Computational Intelligence Methods for Bioinformatics and Biostatistics: 18th International Meeting, Cibb 2023, Padova, Italy, September 6-8, 2023, Re
暫譯: 生物資訊學與生物統計學的計算智慧方法:第18屆國際會議 CIBB 2023,義大利帕多瓦,2023年9月6-8日
Vettoretti, Martina, Tavazzi, Erica, Longato, Enrico
- 出版商: Springer
- 出版日期: 2025-05-13
- 售價: $4,120
- 貴賓價: 9.5 折 $3,914
- 語言: 英文
- 頁數: 332
- 裝訂: Quality Paper - also called trade paper
- ISBN: 3031907132
- ISBN-13: 9783031907135
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相關分類:
生物資訊 Bioinformatics、機率統計學 Probability-and-statistics
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相關主題
商品描述
The book constitutes the refereed post-conference proceedings of the 18th International Meeting on Computational Intelligence Methods for Bioinformatics and Biostatistics, CIBB 2023, held in Padova, Italy, during September 6-8, 2023.
The 23 full papers presented in these proceedings were carefully reviewed and selected from 24 submissions. They focuses on topics such as machine learning in healthcare informatics and medical biology; machine learning explainability in medical imaging; prediction uncertainty in machine learning; advanced statistical and computational methodologies for single-cell omics data; present and future research in bioinformatics; distributed computing in bioinformatics and computational biology; and modelling and simulation methods for computational biology and systems medicine.
商品描述(中文翻譯)
本書為第18屆國際計算智慧方法於生物資訊學與生物統計學會議(CIBB 2023)的經過審稿的會後論文集,會議於2023年9月6日至8日在義大利帕多瓦舉行。
本論文集中所呈現的23篇完整論文是從24篇投稿中仔細審核並選出的。這些論文聚焦於以下主題:醫療資訊學與醫學生物學中的機器學習;醫學影像中的機器學習可解釋性;機器學習中的預測不確定性;單細胞組學數據的先進統計與計算方法;生物資訊學的現狀與未來研究;生物資訊學與計算生物學中的分散式計算;以及計算生物學與系統醫學的建模與模擬方法。