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Artificial Intelligence for Enhanced Diagnosis in Oncology cover

Artificial Intelligence for Enhanced Diagnosis in Oncology

by Ashwin Kotnis, Gowhar Rashid, Wael Hafez, Zainab Siddiqui

1st Edition

Publisher: Academic Press

(0 reviews)
Oncology

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Book Details

Print ISBN9780443450044
eText ISBN9780443450051
PublisherAcademic Press
Publishing Year2026
Edition1st Edition
LanguageEnglish
Pages286

Artificial Intelligence for Enhanced Diagnosis in Oncology, 1st Edition, provides a clear guide to computational evaluation techniques for oncologists, radiologists, pathologists, medical practitioners, researchers, and healthcare professionals. The text details how structured data tools assist with clinical assessment, diagnostic workflows, and patient evaluation within modern medical settings.

The volume outlines foundational technical frameworks, including machine learning and natural language processing, applied across major clinical subfields. Specialized thematic coverage addresses early cancer screening, diagnostic prognosis, pathological analysis, surgical oncology, and medical imaging. These clinical discussions demonstrate how algorithmic models interpret diagnostic visual inputs and patient health records to assist medical decisions.

A key defining feature focuses on methodology for optimizing clinical trial designs, enhancing patient selection protocols, and accelerating novel cancer treatment design. The book provides a grounded resource for clinical investigators and medical specialists examining the integration of quantitative computational models into oncology practice.

Table of Contents

  1. Chapter 1: Artificial intelligence in oncology: An introduction

  2. Chapter 2: AI in early cancer screening

  3. Chapter 3: AI in cancer diagnosis and prognosis

  4. Chapter 4: AI-driven pathology: Transforming histopathological analysis

  5. Chapter 5: Integrating liquid biopsy and artificial intelligence for precision detection of cancer signatures

  6. Chapter 6: AI in surgical oncology

  7. Chapter 7: Artificial intelligence in cancer imaging

  8. Chapter 8: Artificial intelligence and radiomics in precision oncology

  9. Chapter 9: AI in cancer clinical trials enhancing study design and patient selection

  10. Chapter 10: AI in designing novel cancer treatments

  11. Chapter 11: Artificial intelligence for personalized oncology: Tailoring treatments to individual patients

  12. Chapter 12: Artificial intelligence in predicting adverse drug reactions, surgical outcomes, and radiotherapy responses

  13. Chapter 13: Artificial intelligence in cancer risk assessment

  14. Chapter 14: Artificial intelligence for oncology sepsis risk and mortality prediction

  15. Chapter 15: AI in cancer education and screening: Improving patient awareness and quality of life

  16. Chapter 16: The future of AI in oncology: Trends and innovations

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▶Research Sources (16)
  • Artificial Intelligence for Enhanced Diagnosis in Oncology
  • Artificial Intelligence for Enhanced Diagnosis in Oncology
  • Life sciences print books and ebooks - page 64
  • Artificial Intelligence for Enhanced Diagnosis in Oncology
  • UPC 9780443450020 Observation and AI Techniques for Digital ...
  • https://lernerbooks.com/products/search_results?se...
  • 楽天Kobo電子書籍ストア: Artificial Intelligence for Enhanced ...
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  • Artificial Intelligence for Enhanced Diagnosis in Oncology
  • Current AI technologies in cancer diagnostics and treatment - PMC
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  • Artificial Intelligence in Oncology: Advances in Cancer Diagnosis ...
  • (PDF) Artificial intelligence in cancer diagnosis and therapy
  • Examining the impact of AI in cancer diagnosis - AIP.ORG

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