Radiology

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

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Optimizing imaging modalities for sarcoma subtypes in radiation therapy: State of the art.

The choice of imaging modalities is essential in sarcoma management, as different techniques provide...

Mar 2025 40139581
Brain tumor intelligent diagnosis based on Auto-Encoder and U-Net feature extraction.

Preoperative classification of brain tumors is critical to developing personalized treatment plans, ...

Mar 2025 40127071
Development and validation of pan-cancer lesion segmentation AI-model for whole-body 18F-FDG PET/CT in diverse clinical cohorts.

BACKGROUND: This study develops a deep learning-based automated lesion segmentation model for whole-...

Mar 2025 40127518
SpineMamba: Enhancing 3D spinal segmentation in clinical imaging through residual visual Mamba layers and shape priors.

Accurate segmentation of three-dimensional (3D) clinical medical images is critical for the diagnosi...

Mar 2025 40154009
Artificial intelligence-assisted magnetic resonance lymphography for evaluation of micro- and macro-sentinel lymph node metastasis in breast cancer.

Contrast-enhanced magnetic resonance lymphography (CE-MRL) plays a crucial role in preoperative diag...

Mar 2025 40225140
Infection and Inflammation in Nuclear Medicine Imaging: The Role of Artificial Intelligence.

Infectious and inflammatory diseases represent a global challenge. Delayed diagnosis and treatment l...

Mar 2025 40121112
High-resolution ultrasound of the annular pulley system in the toes: sonographic anatomy and pathological cases.

OBJECTIVE: To validate high-frequency ultrasound as a valuable imaging modality in the assessment of...

Mar 2025 40119882
Application of an AI-Based Model for Non-Invasive Sonographic Assessment for Injection Laryngoplasty.

OBJECTIVE: Hyaluronic acid (HA) can be degraded over time. However, the persistence of the effects a...

Mar 2025 40116340
Radiomics-based MRI model to predict hypoperfusion in lacunar infarction.

BACKGROUND: Approximately 20-30 % of patients with acute ischemic stroke due to lacunar infarction e...

Mar 2025 40122187
Deformable image registration with strategic integration pyramid framework for brain MRI.

Medical image registration plays a crucial role in medical imaging, with a wide range of clinical ap...

Mar 2025 40122188
Deep Guess acceleration for explainable image reconstruction in sparse-view CT.

Sparse-view Computed Tomography (CT) is an emerging protocol designed to reduce X-ray dose radiation...

Mar 2025 40154011
Flip Learning: Weakly supervised erase to segment nodules in breast ultrasound.

Accurate segmentation of nodules in both 2D breast ultrasound (BUS) and 3D automated breast ultrasou...

Mar 2025 40179628
AI-based deformable hippocampal mesh reflects hippocampal morphological characteristics in relation to cognition in healthy older adults.

Magnetic resonance imaging (MRI)-derived hippocampus measurements have been associated with differen...

Mar 2025 40122476
Thinking Like Sonographers: Human-Centered CNN Models for Gout Diagnosis From Musculoskeletal Ultrasound.

We explore the potential of deep convolutional neural network (CNN) models for differential diagnosi...

Mar 2025 40030543
X-ray Coronary Angiogram images and SYNTAX score to develop Machine-Learning algorithms for CHD Diagnosis.

Coronary Heart Disease (CHD) is becoming a leading cause of death worldwide. To assess coronary arte...

Mar 2025 40118960
Development of an Intuitive Interface With Haptic Enhancement for Robot-Assisted Endovascular Intervention.

Robot-assisted endovascular intervention has the potential to reduce radiation exposure to surgeons ...

Mar 2025 38145539
Association of Psychological Resilience With Decelerated Brain Aging in Cognitively Healthy World Trade Center Responders.

BACKGROUND: Despite their exposure to potentially traumatic stressors, the majority of World Trade C...

Mar 2025 40487784
A CT-based deep learning-driven tool for automatic liver tumor detection and delineation in patients with cancer.

Liver tumors, whether primary or metastatic, significantly impact the outcomes of patients with canc...

Mar 2025 40118052
Comparison of MRI and CT based deep learning radiomics analyses and their combination for diagnosing intrahepatic cholangiocarcinoma.

Intrahepatic cholangiocarcinoma (iCCA) and other subtypes of primary liver cancer (PLC) have overlap...

Mar 2025 40113926
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