BOOKS - Artificial Intelligence in Bioinformatics and Chemoinformatics
Artificial Intelligence in Bioinformatics and Chemoinformatics - Yashwant Pathak October 11, 2023 PDF  BOOKS
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Artificial Intelligence in Bioinformatics and Chemoinformatics
Author: Yashwant Pathak
Year: October 11, 2023
Format: PDF
File size: PDF 5.0 MB
Language: English



Artificial Intelligence in Bioinformatics and Chemoinformatics: Understanding the Evolution of Technology for Human Survival Introduction: The field of bioinformatics and chemoinformatics has witnessed a significant transformation in recent years with the integration of artificial intelligence (AI) in various aspects of research. Artificial Intelligence in Bioinformatics and Chemoinformatics is a comprehensive guide that highlights the practical applications of AI in solving complex problems in chemistry and biology, providing a deeper understanding of the technological process and its potential for shaping the future of humanity. This book delves into the use of machine learning algorithms in drug discovery, genomics, data analysis, protein structure prediction, and personalized medicine, emphasizing the importance of AI in these areas.
Искусственный интеллект в биоинформатике и хемоинформатике: понимание эволюции технологий выживания человека Введение: Область биоинформатики и хемоинформатики стала свидетелем значительных преобразований в последние годы с интеграцией искусственного интеллекта (ИИ) в различные аспекты исследований. Artificial Intelligence in Bioinformatics and Chemoinformatics - это комплексное руководство, в котором освещаются практические применения ИИ при решении сложных задач в химии и биологии, обеспечивая более глубокое понимание технологического процесса и его потенциала для формирования будущего человечества. Эта книга углубляется в использование алгоритмов машинного обучения в открытии лекарств, геномике, анализе данных, прогнозировании структуры белка и персонализированной медицине, подчеркивая важность ИИ в этих областях.
Intelligence artificielle en bioinformatique et chimiotechnique : comprendre l'évolution des technologies de survie humaine Introduction : domaine de la bioinformatique et de la chimiotechnique a connu des transformations importantes ces dernières années avec l'intégration de l'intelligence artificielle (IA) dans différents aspects de la recherche. Artificial Intelligence in Bioinformatics and Chemoinformatics est un guide complet qui met en lumière les applications pratiques de l'IA dans la résolution de problèmes complexes en chimie et en biologie, permettant une meilleure compréhension du processus technologique et de son potentiel pour façonner l'avenir de l'humanité. Ce livre approfondit l'utilisation d'algorithmes d'apprentissage automatique dans la découverte de médicaments, la génomique, l'analyse de données, la prévision de la structure des protéines et la médecine personnalisée, soulignant l'importance de l'IA dans ces domaines.
Inteligencia artificial en bioinformática y quimioinformática: comprender la evolución de las tecnologías de supervivencia humana Introducción: campo de la bioinformática y la quimioinformática ha sido testigo de importantes transformaciones en los últimos con la integración de la inteligencia artificial (IA) en diversos aspectos de la investigación. Inteligencia Artificial en Bioinformática y Chemoinformática es una guía integral que destaca las aplicaciones prácticas de la IA en la resolución de problemas complejos en química y biología, proporcionando una comprensión más profunda del proceso tecnológico y su potencial para forjar el futuro de la humanidad. Este libro profundiza en el uso de algoritmos de aprendizaje automático en el descubrimiento de fármacos, genómica, análisis de datos, predicción de la estructura proteica y medicina personalizada, destacando la importancia de la IA en estos campos.
Inteligência artificial em bioinformática e hemoinformática: compreensão da evolução das tecnologias de sobrevivência humana Introdução: a área de bioinformática e hemoinformática tem assistido a uma transformação significativa nos últimos anos, com a integração da inteligência artificial (IA) em vários aspectos da pesquisa. A Inteligência Artesical em Bioinformatics e Chemoinformatics é um guia completo que ilustra as aplicações práticas da IA nas tarefas complexas da química e da biologia, garantindo uma compreensão mais profunda do processo tecnológico e do seu potencial para o futuro da humanidade. Este livro é aprofundado no uso de algoritmos de aprendizagem de máquinas na descoberta de medicamentos, genômicos, análise de dados, previsão de estrutura proteína e medicina personalizada, enfatizando a importância da IA nessas áreas.
