AIMC Topic: Semantics

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Real-time deep learning semantic segmentation during intra-operative surgery for 3D augmented reality assistance.

International journal of computer assisted radiology and surgery Jun 24, 2021
PURPOSE: The current study aimed to propose a Deep Learning (DL) and Augmented Reality (AR) based solution for a in-vivo robot-assisted radical prostatectomy (RARP), to improve the precision of a published work from our group. We implemented a two-st...
Augmented Reality Semantics Neural Networks, Computer Male Deep Learning Image Processing, Computer-Assisted Humans
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Semantic Data Mining in Ubiquitous Sensing: A Survey.

Sensors (Basel, Switzerland) Jun 24, 2021
Mining ubiquitous sensing data is important but also challenging, due to many factors, such as heterogeneous large-scale data that is often at various levels of abstraction. This also relates particularly to the important aspects of the explainabilit...
Humans Semantics Artificial Intelligence Data Mining
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Behavioral correlates of cortical semantic representations modeled by word vectors.

PLoS computational biology Jun 23, 2021
The quantitative modeling of semantic representations in the brain plays a key role in understanding the neural basis of semantic processing. Previous studies have demonstrated that word vectors, which were originally developed for use in the field o...
Humans Brain Young Adult Adult Male Language Female Auditory Perception Motion Pictures Visual Perception Behavior Models, Neurological Brain Mapping Semantics Models, Psychological Natural Language Processing Computational Biology Magnetic Resonance Imaging Middle Aged Functional Neuroimaging
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Towards Semantic Integration of Machine Vision Systems to Aid Manufacturing Event Understanding.

Sensors (Basel, Switzerland) Jun 22, 2021
A manufacturing paradigm shift from conventional control pyramids to decentralized, service-oriented, and cyber-physical systems (CPSs) is taking place in today's 4th industrial revolution. Generally accepted roles and implementation recipes of cyber...
Computer Simulation Semantics Humans Machine Learning
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Agent-Based Semantic Role Mining for Intelligent Access Control in Multi-Domain Collaborative Applications of Smart Cities.

Sensors (Basel, Switzerland) Jun 22, 2021
Significance and popularity of Role-Based Access Control (RBAC) is inevitable; however, its application is highly challenging in multi-domain collaborative smart city environments. The reason is its limitations in adapting the dynamically changing in...
Neural Networks, Computer Software Semantics Cities
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HiAM: A Hierarchical Attention based Model for knowledge graph multi-hop reasoning.

Neural networks : the official journal of the International Neural Network Society Jun 9, 2021
Learning to reason in large-scale knowledge graphs has attracted much attention from research communities recently. This paper targets a practical task of multi-hop reasoning in knowledge graphs, which can be applied in various downstream tasks such ...
Pattern Recognition, Automated Knowledge Problem Solving Neural Networks, Computer Semantics
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Knowledge-Powered Deep Breast Tumor Classification With Multiple Medical Reports.

IEEE/ACM transactions on computational biology and bioinformatics Jun 3, 2021
Breast tumor classification with multiple medical reports such as B-ultrasound, Mammography (X-ray) and Nuclear Magnetic Resonance Imaging (MRI) is crucial to the intelligent cancer diagnosis system. Unlike the other domain texts, the medical reports...
Humans Computational Biology Neural Networks, Computer Semantics Electronic Health Records Diagnosis, Computer-Assisted Breast Neoplasms Female Deep Learning
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ILDMSF: Inferring Associations Between Long Non-Coding RNA and Disease Based on Multi-Similarity Fusion.

IEEE/ACM transactions on computational biology and bioinformatics Jun 3, 2021
The dysregulation and mutation of long non-coding RNAs (lncRNAs) have been proved to result in a variety of human diseases. Identifying potential disease-related lncRNAs may benefit disease diagnosis, treatment and prognosis. A number of methods have...
Computational Biology Support Vector Machine RNA, Long Noncoding Semantics Humans Genetic Predisposition to Disease
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A Sentence-Level Joint Relation Classification Model Based on Reinforcement Learning.

Computational intelligence and neuroscience May 26, 2021
Relation classification is an important semantic processing task in the field of natural language processing (NLP). Data sources generally adopt remote monitoring strategies to automatically generate large-scale training data, which inevitably causes...
Semantics Reinforcement, Psychology Language Natural Language Processing Information Storage and Retrieval
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An Examination of the Statistical Laws of Semantic Change in Clinical Notes.

AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science May 17, 2021
Natural language is continually changing. Given the prevalence of unstructured, free-text clinical notes in the healthcare domain, understanding the aspects of this change is of critical importance to clinical Natural Language Processing (NLP) system...
Unified Medical Language System Natural Language Processing Semantics Humans Language
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