AIMC Topic: Data Collection

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Towards Assessing the Human Trajectory Planning Horizon.

PloS one Dec 9, 2016
Mobile robots are envisioned to cooperate closely with humans and to integrate seamlessly into a shared environment. For locomotion, these environments resemble traversable areas which are shared between multiple agents like humans and robots. The se...
Data Collection Locomotion Movement Computer Simulation Models, Theoretical Robotics Motion Humans Artificial Intelligence
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Unsupervised detection of cancer driver mutations with parsimony-guided learning.

Nature genetics Sep 12, 2016
Methods are needed to reliably prioritize biologically active driver mutations over inactive passengers in high-throughput sequencing cancer data sets. We present ParsSNP, an unsupervised functional impact predictor that is guided by parsimony. ParsS...
Humans Polymorphism, Single Nucleotide Models, Genetic Mutation Data Collection Machine Learning Algorithms Stomach Neoplasms Neoplasms
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Temporal data representation, normalization, extraction, and reasoning: A review from clinical domain.

Computer methods and programs in biomedicine Feb 23, 2016
BACKGROUND AND OBJECTIVE: We live our lives by the calendar and the clock, but time is also an abstraction, even an illusion. The sense of time can be both domain-specific and complex, and is often left implicit, requiring significant domain knowledg...
Information Storage and Retrieval Semantics Time Natural Language Processing Internet Humans Data Mining Machine Learning Data Collection Electronic Health Records Decision Support Systems, Clinical Models, Theoretical
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Development and Validation of an Algorithm to Identify Nonalcoholic Fatty Liver Disease in the Electronic Medical Record.

Digestive diseases and sciences Nov 4, 2015
BACKGROUND AND AIMS: Nonalcoholic fatty liver disease (NAFLD) is the most common cause of chronic liver disease worldwide. Risk factors for NAFLD disease progression and liver-related outcomes remain incompletely understood due to the lack of computa...
Prevalence Cohort Studies Logistic Models United States Adult Male Middle Aged Data Collection Alanine Transaminase Aspartate Aminotransferases International Classification of Diseases Diabetes Mellitus Natural Language Processing Biopsy Non-alcoholic Fatty Liver Disease Humans Algorithms Electronic Health Records Female Aged Triglycerides
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Human Rights Texts: Converting Human Rights Primary Source Documents into Data.

PloS one Sep 29, 2015
We introduce and make publicly available a large corpus of digitized primary source human rights documents which are published annually by monitoring agencies that include Amnesty International, Human Rights Watch, the Lawyers Committee for Human Rig...
Databases, Bibliographic Natural Language Processing Humans Periodicals as Topic Algorithms Data Collection Human Rights Documentation
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[Not Available].

Gesundheitswesen (Bundesverband der Arzte des Offentlichen Gesundheitsdienstes (Germany)) Sep 10, 2015
Information Storage and Retrieval Computer Security Meaningful Use Knowledge Bases Data Collection Data Accuracy Datasets as Topic Electronic Health Records
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Machine learning classification of medication adherence in patients with movement disorders using non-wearable sensors.

Computers in biology and medicine Sep 8, 2015
Medication non-adherence is a major concern in the healthcare industry and has led to increases in health risks and medical costs. For many neurological diseases, adherence to medication regimens can be assessed by observing movement patterns. Howeve...
Medical Informatics Movement Disorders Medication Adherence Machine Learning Parkinson Disease Walking Humans Software Models, Statistical Gait Algorithms Physician-Patient Relations Data Mining Patient Safety Data Collection
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Understanding safety-critical interactions with a home medical device through Distributed Cognition.

Journal of biomedical informatics Jun 6, 2015
As healthcare shifts from the hospital to the home, it is becoming increasingly important to understand how patients interact with home medical devices, to inform the safe and patient-friendly design of these devices. Distributed Cognition (DCog) has...
Hemodialysis, Home United Kingdom Renal Insufficiency Interior Design and Furnishings Anthropology, Cultural Data Collection Artificial Intelligence Equipment and Supplies Software Artifacts Algorithms Patient Safety Humans Female Middle Aged Aged Renal Dialysis Adult Residence Characteristics Male Decision Making
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Summarizing and visualizing structural changes during the evolution of biomedical ontologies using a Diff Abstraction Network.

Journal of biomedical informatics Jun 3, 2015
Biomedical ontologies are a critical component in biomedical research and practice. As an ontology evolves, its structure and content change in response to additions, deletions and updates. When editing a biomedical ontology, small local updates may ...
Software Algorithms Technology Biomedical Research Drug Design Quality Control Data Collection Sleep Biological Ontologies Vocabulary, Controlled
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The development of the Athens Emotional States Inventory (AESI): collection, validation and automatic processing of emotionally loaded sentences.

The world journal of biological psychiatry : the official journal of the World Federation of Societies of Biological Psychiatry Mar 23, 2015
OBJECTIVES: The development of ecologically valid procedures for collecting reliable and unbiased emotional data towards computer interfaces with social and affective intelligence targeting patients with mental disorders.
Data Collection Humans Greece Databases, Factual Young Adult Language Adult Emotions Natural Language Processing
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