Current Applications of Deep Learning in Cancer Diagnostics

Chaki, Jyotismita, Ucar, Aysegul

  • 出版商: CRC
  • 出版日期: 2023-02-22
  • 售價: $3,520
  • 貴賓價: 9.5$3,344
  • 語言: 英文
  • 頁數: 167
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 1032233850
  • ISBN-13: 9781032233857
  • 相關分類: DeepLearning
  • 下單後立即進貨 (約2~4週)

相關主題

商品描述

This book examines deep learning-based approaches in the field of cancer
diagnostics, as well as pre-processing techniques which are essential to cancer diagnostics. Topics include: introduction to current applications of deep learning in cancer diagnostics; pre-processing of cancer data using deep learning; review of deep learning techniques in oncology; overview of advanced deep learning techniques in cancer diagnostics; prediction of cancer susceptibility using deep learning techniques; prediction of cancer reoccurrence using deep learning techniques; deep learning techniques to predict the grading of human cancer;
different human cancer detection using deep learning techniques; prediction of cancer survival using deep learning techniques; complexity in the use of deep learning in cancer diagnostics; challenges and future scopes of deep learning techniques in oncology.

商品描述(中文翻譯)

本書探討了在癌症診斷領域中基於深度學習的方法,以及對癌症診斷至關重要的預處理技術。主題包括:深度學習在癌症診斷中的當前應用介紹;使用深度學習對癌症數據進行預處理;腫瘤學中深度學習技術的綜述;癌症診斷中先進的深度學習技術概述;使用深度學習技術預測癌症易感性;使用深度學習技術預測癌症復發;使用深度學習技術預測人類癌症分級;使用深度學習技術進行不同人類癌症檢測;使用深度學習技術預測癌症存活率;深度學習在癌症診斷中的使用複雜性;深度學習技術在腫瘤學中的挑戰和未來發展方向。

作者簡介

Jyotismita Chaki, PhD, is an Associate Professor at School of Computer Science and Engineering, Vellore Institute of Technology, Vellore, India.

Aysegul Ucar, PhD, is a Professor in Department of Mechatronics Engineering, Firat University, Turkey.

作者簡介(中文翻譯)

Jyotismita Chaki, PhD,是印度維洛爾理工學院計算機科學與工程學院的副教授。

Aysegul Ucar, PhD,是土耳其菲拉特大學機電工程系的教授。