AIMC Topic: Knowledge Bases
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[Impact of DVH Outliers Registered in Knowledge-based Planning on Volumetric Modulated Arc Therapy Treatment Planning for Prostate Cancer].
Nihon Hoshasen Gijutsu Gakkai zasshi
Jan 1, 2019
RapidPlan, a knowledge-based planning software, uses a model library containing the dose-volume histogram (DVH) of previous treatment plans, and it automatically provides optimization objectives based on a trained model to future patients for volumet...
Autophagy and Apoptosis Specific Knowledgebases-guided Systems Pharmacology Drug Research.
Current cancer drug targets
Jan 1, 2019
BACKGROUND: Autophagy and apoptosis are the basic physiological processes in cells that clean up aged and mutant cellular components or even the entire cells. Both autophagy and apoptosis are disrupted in most major diseases such as cancer and neurol...
Expert knowledge-infused deep learning for automatic lung nodule detection.
Journal of X-ray science and technology
Jan 1, 2019
BACKGROUND: Computer aided detection (CADe) of pulmonary nodules from computed tomography (CT) is crucial for early diagnosis of lung cancer. Self-learned features obtained by training datasets via deep learning have facilitated CADe of the nodules. ...
Navigating Knowledge Landscapes in the digital society: a look back and visions for the future.
Croatian medical journal
Oct 31, 2018
LipidPedia: a comprehensive lipid knowledgebase.
Bioinformatics (Oxford, England)
Sep 1, 2018
MOTIVATION: Lipids are divided into fatty acyls, glycerolipids, glycerophospholipids, sphingolipids, saccharolipids, sterols, prenol lipids and polyketides. Fatty acyls and glycerolipids are commonly used as energy storage, whereas glycerophospholipi...
Effects of a methodological infographic on research participants' knowledge, transparency, and trust.
Health psychology : official journal of the Division of Health Psychology, American Psychological Association
Aug 1, 2018
OBJECTIVE: Given participants' research literacy is essential for clinical trial participation, evidence-based strategies are needed that improve literacy and easily accessed online. We tested whether an infographic letter-that illustrated how dropou...
The 160K Natural Organism Library, a unique resource for natural products research.
Nature biotechnology
Jul 6, 2018
KBase: The United States Department of Energy Systems Biology Knowledgebase.
Nature biotechnology
Jul 6, 2018
Personalized Human Activity Recognition using Wearables: A Manifold Learning-based Knowledge Transfer.
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
Jul 1, 2018
Human activity recognition (HAR) is an important component in health-care systems. For example, it can enable context-aware applications such as elderly care and patient monitoring. Relying on a set of training data, supervised machine learning algor...
Knowledge-driven dictionaries for sparse representation of continuous glucose monitoring signals.
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
Jul 1, 2018
Continuous glucose monitoring (CGM) of patients with diabetes allows the effective management of the disease and reduces the risk of hypoglycemic or hyperglycemic episodes. Towards this goal, the development of reliable CGM models is essential for re...
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