Quality of science and reporting of radiomics in oncologic studies: room for improvement according to radiomics quality score and TRIPOD statement

JE Park, D Kim, HS Kim, SY Park, JY Kim, SJ Cho… - European …, 2020 - Springer
Objectives To evaluate radiomics studies according to radiomics quality score (RQS) and
Transparent Reporting of a multivariable prediction model for Individual Prognosis Or …

MR imaging of rectal cancer: radiomics analysis to assess treatment response after neoadjuvant therapy

N Horvat, H Veeraraghavan, M Khan, I Blazic, J Zheng… - Radiology, 2018 - pubs.rsna.org
Purpose To investigate the value of T2-weighted–based radiomics compared with
qualitative assessment at T2-weighted imaging and diffusion-weighted (DW) imaging for …

Towards clinical application of image mining: a systematic review on artificial intelligence and radiomics

M Sollini, L Antunovic, A Chiti, M Kirienko - European journal of nuclear …, 2019 - Springer
Purpose The aim of this systematic review was to analyse literature on artificial intelligence
(AI) and radiomics, including all medical imaging modalities, for oncological and non …

Predicting distant metastasis and chemotherapy benefit in locally advanced rectal cancer

Z Liu, X Meng, H Zhang, Z Li, J Liu, K Sun… - Nature …, 2020 - nature.com
Distant metastasis (DM) is the main cause of treatment failure in locally advanced rectal
cancer. Adjuvant chemotherapy is usually used for distant control. However, not all patients …

[HTML][HTML] Watch and wait approach in rectal cancer: Current controversies and future directions

F López-Campos, M Martín-Martín… - World journal of …, 2020 - ncbi.nlm.nih.gov
According to the main international clinical guidelines, the recommended treatment for
locally-advanced rectal cancer is neoadjuvant chemoradiotherapy followed by surgery …

[HTML][HTML] A review of original articles published in the emerging field of radiomics

J Song, Y Yin, H Wang, Z Chang, Z Liu, L Cui - European journal of …, 2020 - Elsevier
Purpose To determine the characteristics of and trends in research in the emerging field of
radiomics through bibliometric and hotspot analyses of relevant original articles published …

[HTML][HTML] Introduction to radiomics for a clinical audience

C McCague, S Ramlee, M Reinius, I Selby, D Hulse… - Clinical Radiology, 2023 - Elsevier
Radiomics is a rapidly developing field of research focused on the extraction of quantitative
features from medical images, thus converting these digital images into minable, high …

Deep learning and radiomics predict complete response after neo-adjuvant chemoradiation for locally advanced rectal cancer

JE Bibault, P Giraud, M Housset, C Durdux, J Taieb… - Scientific reports, 2018 - nature.com
Abstract Treatment of locally advanced rectal cancer involves chemoradiation, followed by
total mesorectum excision. Complete response after chemoradiation is an accurate …

Radiomics analysis of multiparametric MRI for prediction of pathological complete response to neoadjuvant chemoradiotherapy in locally advanced rectal cancer

Y Cui, X Yang, Z Shi, Z Yang, X Du, Z Zhao… - European radiology, 2019 - Springer
Objectives To develop and validate a radiomics predictive model based on pre-treatment
multiparameter magnetic resonance imaging (MRI) features and clinical features to predict a …

Can CT-based radiomics signature predict KRAS/NRAS/BRAF mutations in colorectal cancer?

L Yang, D Dong, M Fang, Y Zhu, Y Zang, Z Liu… - European …, 2018 - Springer
Objectives To investigate whether CT-based radiomics signature can predict
KRAS/NRAS/BRAF mutations in colorectal cancer (CRC). Methods This retrospective study …