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