AIMC Topic: Data Mining

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IrGO: Iranian traditional medicine General Ontology and knowledge base.

Journal of biomedical semantics Apr 16, 2021
BACKGROUND: Iranian traditional medicine, also known as Persian Medicine, is a holistic school of medicine with a long prolific history. It describes numerous concepts and the relationships between them. However, no unified language system has been p...
Language Biological Ontologies Medicine, Traditional Iran Data Mining
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Automatic Search-and-Replace From Examples With Coevolutionary Genetic Programming.

IEEE transactions on cybernetics Apr 15, 2021
We describe the design and implementation of a system for executing search-and-replace text processing tasks automatically, based only on examples of the desired behavior. The examples consist of pairs describing the original string and the desired m...
Models, Genetic Software Evolution, Molecular Algorithms Machine Learning Data Mining
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Artificial intelligence to deep learning: machine intelligence approach for drug discovery.

Molecular diversity Apr 12, 2021
Drug designing and development is an important area of research for pharmaceutical companies and chemical scientists. However, low efficacy, off-target delivery, time consumption, and high cost impose a hurdle and challenges that impact drug design a...
Artificial Intelligence Machine Learning Algorithms Humans Drug Discovery Deep Learning Big Data Animals Drug Design Research Design Chemistry Techniques, Synthetic Models, Molecular Data Mining Quantitative Structure-Activity Relationship Drug Development Support Vector Machine
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Improved characterisation of clinical text through ontology-based vocabulary expansion.

Journal of biomedical semantics Apr 12, 2021
BACKGROUND: Biomedical ontologies contain a wealth of metadata that constitutes a fundamental infrastructural resource for text mining. For several reasons, redundancies exist in the ontology ecosystem, which lead to the same entities being described...
Vocabulary Humans Ecosystem Biological Ontologies Vocabulary, Controlled Data Mining
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Core services that power AI-driven transformation in cancer research and care.

Biochimica et biophysica acta. Reviews on cancer Apr 10, 2021
This review captures some key lessons learned in the course of helping some of America's leading healthcare AI innovators achieve scale and sustained impact in complex research and care delivery ecosystems. AI innovators may find it useful to access ...
Diffusion of Innovation Medical Oncology Health Services Research Data Mining Telemedicine Databases, Factual Electronic Health Records Artificial Intelligence Animals Neoplasms Biomedical Research Humans
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Local-Global Memory Neural Network for Medication Prediction.

IEEE transactions on neural networks and learning systems Apr 2, 2021
Electronic medical records (EMRs) play an important role in medical data mining and sequential data learning. In this article, we propose to use a sequential neural network with dynamic content-based memories to predict future medications, given EMRs...
Pharmaceutical Preparations Humans Machine Learning Data Mining Algorithms Drug Therapy Neural Networks, Computer Electronic Health Records Models, Theoretical
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Mask-Guided Attention Network and Occlusion-Sensitive Hard Example Mining for Occluded Pedestrian Detection.

IEEE transactions on image processing : a publication of the IEEE Signal Processing Society Mar 26, 2021
Pedestrian detection relying on deep convolution neural networks has made significant progress. Though promising results have been achieved on standard pedestrians, the performance on heavily occluded pedestrians remains far from satisfactory. The ma...
Video Recording Pedestrians Data Mining Neural Networks, Computer Image Processing, Computer-Assisted Humans
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Text mining occupations from the mental health electronic health record: a natural language processing approach using records from the Clinical Record Interactive Search (CRIS) platform in south London, UK.

BMJ open Mar 25, 2021
OBJECTIVES: We set out to develop, evaluate and implement a novel application using natural language processing to text mine occupations from the free-text of psychiatric clinical notes.
Data Mining United Kingdom Humans Occupations Electronic Health Records London Male Adolescent Natural Language Processing Adult Mental Health
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Protocol for a reproducible experimental survey on biomedical sentence similarity.

PloS one Mar 24, 2021
Measuring semantic similarity between sentences is a significant task in the fields of Natural Language Processing (NLP), Information Retrieval (IR), and biomedical text mining. For this reason, the proposal of sentence similarity methods for the bio...
Data Mining Surveys and Questionnaires Semantics Software Natural Language Processing Language PubMed
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Sensor-Based Human Activity Recognition with Spatio-Temporal Deep Learning.

Sensors (Basel, Switzerland) Mar 18, 2021
Human activity recognition (HAR) remains a challenging yet crucial problem to address in computer vision. HAR is primarily intended to be used with other technologies, such as the Internet of Things, to assist in healthcare and eldercare. With the de...
Humans Human Activities Neural Networks, Computer Deep Learning Data Mining
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