AIMC Topic: Data Science

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FAIR data enabling new horizons for materials research.

Nature Apr 27, 2022
The prosperity and lifestyle of our society are very much governed by achievements in condensed matter physics, chemistry and materials science, because new products for sectors such as energy, the environment, health, mobility and information techno...
Data Science Artificial Intelligence
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Using Big Data Analytics to "Back Engineer" Protein Conformational Selection Mechanisms.

Molecules (Basel, Switzerland) Apr 13, 2022
In the living cells, proteins bind small molecules (or "ligands") through a "conformational selection" mechanism, where a subset of protein structures are capable of binding the small molecules well while most other protein structures are not capable...
Machine Learning Data Science Proteins Protein Binding Ligands Protein Conformation
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Incremental Ant-Miner Classifier for Online Big Data Analytics.

Sensors (Basel, Switzerland) Mar 13, 2022
Internet of Things (IoT) environments produce large amounts of data that are challenging to analyze. The most challenging aspect is reducing the quantity of consumed resources and time required to retrain a machine learning model as new data records ...
Neural Networks, Computer Machine Learning Humans Bayes Theorem Horses Animals Data Science Algorithms
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Biomaterialomics: Data science-driven pathways to develop fourth-generation biomaterials.

Acta biomaterialia Feb 23, 2022
Conventional approaches to developing biomaterials and implants require intuitive tailoring of manufacturing protocols and biocompatibility assessment. This leads to longer development cycles, and high costs. To meet existing and unmet clinical needs...
Data Science Printing, Three-Dimensional Machine Learning Biocompatible Materials Artificial Intelligence Humans
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Proposing Novel Data Analytics Method for Anatomical Landmark Identification from Endoscopic Video Frames.

Journal of healthcare engineering Feb 23, 2022
BACKGROUND: The anatomical landmarks contain the characteristics that are used to guide the gastroenterologists during the endoscopy. The expert can also ensure the completion of examination with the help of the anatomical landmarks. Automatic detect...
Humans Endoscopy Neural Networks, Computer Gastrointestinal Tract Data Science
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Regional Economic Prediction Model Using Backpropagation Integrated with Bayesian Vector Neural Network in Big Data Analytics.

Computational intelligence and neuroscience Feb 16, 2022
Forecasting economic growth is critical for formulating national economic development policies. Neural Networks are a type of artificial intelligence that may be used to model complex target functions. ANN (Artificial Neural Networks) are one of the ...
Bayes Theorem Algorithms Neural Networks, Computer Data Science Artificial Intelligence Forecasting
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The challenges of explainable AI in biomedical data science.

BMC bioinformatics Jan 20, 2022
Data Science Artificial Intelligence Delivery of Health Care
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Automated Hyperspectral 2D/3D Raman Analysis Using the Learner-Predictor Strategy: Machine Learning-Based Inline Raman Data Analytics.

Analytical chemistry Dec 21, 2021
Synchronously detecting multiple Raman spectral signatures in two-dimensional/three-dimensional (2D/3D) hyperspectral Raman analysis is a daunting challenge. The underlying reasons notwithstanding the enormous volume of the data and also the complexi...
Data Science Spectrum Analysis, Raman Machine Learning Humans Artificial Intelligence Neural Networks, Computer
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Surgical data science - from concepts toward clinical translation.

Medical image analysis Nov 18, 2021
Recent developments in data science in general and machine learning in particular have transformed the way experts envision the future of surgery. Surgical Data Science (SDS) is a new research field that aims to improve the quality of interventional ...
Machine Learning Data Science Humans
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FROM NASA TO HEALTHCARE: REAL-TIME DATA ANALYTICS (MISSION CONTROL) IS RESHAPING HEALTHCARE SERVICES.

Perspectives in health information management Oct 1, 2021
This is a case study of the implementation of a data and analytics-enabled Mission Control at one of the largest healthcare service providers in the state of Washington. Using data analytics and artificial intelligence, CHI-Franciscan (one of the lar...
Data Science Artificial Intelligence United States National Aeronautics and Space Administration United States Delivery of Health Care Humans
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