Detecting brain tumors using deep learning convolutional neural network with transfer learning approach
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Imaging Systems and Technology"
DOI: 10.1002/ima.22641
Abstract: Accurate classification of brain tumor subtypes is important for prognosis and treatment. In this study, we optimized and applied non‐deep learning methods based on hand‐crafted features and deep learning methods based on transfer learning using… read more here.
Keywords: deep learning; classification; approach; transfer learning ... See more keywords
CT texture analysis predicts abdominal aortic aneurysm post-endovascular aortic aneurysm repair progression
Sign Up to like & getrecommendations! Published in 2020 at "Scientific Reports"
DOI: 10.1038/s41598-020-69226-1
Abstract: The aim of this study is to investigate the role of early postoperative CT texture analysis in aneurysm progression. Ninety-nine patients who had undergone post-endovascular aneurysm repair (EVAR) infra-renal abdominal aortic aneurysm CT serial scans… read more here.
Keywords: aneurysm; analysis; aortic aneurysm; texture analysis ... See more keywords
Deep CNN models for predicting COVID-19 in CT and x-ray images
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Medical Imaging"
DOI: 10.1117/1.jmi.8.s1.014502
Abstract: Abstract. Purpose: Coronavirus disease 2019 (COVID-19) is a new infection that has spread worldwide and with no automatic model to reliably detect its presence from images. We aim to investigate the potential of deep transfer… read more here.
Keywords: accuracy auc; ray; covid; cnn ... See more keywords
A CT-Based Radiomic Signature Can Be Prognostic for 10-Months Overall Survival in Metastatic Tumors Treated with Nivolumab: An Exploratory Study
Sign Up to like & getrecommendations! Published in 2021 at "Diagnostics"
DOI: 10.3390/diagnostics11060979
Abstract: Baseline clinical prognostic factors for recurrent and/or metastatic (RM) head and neck squamous cell carcinoma (HNSCC) treated with immunotherapy are lacking. CT-based radiomics may provide additional prognostic information. A total of 85 patients with RM-HNSCC… read more here.
Keywords: tumor; signature prognostic; accuracy auc; overall survival ... See more keywords
Floral Complexity Traits as Predictors of Plant-Bee Interactions in a Mediterranean Pollination Web
Sign Up to like & getrecommendations! Published in 2020 at "Plants"
DOI: 10.3390/plants9111432
Abstract: Despite intensive research, predicting pairwise species associations in pollination networks remains a challenge. The morphological fit between flowers and pollinators acts as a filter that allows only some species within the network to interact. Previous… read more here.
Keywords: plant; shape; model; bee ... See more keywords