Information Technology in Biomedicine: 10th International Conference, Itib 2025, Zabrze, Poland, June 23-25, 2025 Proceedings
暫譯: 生物醫學中的資訊科技:第十屆國際會議 Itib 2025,波蘭扎布熱,2025年6月23-25日 論文集
Badura, Pawel, Czajkowska, Joanna, Gertych, Arkadiusz
- 出版商: Springer
- 出版日期: 2025-06-20
- 售價: $8,060
- 貴賓價: 9.5 折 $7,657
- 語言: 英文
- 頁數: 304
- 裝訂: Quality Paper - also called trade paper
- ISBN: 3031955811
- ISBN-13: 9783031955815
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商品描述
This book presents 10th International Conference Information Technologies in Biomedicine and shows research on Information Technologies in Medicine. The aim of this issue is to address the requirements for innovative technologies in computer-aided diagnosis and therapy and to indicate new areas of research, including the integration of multimodal data implemented in various fields of medical diagnostics. Fast and reliable data processing techniques able to deliver results in a user-friendly manner are discussed in three sections.
First, the AI and Image Analysis Applications in Medicine section features AI-driven studies for image processing, including comparisons of deep learning models for nuclear detection and segmentation, and optimal scanning settings for biological samples. It also covers the importance of multimodal imaging analysis in radiological studies and chronic wound treatment. Then, Biomedical Signal Processing section investigates the effect of music on brain activity through EEG signal analysis. Artificial intelligence-assisted speech diagnostics in children focuses on sound segmentation and speech disorder detection. The effect of electronic cigarettes is tested by comparing the ECG of smokers and the control group. Finally, Modeling, Simulation, and Therapy Support section presents technologies in patient care, including telemedicine for rehabilitation, analysis of neurodegenerative diseases, and therapeutic applications of music. Models for supporting chronic wound treatment and amblyopia therapy are described.
This book is a great reference tool for scientists who deal with problems of designing and implementing information processing tools employed in systems that assist the clinicians, radiologists, and physiotherapists in patient diagnosis and treatment. It also serves students in exploring innovations in quantitative medical data analysis, data mining, and artificial intelligence.
商品描述(中文翻譯)
本書介紹第十屆國際生物醫學資訊技術會議,並展示醫學資訊技術的研究。本期的目標是滿足計算機輔助診斷和治療中對創新技術的需求,並指出新的研究領域,包括在各種醫學診斷領域中實施的多模態數據整合。快速且可靠的數據處理技術能夠以用戶友好的方式提供結果,這些技術在三個部分中進行討論。
首先,醫學中的人工智慧與影像分析應用部分介紹了基於人工智慧的影像處理研究,包括對核檢測和分割的深度學習模型的比較,以及生物樣本的最佳掃描設置。它還涵蓋了多模態影像分析在放射學研究和慢性傷口治療中的重要性。接著,生物醫學信號處理部分通過腦電圖(EEG)信號分析研究音樂對大腦活動的影響。人工智慧輔助的兒童語音診斷專注於聲音分割和語音障礙檢測。電子煙的影響則通過比較吸煙者和對照組的心電圖(ECG)進行測試。最後,建模、模擬與治療支持部分介紹了病人護理中的技術,包括用於康復的遠程醫療、神經退行性疾病的分析以及音樂的治療應用。支持慢性傷口治療和弱視治療的模型也被描述。
本書是處理設計和實施資訊處理工具問題的科學家的重要參考工具,這些工具用於協助臨床醫生、放射科醫生和物理治療師進行病人診斷和治療。它也幫助學生探索定量醫學數據分析、數據挖掘和人工智慧的創新。