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Artificial intelligence in pancreatic cancer
B Huang, H Huang, S Zhang, D Zhang, Q Shi… - …, 2022 - pmc.ncbi.nlm.nih.gov
Pancreatic cancer is the deadliest disease, with a five-year overall survival rate of just 11%.
The pancreatic cancer patients diagnosed with early screening have a median overall …
The pancreatic cancer patients diagnosed with early screening have a median overall …
Pancreatic cysts
TA Gonda, DL Cahen, JJ Farrell - New England Journal of …, 2024 - Mass Medical Soc
Key Points Pancreatic Cysts Pancreatic cysts are common and are being discovered at an
increasing rate on cross-sectional imaging, but only a minority progress to cancer. The most …
increasing rate on cross-sectional imaging, but only a minority progress to cancer. The most …
[HTML][HTML] Early lung cancer diagnostic biomarker discovery by machine learning methods
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Radiomics is a high-throughput approach to image phenoty**. It uses computer
algorithms to extract and analyze a large number of quantitative features from radiological …
algorithms to extract and analyze a large number of quantitative features from radiological …
Application of radiomics and machine learning in head and neck cancers
Z Peng, Y Wang, Y Wang, S Jiang… - … journal of biological …, 2021 - pmc.ncbi.nlm.nih.gov
With the continuous development of medical image informatics technology, more and more
high-throughput quantitative data could be extracted from digital medical images, which has …
high-throughput quantitative data could be extracted from digital medical images, which has …
Computed tomography-based radiomics approach in pancreatic tumors characterization
G Karmazanovsky, I Gruzdev, V Tikhonova… - La radiologia …, 2021 - Springer
Radiomics (or texture analysis) is a new imaging analysis technique that allows calculating
the distribution of texture features of pixel and voxel values depend on the type of ROI (3D or …
the distribution of texture features of pixel and voxel values depend on the type of ROI (3D or …
Construction of the XGBoost model for early lung cancer prediction based on metabolic indices
X Guan, Y Du, R Ma, N Teng, S Ou, H Zhao… - BMC medical informatics …, 2023 - Springer
Background Lung cancer is a malignant tumour, and early diagnosis has been shown to
improve the survival rate of lung cancer patients. In this study, we assessed the use of …
improve the survival rate of lung cancer patients. In this study, we assessed the use of …
DeepPrognosis: Preoperative prediction of pancreatic cancer survival and surgical margin via comprehensive understanding of dynamic contrast-enhanced CT …
Pancreatic ductal adenocarcinoma (PDAC) is one of the most lethal cancers and carries a
dismal prognosis of∼ 10% in five year survival rate. Surgery remains the best option of a …
dismal prognosis of∼ 10% in five year survival rate. Surgery remains the best option of a …
Pancreatic cancer detection using machine and deep learning techniques
Despite substantial research, pancreatic cancer has a terrible prognosis by having a survival
rate of five years only. The premise behind early detection and better survival is that more …
rate of five years only. The premise behind early detection and better survival is that more …
CT and MRI of pancreatic tumors: an update in the era of radiomics
Radiomics is a relatively new approach for image analysis. As a part of radiomics, texture
analysis, which consists in extracting a great amount of quantitative data from original …
analysis, which consists in extracting a great amount of quantitative data from original …