Supporting the Understanding of Rare Disease Diagnostics with Questionnaire-Based Data Analysis and Computer-Aided Classifier Fusion
By (author) Xiaowei Zhang
Paperback (Published)
(June 2023)
ISBN: 9783832556686
5.71 x 8.27 inches
Price: $72.00
In stock
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 surveyswith closed-ended questions.
- By (author) Xiaowei Zhang
Similar Books
Animal Magnetism in Motion / Le magnetisme animal en mouvement
Reconfigurations and Circulations, 1776-1848 / Reconfigurations et circulations, 1776-1848
Care in an Era of New Technologies and Artificial Intelligence
Relationships in a Connected World
Volume 14
Buchblogs zwischen Passion und Profession
Zur Diskursivierung digitaler literaturbezogener Anschlusskommunikation als Arbeit
Volume 5
Ein Leben für den Atem – im Räderwerk der Zeit
Weg und Werk des Reformarztes Johannes Ludwig Schmitt
Hören, Spüren und Bedenken – Mentalisieren in der Musiktherapie
32. MusiktherapieTagung am Freien Musikzentrum München e.V. (2.– 3. März 2024)
Spielarten der (Auto-)pathographie
Interdiskursive Analysen zur Komplementarität von Literatur und Medizin
