Quantitative Imaging in the Thorax
暫譯: 胸腔定量影像學

Gill, Ritu, Rajiah, Prabhakar

Quantitative Imaging in the Thorax
  • 出版商: Springer
  • 出版日期: 2026-04-10
  • 售價: $8,240
  • 貴賓價: 9.5 折 $7,828
  • 語言: 英文
  • 頁數: 587
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 3032141028
  • ISBN-13: 9783032141026
  • 相關分類: Machine Learning

    • 海外代購書籍(需單獨結帳)

商品描述

This book offers a comprehensive review of quantitative imaging, from extraction of features to creating AI and machine specific algorithms. Quantitative imaging is the extraction of quantifiable features from images for the assessment of normality, severity, and degree of change. It includes the development, standardization, and optimization of protocols, data analysis, and display/reporting methods to allow for validation of image derived metrics. The radiology report is comprised of both qualitative and quantitative data. The former is narrative, detail oriented, easier for patients and other providers to understand, but difficult to summarize and hard to relate to outcome measures. Quantitative imaging on the other hand is objective and can be used in complex statistical calculations, but cannot really stand alone and needs stringent quality measures in order to preserve accuracy and reproducibility. With an increasing focus on AI and machine learning and the need to build patientand disease specific algorithms, this book offers a common ground for physicians, radiologists and data scientists to reference and further advance the field.

The main purpose of this book is to provide details of quantitative imaging from extraction of data from CT and MR images and incorporation into models for clinical translation and application. Individual chapters feature experts from around the world and covers all aspects of quantitative imaging in the thorax, from screening to diagnosis and management. This book also features chapters dedicated to radiomics and radiogenomics.

This is an ideal guide for radiologists, physicians, and data scientists working towards a common ground in quantitative imaging.

商品描述(中文翻譯)

本書提供了量化影像的全面回顧，涵蓋從特徵提取到創建人工智慧（AI）和機器特定演算法的過程。量化影像是從影像中提取可量化特徵，以評估正常性、嚴重性和變化程度。它包括協議的開發、標準化和優化、數據分析以及顯示/報告方法，以便驗證影像衍生的指標。放射科報告由定性和定量數據組成。前者是敘述性、細節導向，對患者和其他提供者來說較易理解，但難以總結且難以與結果指標相關聯。另一方面，量化影像是客觀的，可以用於複雜的統計計算，但無法單獨存在，需要嚴格的質量措施以保持準確性和可重複性。隨著對人工智慧和機器學習的日益關注，以及建立針對患者和疾病特定演算法的需求，本書為醫生、放射科醫生和數據科學家提供了一個共同的參考基礎，以進一步推進該領域。

本書的主要目的是提供從CT和MR影像中提取數據的量化影像詳細資訊，並將其納入臨床轉化和應用的模型。各章節邀請了來自世界各地的專家，涵蓋胸部量化影像的各個方面，從篩檢到診斷和管理。本書還包含專門針對放射組學（radiomics）和放射基因組學（radiogenomics）的章節。

這是一本理想的指南，適合致力於量化影像共同基礎的放射科醫生、醫生和數據科學家。

作者簡介

Ritu R. Gill, MD, MPH, is Chief of Cardiothoracic Radiology and Professor of Radiology at Columbia University Medical Center, NY. She is a subspecialty-trained radiologist with expertise in Cardiothoracic Imaging and Oncoradiology and holds a Master's Degree in Public Health with a concentration in Clinical Effectiveness.

Dr. Gill's scholarly work centers on the integration of quantitative imaging metrics with clinical and pathological parameters to develop prognostic models for thoracic malignancies. Her research seeks to advance the role of imaging as a biomarker in precision oncology, with the goal of improving disease characterization, treatment selection, and survival outcomes in patients with lung and other chest cancers.

In addition to her research and clinical practice, Dr. Gill is actively engaged in academic leadership, education, and editorial work. She has contributed to numerous peer-reviewed publications, book chapters, and educational initiatives in radiology and oncology. As a book editor, Dr. Gill brings a multidisciplinary perspective that bridges imaging science, clinical medicine, and public health, fostering collaborations that drive innovation and evidence-based care in thoracic imaging and oncologic radiology.

Prabhakar Rajiah, MBBS, MD, FRCR, FACR, FACC, FAHA, FSCCT, FSCMR, FNASCI, FSABI, is a Professor of Radiology and Consultant Cardiovascular & Thoracic Radiologist at the Mayo Clinic in Rochester, Minnesota. His clinical and academic work centers on structural heart disease, multienergy and photon-counting CT, quantitative imaging, and advanced cardiovascular CT and MRI techniques.

Dr. Rajiah is an internationally recognized authority in his field, with a scholarly record that includes more than 250 peer-reviewed publications, 75 book chapters, and editorial leadership of five textbooks and special journal issues. He serves as Deputy Editor of the Journal of Thoracic Imaging and as Associate Editor for Radiology, Radiology: Cardiothoracic Imaging, and RadioGraphics.

His contributions to cardiovascular imaging and radiologic education have been recognized with numerous distinctions, including the RSNA Research Trainee Prize, the Roentgen Radiology Fellow Research Award, multiple RSNA Honored Educator Awards, and the RSNA Lifetime Honored Educator Award.

作者簡介(中文翻譯)

Ritu R. Gill, MD, MPH 是紐約哥倫比亞大學醫學中心心胸放射學主任及放射學教授。她是一位專業訓練的放射科醫師，專長於心胸影像學和腫瘤放射學，並擁有公共衛生碩士學位，專注於臨床效能。

Gill醫生的學術工作集中於將定量影像指標與臨床和病理參數整合，以開發胸部惡性腫瘤的預後模型。她的研究旨在推進影像作為精準腫瘤學中的生物標記的角色，目標是改善肺部及其他胸部癌症患者的疾病特徵、治療選擇和生存結果。

除了她的研究和臨床實踐外，Gill醫生還積極參與學術領導、教育和編輯工作。她為多篇經過同行評審的出版物、書籍章節和放射學及腫瘤學的教育計劃做出了貢獻。作為書籍編輯，Gill醫生帶來了跨學科的視角，橋接影像科學、臨床醫學和公共衛生，促進推動創新和基於證據的心胸影像及腫瘤放射學的合作。

Prabhakar Rajiah, MBBS, MD, FRCR, FACR, FACC, FAHA, FSCCT, FSCMR, FNASCI, FSABI 是明尼蘇達州羅切斯特的梅奧診所放射學教授及心血管與胸部放射科顧問醫師。他的臨床和學術工作集中於結構性心臟病、多能量和光子計數CT、定量影像以及先進的心血管CT和MRI技術。

Rajiah醫生是國際公認的領域權威，擁有超過250篇經過同行評審的出版物、75個書籍章節，以及五本教科書和特刊的編輯領導記錄。他擔任《胸部影像學期刊》的副編輯，並擔任《放射學》、《放射學：心胸影像學》和《放射圖像學》的副編輯。

他在心血管影像和放射學教育方面的貢獻獲得了多項榮譽，包括RSNA研究實習生獎、Roentgen放射學研究獎、多次RSNA榮譽教育者獎，以及RSNA終身榮譽教育者獎。

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