Intelligenza artificiale nella bioinformatica e nella chemoinformatica: comprensione dell'evoluzione delle tecnologie di sopravvivenza umana Introduzione: Il campo della bioinformatica e della chemoinformatica ha visto importanti trasformazioni negli ultimi anni con l'integrazione dell'intelligenza artificiale (IA) in diversi aspetti della ricerca. Artistical Intelligence in Bioinformatics and Chemoinformatics è una guida completa che mette in luce le applicazioni pratiche dell'intelligenza artificiale per affrontare le sfide della chimica e della biologia, fornendo una migliore comprensione del processo tecnologico e delle sue potenzialità per il futuro dell'umanità. Questo libro si approfondisce nell'uso di algoritmi di apprendimento automatico nella scoperta dei farmaci, nella genomica, nell'analisi dei dati, nella previsione della struttura proteica e nella medicina personalizzata, sottolineando l'importanza dell'intelligenza artificiale in questi settori.
Künstliche Intelligenz in der Bioinformatik und Chemoinformatik: Einblicke in die Evolution menschlicher Überlebenstechnologien Einleitung: Der Bereich der Bioinformatik und Chemoinformatik hat in den letzten Jahren mit der Integration von Künstlicher Intelligenz (KI) in verschiedene Aspekte der Forschung bedeutende Transformationen erlebt. Artificial Intelligence in Bioinformatics and Chemoinformatics ist ein umfassender itfaden, der die praktischen Anwendungen von KI bei der Lösung komplexer Probleme in Chemie und Biologie beleuchtet und ein tieferes Verständnis des technologischen Prozesses und seines Potenzials für die Gestaltung der Zukunft der Menschheit bietet. Dieses Buch befasst sich mit dem Einsatz von maschinellen rnalgorithmen in der Wirkstoffforschung, Genomik, Datenanalyse, Proteinstrukturvorhersage und personalisierter Medizin und unterstreicht die Bedeutung von KI in diesen Bereichen.
Sztuczna inteligencja w bioinformatyce i chemoinformatyce: Zrozumienie ewolucji technologii ludzkiego przetrwania Wprowadzenie: Dziedzina bioinformatyki i chemoinformatyki jest świadkiem znaczących przemian w ostatnich latach z integracji sztucznej inteligencji (AI) w różnych aspektach badań. Sztuczna inteligencja w bioinformatyce i chemoinformatyce jest kompleksowym przewodnikiem, który podkreśla praktyczne zastosowania sztucznej inteligencji w rozwiązywaniu złożonych problemów w chemii i biologii, zapewniając głębsze zrozumienie procesu technologicznego i jego potencjału do kształtowania przyszłości ludzkości. Książka ta rozpoczyna wykorzystanie algorytmów uczenia maszynowego w odkryciu narkotyków, genomice, analizie danych, prognozie struktury białka i spersonalizowanej medycynie, podkreślając znaczenie grypy ptaków w tych dziedzinach.
בינה מלאכותית בביואינפורמטיקה וכימואינפורמטיקה: הבנת התפתחות טכנולוגיות ההישרדות האנושיות מבוא: תחום הביואינפורמטיקה והכימואינפורמטיקה היה עד לשינויים משמעותיים בשנים האחרונות בשילוב בינה מלאכותית (AI) להיבטים שונים של המחקר. בינה מלאכותית בביואינפורמטיקה וכימואינפורמטיקה (באנגלית: Artual Intelligence in Bioinformatics and Chemoinformatics) היא מדריך מקיף המדגיש יישומים מעשיים של AI בפתרון בעיות מורכבות בכימיה ובביולוגיה, המספק הבנה עמוקה יותר של התהליך הטכנולוגי ושל הפוטנציאל שלו לעצב את עתיד האנושות. ספר זה מתעמק בשימוש באלגוריתמים ללימוד מכונה בגילוי תרופות, גנומיקה, ניתוח נתונים, חיזוי מבנה חלבון ורפואה מותאמת אישית, ומדגיש את חשיבותו של ה-AI בתחומים אלה.''
