Radiomics in Hepatocellular Carcinoma

Kahraman A.

JOURNAL OF GASTROINTESTINAL CANCER, cilt.51, sa.4, ss.1165-1168, 2020 (Hakemli Dergi) identifier identifier identifier

  • Yayın Türü: Makale / Derleme
  • Cilt numarası: 51 Sayı: 4
  • Basım Tarihi: 2020
  • Doi Numarası: 10.1007/s12029-020-00493-x
  • Dergi Adı: JOURNAL OF GASTROINTESTINAL CANCER
  • Sayfa Sayıları: ss.1165-1168
  • Anahtar Kelimeler: Hepatocellular carcinoma, Radiomics, Radiogenomics, TOMOGRAPHY TEXTURE ANALYSIS, GENE-EXPRESSION, CLASSIFICATION
  • İnönü Üniversitesi Adresli: Evet

Özet

Background Radiomics is an emerging field that extracts high-throughput imaging data from different types of images to build models and predict clinical outcomes ina non-invasive manner. This field currently is in the initial growth phase and lacks standardized evaluation criteria but remains a very promising tool for the future todevelop suitable biomarkers for diagnosis, prognosis, and treatment response assessments. The analysis of hepatocellular carcinoma by radiomics will contribute toearly diagnosis and treatment of tumors and improve survival and cure rates. Aim Herein, we aimed to provide an up-to-date overview of the principles of radiomics specifically regarding hepatocellular carcinoma (HCC) and discuss the current challenges and future advancements of radiomics for HCC.