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Advanced Search Results For "MEDICAL coding"

1 - 10 of 23,784 results for
 "MEDICAL coding"
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Medical Data Classification Assisted by Machine Learning Strategy.

Publication Type:Academic Journal

Source(s):Computational & Mathematical Methods in Medicine. 9/10/2022, p1-8. 8p.

Abstract:With the development of science and technology, data plays an increasingly important role in our daily life. Therefore, much attention has been paid to the field of data mining. Data classification is the premise of data mining, and how well the data i...

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A Novel Feature Selection Method for Classification of Medical Data Using Filters, Wrappers, and Embedded Approaches.

Publication Type:Academic Journal

Source(s):Complexity. 8/8/2022, p1-12. 12p.

Abstract:Feature selection is the process of identifying the most relevant features from the given data having a large feature space. Microarray datasets are comprised of high-quality features and very few samples of data. Feature selection is performed on such...

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Medical Image Classification Utilizing Ensemble Learning and Levy Flight-Based Honey Badger Algorithm on 6G-Enabled Internet of Things.

Publication Type:Academic Journal

Source(s):Computational Intelligence & Neuroscience. 5/29/2022, p1-17. 17p.

Abstract:Recently, the 6G-enabled Internet of Medical Things (IoMT) has played a key role in the development of functional health systems due to the massive data generated daily from the hospitals. Therefore, the automatic detection and prediction of future ris...

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Dermoscopic Image Classification Using Deep Belief Learning Network Architecture.

Publication Type:Academic Journal

Source(s):Wireless Communications & Mobile Computing. 5/25/2022, p1-13. 13p.

Abstract:In this paper, deep belief learning network architecture (DBL) is proposed for medical image classification in a bid to improve the diagnostics of dermal melanoma as an alternative to traditional dermoscopy. Preprocessing was carried out by using a lin...

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Hybrid Hypercube Optimization Search Algorithm and Multilayer Perceptron Neural Network for Medical Data Classification.

Publication Type:Academic Journal

Source(s):Computational Intelligence & Neuroscience. 3/25/2022, p1-16. 16p.

Abstract:The hypercube optimization search (HOS) approach is a new efficient and robust metaheuristic algorithm that simulates the dove's movement in quest of new food sites in nature, utilizing hypercubes to depict the search zones. In medical informatics, the...

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Self-Supervised Generalized Zero Shot Learning for Medical Image Classification Using Novel Interpretable Saliency Maps.

Publication Type:Academic Journal

Source(s):IEEE Transactions on Medical Imaging. Sep2022, Vol. 41 Issue 9, p2443-2456. 14p.

Abstract:In many real world medical image classification settings, access to samples of all disease classes is not feasible, affecting the robustness of a system expected to have high performance in analyzing novel test data. This is a case of generalized zero ...

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Explainable automated coding of clinical notes using hierarchical label-wise attention networks and label embedding initialisation.

Publication Type:Academic Journal

Source(s):Journal of biomedical informatics [J Biomed Inform] 2021 Apr; Vol. 116, pp. 103728. Date of Electronic Publication: 2021 Mar 09.

Abstract:Background: Diagnostic or procedural coding of clinical notes aims to derive a coded summary of disease-related information about patients. Such coding is usually done manually in hospitals but could potentially be automated to improve the efficiency a...

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Classification of imbalanced medical data: An empirical study of machine learning approaches.

Publication Type:Academic Journal

Source(s):Journal of Intelligent & Fuzzy Systems. 2022, Vol. 43 Issue 2, p1933-1946. 14p.

Abstract:Thousands of patients around the world affecting their health with various factor as age, body mass index, cholesterol levels, albumin levels and several other factor. Prediction of health outcome due to these factors at a proper time can be served as ...

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Absent, Incapable, and "Normal": Understanding the Inclusiveness of Visually Impaired Students' Experiences in Integrated Physical Education.

Publication Type:Academic Journal

Source(s):Adapted Physical Activity Quarterly; Oct2022, Vol. 39 Issue 4, p424-445, 22p, 2 Charts

Abstract:Copyright of Adapted Physical Activity Quarterly is the property of Human Kinetics Publishers, Inc. and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. Howeve...

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Medical Text Classification Using Hybrid Deep Learning Models with Multihead Attention.

Publication Type:Academic Journal

Source(s):Computational Intelligence & Neuroscience. 9/24/2021, p1-16. 16p.

Abstract:To unlock information present in clinical description, automatic medical text classification is highly useful in the arena of natural language processing (NLP). For medical text classification tasks, machine learning techniques seem to be quite effecti...

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