Biyoinformatik ve Kemoinformatikte Yapay Zeka: İnsan Hayatta Kalma Teknolojilerinin Evrimini Anlamak Giriş: Biyoinformatik ve kemoinformatik alanı, yapay zekanın (AI) araştırmanın çeşitli yönlerine entegrasyonu ile son yıllarda önemli dönüşümlere tanık olmuştur. Biyoinformatik ve Kemoinformatikte Yapay Zeka, yapay zekanın kimya ve biyolojideki karmaşık problemleri çözmedeki pratik uygulamalarını vurgulayan, teknolojik süreç ve insanlığın geleceğini şekillendirme potansiyeli hakkında daha derin bir anlayış sağlayan kapsamlı bir kılavuzdur. Bu kitap, ilaç keşfi, genomik, veri analizi, protein yapısı tahmini ve kişiselleştirilmiş tıpta makine öğrenme algoritmalarının kullanımını inceleyerek, bu alanlarda AI'nın önemini vurgulamaktadır.
الذكاء الاصطناعي في المعلوماتية الحيوية والمعلوماتية الكيميائية: فهم تطور تقنيات بقاء الإنسان المقدمة: شهد مجال المعلوماتية الحيوية والمعلوماتية الكيميائية تحولات كبيرة في السنوات الأخيرة مع دمج الذكاء الاصطناعي (AI) في جوانب مختلفة من البحث. الذكاء الاصطناعي في المعلوماتية الحيوية والمعلوماتية الكيميائية هو دليل شامل يسلط الضوء على التطبيقات العملية للذكاء الاصطناعي في حل المشكلات المعقدة في الكيمياء وعلم الأحياء، مما يوفر فهمًا أعمق للعملية التكنولوجية وإمكاناتها لتشكيل مستقبل البشرية. يتعمق هذا الكتاب في استخدام خوارزميات التعلم الآلي في اكتشاف الأدوية، وعلم الجينوم، وتحليل البيانات، والتنبؤ ببنية البروتين، والطب الشخصي، مما يسلط الضوء على أهمية الذكاء الاصطناعي في هذه المجالات.
생물 정보학 및 화학 정보학의 인공 지능: 인간 생존 기술 소개의 진화 이해: 생물 정보학 및 화학 정보학 분야는 최근 인공 지능 (AI) 을 연구의 다양한 측면으로 통합함으로써 중요한 변화를 목격했습니다. 생물 정보학 및 화학 정보학의 인공 지능은 화학 및 생물학의 복잡한 문제를 해결하는 데 AI의 실제 응용을 강조하여 기술 프로세스와 인류의 미래를 형성 할 수있는 잠재력에 대한 깊은 이해를 제공하는 포괄적 인 가이드입니다. 이 책은 약물 발견, 유전체학, 데이터 분석, 단백질 구조 예측 및 개인화 된 의학에서 머신 러닝 알고리즘을 사용하여이 분야에서 AI의 중요성을 강조합니다.
バイオインフォマティクスとケモインフォマティクスにおける人工知能:ヒトの生存技術の進化を理解するはじめに:バイオインフォマティクスとケモインフォマティクスの分野は、近、人工知能(AI)を研究のさまざまな側面に統合することで大きな変化を目撃しています。バイオインフォマティクスとケモインフォマティクスにおける人工知能は、化学と生物学における複雑な問題を解決するためのAIの実用的な応用に焦点を当てた包括的なガイドです。本書では、創薬、ゲノミクス、データ解析、タンパク質構造予測、パーソナライズされた医学における機械学習アルゴリズムの活用について考察し、これらの分野におけるAIの重要性を強調している。
生物信息學和化學信息學的人工智能:了解人類生存技術的演變簡介:生物信息學和化學信息學領域近來隨著人工智能(AI)在研究各個方面的整合而發生了重大變化。生物形態和化學人工智能是一本綜合指南,重點介紹人工智能在解決化學和生物學挑戰中的實際應用,從而更好地了解過程及其塑造人類未來的潛力。本書深入探討了機器學習算法在藥物發現,基因組學,數據分析,蛋白質結構預測和個性化醫學中的使用,強調了AI在這些領域的重要性。

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