of synthesizing Restriction Spectrum Imaging (RSI) cellularity maps from ...

(1)
Sep 2026 42709316
A deep learning framework for automated quantification of peripheral nerve lesions in MR neurography.

OBJECTIVE: Magnetic resonance neurography (MRN) enables high-resolution visualization of peripheral ...

(3)
Sep 2026 42709362
Deep learning for automatic detection of prostatectomy in CT images of prostate cancer patients.

Extracting anatomic reference from computed tomography (CT) images is a crucial step in fully automa...

Sep 2026 42709364
Low birth weight is associated with accelerated brain aging in mid- and old-age: A large population-based cohort study in the UK Biobank.

BACKGROUND: Low birth weight has been linked to cognitive decline and neurological disorders in adul...

(2)
Sep 2026 42709663
Automated Extraction of Postoperative Cancer Recurrence and Metastasis From Computed Tomography (CT) Reports: Semisupervised Deep Learning Study.

BACKGROUND: Perioperative computed tomography (CT) imaging is essential for detecting postoperative ...

Sep 2026 42709940
Sentence-Level Provenance for AI Medical Record Summarization in a Click-to-Inspect Interface: Formative Usability Evaluation.

BACKGROUND: Large language models can generate fluent summaries of longitudinal medical records, but...

(1)
Sep 2026 42709992
Fully automated assessment of post-TEVAR follow-up CT scan using Deep Learning-Based Segmentation.

OBJECTIVE: The objective of this study was to apply an artificial intelligence (AI) pipeline for the...

(1)
Sep 2026 42710832
Basal Ganglia Perivascular Space Enlargement Is Associated with Sustained Amyloid-β Accumulation in the Alzheimer's Disease Continuum: A Longitudinal Study.

RATIONALE AND OBJECTIVES: The perivascular spaces (PVS) serve as primary conduits for brain waste cl...

(1)
Sep 2026 42711180
A machine learning-derived sarcopenia index is associated with survival and nonrelapse mortality in DLBCL.

Body composition analysis (BCA) provides an objective assessment of metabolic states, but its progno...

Sep 2026 42664000
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