Medical Image Computing and Computer Assisted Intervention - Miccai 2020: 23rd International Conference, Lima, Peru, October 4-8, 2020, Proceedings, P
暫譯: 醫學影像計算與電腦輔助介入 - MICCAI 2020:第23屆國際會議,秘魯利馬,2020年10月4-8日,會議論文集

Martel, Anne L., Abolmaesumi, Purang, Stoyanov, Danail

  • 出版商: Springer
  • 出版日期: 2020-10-03
  • 售價: $4,480
  • 貴賓價: 9.5$4,256
  • 語言: 英文
  • 頁數: 799
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 3030597156
  • ISBN-13: 9783030597153
  • 海外代購書籍(需單獨結帳)

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商品描述

The seven-volume set LNCS 12261, 12262, 12263, 12264, 12265, 12266, and 12267 constitutes the refereed proceedings of the 23rd International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2020, held in Lima, Peru, in October 2020. The conference was held virtually due to the COVID-19 pandemic.

The 542 revised full papers presented were carefully reviewed and selected from 1809 submissions in a double-blind review process. The papers are organized in the following topical sections:

Part I: machine learning methodologies

Part II: image reconstruction; prediction and diagnosis; cross-domain methods and reconstruction; domain adaptation; machine learning applications; generative adversarial networks

Part III: CAI applications; image registration; instrumentation and surgical phase detection; navigation and visualization; ultrasound imaging; video image analysis

Part IV: segmentation; shape models and landmark detection

Part V: biological, optical, microscopic imaging; cell segmentation and stain normalization; histopathology image analysis; opthalmology

Part VI: angiography and vessel analysis; breast imaging; colonoscopy; dermatology; fetal imaging; heart and lung imaging; musculoskeletal imaging

Part VI: brain development and atlases; DWI and tractography; functional brain networks; neuroimaging; positron emission tomography

商品描述(中文翻譯)

七卷本 LNCS 12261、12262、12263、12264、12265、12266 和 12267 是第 23 屆國際醫學影像計算與電腦輔助介入會議(MICCAI 2020)的經過審核的會議論文集,該會議於 2020 年 10 月在秘魯利馬舉行。由於 COVID-19 疫情,會議以虛擬方式進行。

所呈現的 542 篇修訂完整論文是從 1809 篇投稿中經過雙盲審查過程仔細審核和選出的。論文組織在以下主題部分:

第一部分:機器學習方法論

第二部分:影像重建;預測與診斷;跨領域方法與重建;領域適應;機器學習應用;生成對抗網絡

第三部分:CAI 應用;影像配準;儀器與手術階段檢測;導航與可視化;超聲影像;視頻影像分析

第四部分:分割;形狀模型與標記檢測

第五部分:生物、光學、顯微影像;細胞分割與染色標準化;組織病理影像分析;眼科

第六部分:血管造影與血管分析;乳腺影像;結腸鏡檢查;皮膚科;胎兒影像;心臟與肺部影像;肌肉骨骼影像

第七部分:大腦發展與圖譜;擴散加權影像(DWI)與纖維追蹤;功能性大腦網絡;神經影像學;正子發射斷層掃描(PET)

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