Radiology

Nuclear Medicine

Latest AI and machine learning research in nuclear medicine for healthcare professionals.

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Showing 799-819 of 5,219 articles
Deep learning-based image reconstruction for TOF PET with DIRECT data partitioning format.

Conventional positron emission tomography (PET) image reconstruction is achieved by the statistical ...

Aug 2021 34256356
Prediction of the local treatment outcome in patients with oropharyngeal squamous cell carcinoma using deep learning analysis of pretreatment FDG-PET images.

BACKGROUND: This study aimed to assess the utility of deep learning analysis using pretreatment FDG-...

Aug 2021 34362317
Artificial Intelligence-Based Data Corrections for Attenuation and Scatter in Position Emission Tomography and Single-Photon Emission Computed Tomography.

Recent developments in artificial intelligence (AI) technology have enabled new developments that ca...

Aug 2021 34364816
Anatomy and Physiology of Artificial Intelligence in PET Imaging.

Artificial intelligence (AI) has seen an explosion in interest within nuclear medicine. This interes...

Aug 2021 34364817
Application of Pet-CT Fusion Deep Learning Imaging in Precise Radiotherapy of Thyroid Cancer.

This article explores the value of wall F-FDG PET/Cr imaging in the diagnosis of thyroid cancer, stu...

Aug 2021 34413967
Total-Body PET Kinetic Modeling and Potential Opportunities Using Deep Learning.

The uEXPLORER total-body PET/CT system provides a very high level of detection sensitivity and simul...

Aug 2021 34353745
Artificial Intelligence in PET: An Industry Perspective.

Artificial intelligence (AI) has significant potential to positively impact and advance medical imag...

Aug 2021 34353746
A 3D deep learning model to predict the diagnosis of dementia with Lewy bodies, Alzheimer's disease, and mild cognitive impairment using brain 18F-FDG PET.

PURPOSE: The purpose of this study is to develop and validate a 3D deep learning model that predicts...

Jul 2021 34328531
Generation of synthetic PET images of synaptic density and amyloid from F-FDG images using deep learning.

PURPOSE: Positron emission tomography (PET) imaging with various tracers is increasingly used in Alz...

Jul 2021 34224153
Evaluation of Deep Learning-Based Approaches to Segment Bowel Air Pockets and Generate Pelvic Attenuation Maps from CAIPIRINHA-Accelerated Dixon MR Images.

Attenuation correction remains a challenge in pelvic PET/MRI. In addition to the segmentation/model-...

Jul 2021 34301782
A model of modified -iodobenzylguanidine conjugated gold nanoparticles for neuroblastoma treatment.

Iodine-131 -iodobenzylguanidine (I-IBG) has been utilized as a standard treatment to minimize advers...

Jul 2021 35478920
Improving detection accuracy of perfusion defect in standard dose SPECT-myocardial perfusion imaging by deep-learning denoising.

BACKGROUND: We previously developed a deep-learning (DL) network for image denoising in SPECT-myocar...

Jul 2021 34282538
Populational and individual information based PET image denoising using conditional unsupervised learning.

Our study aims to improve the signal-to-noise ratio of positron emission tomography (PET) imaging us...

Jul 2021 34198277
Comparing different CT, PET and MRI multi-modality image combinations for deep learning-based head and neck tumor segmentation.

BACKGROUND: Manual delineation of gross tumor volume (GTV) is essential for radiotherapy treatment p...

Jul 2021 34264157
Deep neural network for automatic volumetric segmentation of whole-body CT images for body composition assessment.

BACKGROUND & AIMS: Body composition analysis on CT images is a valuable tool for sarcopenia assessme...

Jul 2021 34365038
Convolutional Neural Network of Multiparametric MRI Accurately Detects Axillary Lymph Node Metastasis in Breast Cancer Patients With Pre Neoadjuvant Chemotherapy.

BACKGROUND: Accurate assessment of the axillary lymph nodes (aLNs) in breast cancer patients is esse...

