Volumetric segmentation of glioblastoma progression compared to bidimensional products and clinical radiological reports
Sign Up to like & getrecommendations! Published in 2019 at "Acta Neurochirurgica"
DOI: 10.1007/s00701-019-04110-0
Abstract: Background Detection of progression is clinically important for the management of glioblastoma. We sought to assess the accuracy of clinical radiological reporting and measured bidimensional products to identify radiological glioblastoma progression. The two were compared… read more here.
Keywords: volumetric segmentation; glioblastoma; clinical radiological; radiological reports ... See more keywords
Deep-Learning-Based Natural Language Processing of Serial Free-Text Radiological Reports for Predicting Rectal Cancer Patient Survival
Sign Up to like & getrecommendations! Published in 2021 at "Frontiers in Oncology"
DOI: 10.3389/fonc.2021.747250
Abstract: Most electronic medical records, such as free-text radiological reports, are unstructured; however, the methodological approaches to analyzing these accumulating unstructured records are limited. This article proposes a deep-transfer-learning-based natural language processing model that analyzes serial… read more here.
Keywords: cancer; radiological reports; free text; rectal cancer ... See more keywords