Latest AI and machine learning research in nuclear medicine for healthcare professionals.
PURPOSE: The aim of this study was to evaluate random forests (RFs) to identify ROIs on F-florbetapi...
PURPOSE: This study aimed to evaluate the diagnostic value of a support vector machine (SVM) model b...
PURPOSE: To identify optimal machine learning methods for radiomics-based differentiation of local r...
BACKGROUND: Scintigraphy using 99mTc-pertechnetate (TS) is the diagnostic test to differentiate thyr...
Computed tomography (CT) is used for the attenuation correction (AC) of [F-18] fluoro-deoxy-glucose ...
In recent years, processing of the imaging signal derived from CT, MR or positron emission has prove...
BACKGROUND: Amyloid-β positivity (Aβ+) based on PET imaging is part of the enrollment criteria for m...
We report a case of splenic lymph node recurrence 7 years after a distal bile duct carcinoma. A 70s ...
The patient was a 60-year-old man who underwent distal gastrectomy for gastric cancer. The pathologi...
BACKGROUND: Dual-energy computed tomography (DECT) imaging can generate iodine-based material decomp...
PURPOSE: We sought to distinguish lung adenocarcinoma (ADC) from squamous cell carcinoma using a mac...
PURPOSE: Quantitative analysis of dopamine transporter (DAT) single-photon emission computed tomogra...
PURPOSE: To evaluate random forests (RFs) as a supervised machine learning algorithm to classify amy...
Positron emission tomography (PET) imaging is an effective tool used in determining disease stage an...
Soft-tissue Sarcomas (STS) are a heterogeneous group of malignant neoplasms with a relatively high m...
Idiopathic Parkinsons disease and atypical parkinsonian syndromes have similar symptoms at early dis...
Nasopharyngeal carcinoma (NPC) is prevalent in certain areas, such as South China, Southeast Asia, a...
This work investigated the efficiency of polyethylene terephthalate (PET) as support material for Ti...
PURPOSE: With the advent of the revised WHO classification from 2016, molecular features, including ...
A nonagenarian hypertensive man with chronic kidney disease (CKD) was admitted to the emergency depa...
BACKGROUND: Parkinson's Disease (PD) is caused by the deficiency of dopamine, the neurotransmitter t...