Vessel segmentation for X-ray coronary angiography using ensemble methods with deep learning and filter-based features
Background Automated segmentation of coronary arteries is a crucial step for computer-
aided coronary artery disease (CAD) diagnosis and treatment planning. Correct delineation …
aided coronary artery disease (CAD) diagnosis and treatment planning. Correct delineation …
Digital forensics use case for glaucoma detection using transfer learning based on deep convolutional neural networks
In parallel with the development of various emerging fields such as computer vision and
related technologies, eg, iris identification and glaucoma detection, criminals are developing …
related technologies, eg, iris identification and glaucoma detection, criminals are developing …
Multiview deep forest for overall survival prediction in cancer
Overall survival (OS) in cancer is crucial for cancer treatment. Many machine learning
methods have been applied to predict OS, but there are still the challenges of dealing with …
methods have been applied to predict OS, but there are still the challenges of dealing with …
Missing Value Imputation and Survival Analysis for Treatment Outcome Prediction in High-Grade GEP NEN
EK Risvik, NRF Lizana - 2024 - nmbu.brage.unit.no
The objective of the thesis was to create a reliable model for outcome prediction in
gastrointestinal cancers using data with incomplete variables. This was a two-step pro-cess …
gastrointestinal cancers using data with incomplete variables. This was a two-step pro-cess …
Leveraging Advanced Image Analysis and Learning Using Privileged Information for Clinical Decision Support
Z Gao - 2023 - deepblue.lib.umich.edu
The field of medical artificial intelligence (AI) has seen significant advancements with the
availability of digitalized medical data. Machine learning (ML) and deep learning (DL) …
availability of digitalized medical data. Machine learning (ML) and deep learning (DL) …
[PDF][PDF] Research Article Multiview Deep Forest for Overall Survival Prediction in Cancer
Q Li, Z Du, Z Chen, X Huang, Q Li - 2023 - researchoutput.csu.edu.au
Overall survival (OS) in cancer is crucial for cancer treatment. Many machine learning
methods have been applied to predict OS, but there are still the challenges of dealing with …
methods have been applied to predict OS, but there are still the challenges of dealing with …
[HTML][HTML] Deep learning for clinical decision support in oncology
A Katzmann - 2022 - db-thueringen.de
In den letzten Jahrzehnten sind medizinische Bildgebungsverfahren wie die
Computertomographie (CT) zu einem unersetzbaren Werkzeug moderner Medizin …
Computertomographie (CT) zu einem unersetzbaren Werkzeug moderner Medizin …