[HTML][HTML] Challenges and limitations in applying radiomics to PET imaging: Possible opportunities and avenues for research
A Stefano - Computers in Biology and Medicine, 2024 - Elsevier
Radiomics, the high-throughput extraction of quantitative imaging features from medical
images, holds immense potential for advancing precision medicine in oncology and beyond …
images, holds immense potential for advancing precision medicine in oncology and beyond …
Matradiomics: A novel and complete radiomics framework, from image visualization to predictive model
Radiomics aims to support clinical decisions through its workflow, which is divided into:(i)
target identification and segmentation,(ii) feature extraction,(iii) feature selection, and (iv) …
target identification and segmentation,(ii) feature extraction,(iii) feature selection, and (iv) …
Robustness of pet radiomics features: Impact of co-registration with mri
Featured Application The study proposes an analysis of the robustness of Positron Emission
Tomography (PET) radiomics features after PET image co-registration with two different …
Tomography (PET) radiomics features after PET image co-registration with two different …
[68Ga]DOTATOC PET/CT Radiomics to Predict the Response in GEP-NETs Undergoing [177Lu]DOTATOC PRRT: The “Theragnomics” Concept
Simple Summary The radiological response assessment of neuroendocrine tumors (NET) to
peptide receptor radionuclide therapy (PRRT) using [177Lu] DOTATOC is still suboptimal …
peptide receptor radionuclide therapy (PRRT) using [177Lu] DOTATOC is still suboptimal …
Development and validation of a radiomics-based nomogram for the preoperative prediction of microsatellite instability in colorectal cancer
M Ying, J Pan, G Lu, S Zhou, J Fu, Q Wang, L Wang… - BMC cancer, 2022 - Springer
Background Preoperative prediction of microsatellite instability (MSI) status in colorectal
cancer (CRC) patients is of great significance for clinicians to perform further treatment …
cancer (CRC) patients is of great significance for clinicians to perform further treatment …
A New Preclinical Decision Support System Based on PET Radiomics: A Preliminary Study on the Evaluation of an Innovative 64Cu-Labeled Chelator in Mouse …
The 64Cu-labeled chelator was analyzed in vivo by positron emission tomography (PET)
imaging to evaluate its biodistribution in a murine model at different acquisition times. For …
imaging to evaluate its biodistribution in a murine model at different acquisition times. For …
Radiomics Analysis of Brain [18F]FDG PET/CT to Predict Alzheimer's Disease in Patients with Amyloid PET Positivity: A Preliminary Report on the Application of SPM …
Background: Early in-vivo diagnosis of Alzheimer's disease (AD) is crucial for accurate
management of patients, in particular, to select subjects with mild cognitive impairment (MCI) …
management of patients, in particular, to select subjects with mild cognitive impairment (MCI) …
Artificial intelligence for classifying the relationship between impacted third molar and mandibular canal on panoramic radiographs
The purpose of this investigation was to evaluate the diagnostic performance of two
convolutional neural networks (CNNs), namely ResNet-152 and VGG-19, in analyzing, on …
convolutional neural networks (CNNs), namely ResNet-152 and VGG-19, in analyzing, on …
A new framework for precise identification of prostatic adenocarcinoma
Prostate cancer, which is also known as prostatic adenocarcinoma, is an unconstrained
growth of epithelial cells in the prostate and has become one of the leading causes of …
growth of epithelial cells in the prostate and has become one of the leading causes of …
Artificial Intelligence Applications on Restaging [18F]FDG PET/CT in Metastatic Colorectal Cancer: A Preliminary Report of Morpho-Functional Radiomics …
Featured Application Based on results defined in this study, new investigations might
propose morpho-functional-based radiomics algorithms for risk stratification with possible …
propose morpho-functional-based radiomics algorithms for risk stratification with possible …