Jul 2021 34384696
Deep residual-convolutional neural networks for event positioning in a monolithic annular PET scanner.

PET scanners based on monolithic pieces of scintillator can potentially produce superior performance...

Jul 2021 34153950
Deep-learning-based attenuation correction in dynamic [O]HO studies using PET/MRI in healthy volunteers.

Quantitative [O]HO positron emission tomography (PET) is the accepted reference method for regional ...

Jul 2021 34250821
Detecting lumbar lesions in Tc-MDP SPECT by deep learning: Comparison with physicians.

PURPOSE: Tc-MDP single-photon emission computed tomography (SPECT) is an established tool for diagn...

Jul 2021 34101855
Rapid high-quality PET Patlak parametric image generation based on direct reconstruction and temporal nonlocal neural network.

Parametric imaging based on dynamic positron emission tomography (PET) has wide applications in neur...

Jul 2021 34252526
Assessment of deep learning-based PET attenuation correction frameworks in the sinogram domain.

This study set out to investigate various deep learning frameworks for PET attenuation correction in...

Jul 2021 34167094
Browse Categories
Allergy
Anesthesiology
Acute Coronary Syndrome Arrhythmias Atherosclerosis Congestive Heart Failure Dyslipidemia Hypertension Metabolic Syndrome Myocardial Infarction PCI Peripheral Artery Disease Prevention Strokes Venous Thrombosis
Sepsis
Atopy Psoriasis
Emergency Medicine
Diabetes Menopause Osteoporosis Steroids Thyroid
GERD Inflammatory Bowel Disease Irritable Bowel Syndrome Pancreatic Diseases Peptic Ulcer Disease
Genetics
Alzheimer's Disease Medicare
Hematology Hemophilia Leukemia Lymphoma Multiple Myeloma Myeloma
Hospitalists Infection Control Intensivists Nursing Risk Management Surveillance
Bacterial Infection COVID-19 Flu & URI Fungal Infection HIV/AIDS Hepatitis Public Health STDs Vaccines
Anemia End Stage Renal Disease
Autism Dementia Head Trauma Parkinson's Disease Seizures Sleep Disorders
Nursing
Fibroids HRT Infertility Ovarian Cancer Pregnancy
Brain Cancer Breast Cancer Chemotherapy Colon Cancer Lung Cancer Other Cancers Prostate Cancer Skin Cancer
Glaucoma Ophthalmology Refractive Surgery
Sports Medicine
Back Pain Migraines Pain Management
Pathology
ADHD/ADD Growth Disorders Parenting
Information Technology Medicolegal Practice Management Reimbursement Staffing & Scheduling
Alternative Medicine Dental Health Diet & Nutrition Exercise & Fitness Geriatrics Obesity Preventive Care Smoking & Tobacco
Devices and Vaccines Prescriptions
Addictions Anxiety & Stress Bipolar Disorder DSM-5 Depression Eating Disorders Schizophrenia
Clinical Trials Environmental Health Ethics Health Policy Medicaid Medical Education Military Medicine Stem Cell Research US Health Policy Work Force
Asthma COPD Cystic Fibrosis Pneumonia Tuberculosis
Arthritis Fibromyalgia Lupus Rheumatoid Arthritis
Bioterrorism Care of terminally ill / Palliative care Cultural Competence Domestic Violence Identifying and Reporting Child abuse Identifying and Reporting Dependent Adult abuse Infection control / Modes of transmission Medical Ethics / Professional Responsibility Patient safety / Risk Management Prevention of medical errors Sexual Assault Universal precautions
Anesthesiology Laser Surgery Neurosurgery Orthopedics Otolaryngology Plastic Surgery Surveys Thoracic Surgery
Heart Transplantation Kidney Transplantation Liver Transplantation Transplantation
COVID-19 FDA General Military CME Reform US Health Policy
BPH/LUTS Erectile Dysfunction Urinary Incontinence