AIMC Topic: Pattern Recognition, Automated
Clear Filters Showing 1651 to 1660 of 1671 articles
Automated Classification of Clinical Incident Types.
Studies in health technology and informatics
Jan 1, 2015
We consider the task of automatic classification of clinical incident reports using machine learning methods. Our data consists of 5448 clinical incident reports collected from the Incident Information Management System used by 7 hospitals in the sta...
Human Activity Recognition from Smart-Phone Sensor Data using a Multi-Class Ensemble Learning in Home Monitoring.
Studies in health technology and informatics
Jan 1, 2015
Home monitoring of chronically ill or elderly patient can reduce frequent hospitalisations and hence provide improved quality of care at a reduced cost to the community, therefore reducing the burden on the healthcare system. Activity recognition of ...
Standardized mappings--a framework to combine different semantic mappers into a standardized web-API.
Studies in health technology and informatics
Jan 1, 2015
BACKGROUND: Automatic coding of medical terms is an important, but highly complicated and laborious task.
Applying machine learning to gait analysis data for disease identification.
Studies in health technology and informatics
Jan 1, 2015
A machine-learning framework to identify the specific disease afflicting certain patients diagnosed with Neurological and Neuromuscular Diseases (NND) or Juvenile Idiopathic Arthritis (JIA) using only gait analysis data is presented. Classifying such...
Detecting Learning and Reasoning Patterns in a CDSS for Dementia Investigation.
Studies in health technology and informatics
Jan 1, 2015
Reasoning conducted in clinical practice is manifested through different and often combined reasoning and learning strategies, adjusted to the characteristics of the available information, the medical professional's experience and skills, and the ava...
Sharing models and tools for processing German clinical texts.
Studies in health technology and informatics
Jan 1, 2015
The automatic processing of non-English clinical documents is massively hampered by the lack of publicly available medical language resources for training, testing and evaluating NLP components. We suggest sharing statistical models derived from acce...
Acquisition of Character Translation Rules for Supporting SNOMED CT Localizations.
Studies in health technology and informatics
Jan 1, 2015
Translating huge medical terminologies like SNOMED CT is costly and time consuming. We present a methodology that acquires substring substitution rules for single words, based on the known similarity between medical words and their translations, due ...
Dynamic feature selection applied to the recognition of grasping movements in the control of bioprosthetic hand.
Studies in health technology and informatics
Jan 1, 2015
The paper presents novel method of dynamic feature selection (DFS) and its application in the problem of recognition of patient intent in the bioprosthesis control system. In the proposed approach features are selected dynamically, i.e. separately fo...
Using EHRs for Heart Failure Therapy Recommendation Using Multidimensional Patient Similarity Analytics.
Studies in health technology and informatics
Jan 1, 2015
Electronic Health Records (EHRs) contain a wealth of information about an individual patient's diagnosis, treatment and health outcomes. This information can be leveraged effectively to identify patients who are similar to each for disease diagnosis ...
A new approach for cleansing geographical dataset using Levenshtein distance, prior knowledge and contextual information.
Studies in health technology and informatics
Jan 1, 2015
Epidemiological studies are necessary to take public health decisions. Their relevance depends on the quality of data. Doctors in continuous care collect a big amount of data that can be used for epidemiological purpose, but spatial data may be dirty...
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