A Computer Scientist's Guide to Cell Biology
暫譯: 計算機科學家細胞生物學指南

Cohen, William W., Cohen, Charles K.

  • 出版商: Springer
  • 出版日期: 2025-07-12
  • 售價: $2,080
  • 貴賓價: 9.5$1,976
  • 語言: 英文
  • 頁數: 117
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 3031559096
  • ISBN-13: 9783031559099
  • 相關分類: 生物資訊 Bioinformatics
  • 海外代購書籍(需單獨結帳)

商品描述

Unlike the structured world of computer science, biology is complex, evolving, and often lacks clean abstract models. This book aims to serve as a guide for computer scientists who need to understand cell biology, breaking the field into three parts: biological mechanics, experimental methods, and language/nomenclature. While biological mechanics, which investigates cellular-level details, is covered by many texts, this book also focuses on experimental methods - how biologists conduct experiments and gather data - and on helping the reader understand the language and terminology of biology, which is rich but challenging for non-biologists.

A Computer Scientist's Guide to Cell Biology uses a metaphor of biology as a strange land with an unfamiliar language and customs. The goal of the book is to provide a high-level introduction to cell biology, simplifying concepts and relating them to familiar ideas from computer science, so that working computer scientists can more effectively understand read recent research papers and results.

This Second Edition contains a number of updates, including discussions of CRISPR, advances in DNA Sequencing, and mRNA vaccines. It serves as an easy-to-read travel guide for computer scientists navigating the intricate and sometimes perplexing terrain of cell biology, offering insights into experimental methods and helping bridge the gap between the structured world of computer science and the complexities of biological systems.

商品描述(中文翻譯)

與電腦科學的結構化世界不同,生物學是複雜的、持續演變的,並且常常缺乏清晰的抽象模型。本書旨在為需要理解細胞生物學的電腦科學家提供指導,將該領域分為三個部分:生物力學、實驗方法以及語言/命名法。雖然許多文本涵蓋了生物力學,這一部分探討細胞層級的細節,但本書也專注於實驗方法——生物學家如何進行實驗和收集數據——並幫助讀者理解生物學的語言和術語,這些術語豐富但對非生物學家來說具有挑戰性。

《電腦科學家的細胞生物學指南》使用生物學作為一個陌生的土地,擁有不熟悉的語言和習俗的隱喻。本書的目標是提供細胞生物學的高層次介紹,簡化概念並將其與電腦科學中熟悉的想法聯繫起來,以便在職的電腦科學家能更有效地理解最近的研究論文和結果。

本書第二版包含多項更新,包括對CRISPR的討論、DNA測序的進展以及mRNA疫苗的介紹。它作為一本易於閱讀的旅行指南,幫助電腦科學家在細胞生物學這一錯綜複雜且有時令人困惑的領域中導航,提供對實驗方法的見解,並幫助彌合電腦科學的結構化世界與生物系統的複雜性之間的鴻溝。

作者簡介

William W. Cohen is a AAAI Fellow, past president of the International Machine Learning Society, winner of multiple best-paper and test-of-time awards, author of hundreds of refereed publications, and past recipient of multiple NIH grants on applications of computer science to biology and biological information seeking.

Charles K. Cohen is a trained biologist who moved from the lab bench to earn a master's degree in science and medical writing from Johns Hopkins University. In this transition, he has found that typos are much easier to correct than contaminated petri dishes.

作者簡介(中文翻譯)

威廉·W·科恩是美國人工智慧學會(AAAI)的會士,曾任國際機器學習學會的會長,獲得多項最佳論文和持久影響獎,發表了數百篇經過審核的學術出版物,並曾獲得多項國立衛生研究院(NIH)關於計算機科學在生物學及生物信息搜尋應用的研究經費。

查爾斯·K·科恩是一位受過訓練的生物學家,他從實驗室轉向約翰霍普金斯大學獲得科學與醫學寫作的碩士學位。在這個過程中,他發現打字錯誤比被污染的培養皿更容易修正。