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[HTML][HTML] Machine learning empowering personalized medicine: A comprehensive review of medical image analysis methods
Artificial intelligence (AI) advancements, especially deep learning, have significantly
improved medical image processing and analysis in various tasks such as disease …
improved medical image processing and analysis in various tasks such as disease …
[HTML][HTML] Multi-modality cardiac image computing: A survey
Multi-modality cardiac imaging plays a key role in the management of patients with
cardiovascular diseases. It allows a combination of complementary anatomical …
cardiovascular diseases. It allows a combination of complementary anatomical …
A deep-learning approach for direct whole-heart mesh reconstruction
Automated construction of surface geometries of cardiac structures from volumetric medical
images is important for a number of clinical applications. While deep-learning-based …
images is important for a number of clinical applications. While deep-learning-based …
Medical image analysis on left atrial LGE MRI for atrial fibrillation studies: A review
Late gadolinium enhancement magnetic resonance imaging (LGE MRI) is commonly used
to visualize and quantify left atrial (LA) scars. The position and extent of LA scars provide …
to visualize and quantify left atrial (LA) scars. The position and extent of LA scars provide …
[HTML][HTML] Automatic segmentation with deep learning in radiotherapy
Simple Summary Automatic segmentation of organs and other regions of interest is a
promising approach for reducing the workload of doctors in radiotherapeutic planning, but it …
promising approach for reducing the workload of doctors in radiotherapeutic planning, but it …
[HTML][HTML] Taking it personally: 3D bioprinting a patient-specific cardiac patch for the treatment of heart failure
Despite a massive global preventative effort, heart failure remains the major cause of death
globally. The number of patients requiring a heart transplant, the eventual last treatment …
globally. The number of patients requiring a heart transplant, the eventual last treatment …