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  • 标题:Medical Imaging Mutifractal Analysis in Prediction of Efficiency of Cancer Therapy
  • 本地全文:下载
  • 作者:Jelena Vasiljevic ; Natasa Zivic ; Jelena Pribic
  • 期刊名称:Computer Science & Information Technology
  • 电子版ISSN:2231-5403
  • 出版年度:2016
  • 卷号:6
  • 期号:8
  • 页码:61-67
  • DOI:10.5121/csit.2016.60806
  • 出版社:Academy & Industry Research Collaboration Center (AIRCC)
  • 摘要:Based on pressing need for predictive performance improvement, we explored the value of pretherapytumour histology image analysis to predict chemotherapy response. It was shown thatmultifractal analysis of breast tumour tissue prior to chemotherapy indeed has the capacity todistinguish between histological images of the different chemotherapy responder groups withaccuracies of 91.4% for pPR, 82.9% for pCR and 82.1% for PD/SD.
  • 关键词:breast cancer; prediction; histology; chemotherapy; fractal; multifractal; drug response
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