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Algorithms - AI Medical Compendium

AIMC Topic: Algorithms

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Utility of support vector machine and decision tree to identify the prognosis of metformin poisoning in the United States: analysis of National Poisoning Data System.

BMC pharmacology & toxicology Jul 13, 2022
BACKGROUND: With diabetes incidence growing globally and metformin still being the first-line for its treatment, metformin's toxicity and overdose have been increasing. Hence, its mortality rate is increasing. For the first time, we aimed to study th...
Humans Algorithms United States Support Vector Machine Retrospective Studies Prognosis Metformin Decision Trees
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Ability to Predict Melanoma Within 5 Years Using Registry Data and a Convolutional Neural Network: A Proof of Concept Study.

Acta dermato-venereologica Jul 13, 2022
Research relating to machine learning algorithms, including convolutional neural networks, has increased during the past 5 years. The aim of this pilot study was to investigate how accurately a convolutional neural network, trained on Swedish registr...
Neural Networks, Computer Algorithms Humans Registries Proof of Concept Study Pilot Projects Melanoma
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Intelligent Big Information Retrieval of Smart Library Based on Graph Neural Network (GNN) Algorithm.

Computational intelligence and neuroscience Jul 13, 2022
In order to provide users with more humanized and intelligent big data knowledge services, a research method of intelligent big information retrieval of Smart Library Based on graph neural network (GNN) algorithm is proposed. Through the key technica...
Algorithms Neural Networks, Computer Information Storage and Retrieval
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Designing Deep Learning Hardware Accelerator and Efficiency Evaluation.

Computational intelligence and neuroscience Jul 13, 2022
With the swift development of deep learning applications, the convolutional neural network (CNN) has brought a tremendous challenge to traditional processors to fulfil computing requirements. It is urgent to embrace new strategies to improve efficien...
Deep Learning Neural Networks, Computer Algorithms Computers Software
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Optimization Algorithm of Urban Rail Transit Network Route Planning Using Deep Learning Technology.

Computational intelligence and neuroscience Jul 13, 2022
Under the present background, optimizing the existing urban rail transit network is the focus of urban rail transit construction at present. Based on DL, this paper constructs the optimization algorithm of urban rail transit network route planning. A...
Algorithms City Planning Deep Learning Railroads Technology
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Multifunctional Fiber-Enabled Intelligent Health Agents.

Advanced materials (Deerfield Beach, Fla.) Jul 12, 2022
The application of wearable devices is promoting the development toward digitization and intelligence in the field of health. However, the current smart devices centered on human health have disadvantages such as weak perception, high interference de...
Algorithms Artificial Intelligence Intelligence Humans Wearable Electronic Devices
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DTP-Net: A convolutional neural network model to predict threshold for localizing the lesions on dermatological macro-images.

Computers in biology and medicine Jul 12, 2022
Highly focused images of skin captured with ordinary cameras, called macro-images, are extensively used in dermatology. Being highly focused views, the macro-images contain only lesions and background regions. Hence, the localization of lesions on th...
Image Processing, Computer-Assisted Entropy Skin Neoplasms Humans Algorithms Neural Networks, Computer
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A multi-model fusion algorithm as a real-time quality control tool for small shift detection.

Computers in biology and medicine Jul 12, 2022
BACKGROUND: Patient-based real-time quality control (PBRTQC), a complement to traditional QC, may eliminate matrix effect from QC materials, realize real-time monitoring as well as cut costs. However, the accuracy of PBRTQC has not been satisfactory ...
Laboratories Artificial Intelligence Humans Quality Control Algorithms
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Propagation of societal gender inequality by internet search algorithms.

Proceedings of the National Academy of Sciences of the United States of America Jul 12, 2022
Humans increasingly rely on artificial intelligence (AI) for efficient and objective decision-making, yet there is increasing concern that algorithms used by modern AI systems produce discriminatory outputs, presumably because they are trained on dat...
Humans Algorithms Artificial Intelligence Sexism Decision Making Male Internet
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Path Planning for Wheeled Mobile Robot in Partially Known Uneven Terrain.

Sensors (Basel, Switzerland) Jul 12, 2022
Path planning for wheeled mobile robots on partially known uneven terrain is an open challenge since robot motions can be strongly influenced by terrain with incomplete environmental information such as locally detected obstacles and impassable terra...
Motion Computer Simulation Robotics Algorithms
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