Supporting the Understanding of Rare Disease Diagnostics with Questionnaire Based Data Analysis and Computer Aided Classifier Fusion is popular PDF and ePub book, written by Xiaowei Zhang in 2023-06-21, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Supporting the Understanding of Rare Disease Diagnostics with Questionnaire Based Data Analysis and Computer Aided Classifier Fusion can be Read Online from any device for your convenience.
Supporting the Understanding of Rare Disease Diagnostics with Questionnaire Based Data Analysis and Computer Aided Classifier Fusion Book PDF Summary
Orphan diseases pose diagnostic challenges due to complex pathologies, limited epidemiological data, and clinical experience. The development of artificial intelligence and machine learning methods has the potential to enhance the accuracy of decision support systems, improving diagnosis outcomes for rare disease patients. This research aims to create a repository for characterizing rare diseases by collecting past experiences of diagnosed patients, reducing gaps in symptom interpretation. This interdisciplinary study, in collaboration with medical experts, has resulted in a computer-aided diagnostic support system utilizing statistical analysis and machine learning algorithms. The system incorporates disease profile aggregation, pattern recognition, and information comparison. An interactive data visualization platform has been established to promote intuitive understanding and evaluate system diagnosis with graphics-based disease feature comparison. It supports medical practitioners during the diagnostic process by presenting visually appealing information. The patient-oriented inquiry mechanism efficiently reduces unnecessary questions while providing a reliable diagnosis based on probability. By combining statistical learning with the visualization module, the system can discover disease-related symptom patterns, offering new means for diagnosing rare disorders. The supplementary diagnosis prediction mechanism can be applied effectively to analyze different groups in surveys with closed-ended questions.
Detail Book of Supporting the Understanding of Rare Disease Diagnostics with Questionnaire Based Data Analysis and Computer Aided Classifier Fusion PDF
- Author : Xiaowei Zhang
- Release : 21 June 2023
- Publisher : Logos Verlag Berlin GmbH
- ISBN : 9783832556686
- Genre : Computers
- Total Page : 180 pages
- Language : English
- PDF File Size : 18,9 Mb
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