Artificial Intelligence for Multi-Omics Analysis Part a: Volume 221
暫譯: 多組學分析的人工智慧 第A部分：第221卷
Teplow, David B., Singh, Vijai, Saha, Sudipto
- 出版商: Academic Press
- 出版日期: 2026-04-17
- 售價: $5,890
- 貴賓價: 9.5 折 $5,595
- 語言: 英文
- 頁數: 486
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 0443413479
- ISBN-13: 9780443413476
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相關分類:
DeepLearning
海外代購書籍(需單獨結帳)
相關主題
商品描述
Artificial Intelligence for Multi-omics Analysis, Part A, Volume 221 in the Progress in Molecular Biology and Translational Science series, highlights new advances in the field, with this new volume presenting interesting chapters on topics such as an Introduction to Artificial Intelligence in Multi-omics Analysis, Multi‐omics application in health and diseases, Artificial Intelligence in Genomics Analysis, Artificial Intelligence in Single-cell and Spatial Transcriptomics Data, Artificial Intelligence in the prediction of 3D chromatin structure and gene regulation, Artificial intelligence in Mass Spectrometry-based Proteomics, Integrating Artificial Intelligence into Metabolomics for Predicting Diseases, and more. Additional chapters cover Artificial Intelligence in Microbial Metagenomics, Artificial Intelligence in Interactomics, Artificial Intelligence Integration in Medical Imaging Data, AI in biomolecular structural data analysis, Artificial intelligence in Cryo-Electron Microscope data, Explainable artificial intelligence for multi-omics data, and Multi-Omics Cancer Stratification: from Statistical to Deep Learning Perspective.
商品描述(中文翻譯)
《多組學分析的人工智慧，第一部分，第二百二十一卷》是《分子生物學與轉譯科學進展》系列中的一部分，突顯了該領域的新進展。本卷呈現了有趣的章節，主題包括多組學分析中的人工智慧簡介、健康與疾病中的多組學應用、基因組分析中的人工智慧、單細胞與空間轉錄組數據中的人工智慧、三維染色質結構與基因調控的預測中的人工智慧、基於質譜的蛋白質組學中的人工智慧、將人工智慧整合到代謝組學以預測疾病等。
其他章節涵蓋了微生物宏基因組學中的人工智慧、互作組學中的人工智慧、醫學影像數據中的人工智慧整合、生物分子結構數據分析中的人工智慧、冷凍電子顯微鏡數據中的人工智慧、可解釋的人工智慧在多組學數據中的應用，以及多組學癌症分層：從統計到深度學習的視角。
