[HTML][HTML] Radiomics and machine learning applications in rectal cancer: current update and future perspectives

A Stanzione, F Verde, V Romeo… - World Journal of …, 2021 - ncbi.nlm.nih.gov
The high incidence of rectal cancer in both sexes makes it one of the most common tumors,
with significant morbidity and mortality rates. To define the best treatment option and …

Current and future cancer staging after neoadjuvant treatment for solid tumors

DR Byrd, JD Brierley, TP Baker… - CA: a cancer journal …, 2021 - Wiley Online Library
Until recently, cancer registries have only collected cancer clinical stage at diagnosis, before
any therapy, and pathological stage after surgical resection, provided no treatment has been …

Short-course radiotherapy followed by chemotherapy before total mesorectal excision (TME) versus preoperative chemoradiotherapy, TME, and optional adjuvant …

RR Bahadoer, EA Dijkstra, B van Etten… - The Lancet …, 2021 - thelancet.com
Background Systemic relapses remain a major problem in locally advanced rectal cancer.
Using short-course radiotherapy followed by chemotherapy and delayed surgery, the Rectal …

MRI-based clinical-radiomics model predicts tumor response before treatment in locally advanced rectal cancer

A Delli Pizzi, AM Chiarelli, P Chiacchiaretta… - Scientific Reports, 2021 - nature.com
Neoadjuvant chemo-radiotherapy (CRT) followed by total mesorectal excision (TME)
represents the standard treatment for patients with locally advanced (≥ T3 or N+) rectal …

Introducing the Node Reporting and Data System 1.0 (Node-RADS): a concept for standardized assessment of lymph nodes in cancer

FHJ Elsholtz, P Asbach, M Haas, M Becker… - European …, 2021 - Springer
Abstract “Node-RADS” addresses the lack of consensus in the radiologic assessment of
lymph node involvement by cancer and meets the increasing demand for structured …

Rectal cancer lateral lymph nodes: multicentre study of the impact of obturator and internal iliac nodes on oncological outcomes

DP Schaap, LSF Boogerd, T Konishi… - British Journal of …, 2021 - academic.oup.com
Background In patients with rectal cancer, enlarged lateral lymph nodes (LLNs) result in
increased lateral local recurrence (LLR) and lower cancer-specific survival (CSS) rates …

Magnetic resonance imaging evaluation of the accuracy of various lymph node staging criteria in rectal cancer: a systematic review and meta-analysis

Z Zhuang, Y Zhang, M Wei, X Yang, Z Wang - Frontiers in Oncology, 2021 - frontiersin.org
Background Magnetic resonance imaging (MRI)-based lymph node staging remains a
significant challenge in the treatment of rectal cancer. Pretreatment evaluation of lymph …

Radiomics as a new frontier of imaging for cancer prognosis: a narrative review

A Reginelli, V Nardone, G Giacobbe, MP Belfiore… - Diagnostics, 2021 - mdpi.com
The evaluation of the efficacy of different therapies is of paramount importance for the
patients and the clinicians in oncology, and it is usually possible by performing imaging …

Radiomics and magnetic resonance imaging of rectal cancer: from engineering to clinical practice

F Coppola, V Giannini, M Gabelloni, J Panic… - Diagnostics, 2021 - mdpi.com
While cross-sectional imaging has seen continuous progress and plays an undiscussed
pivotal role in the diagnostic management and treatment planning of patients with rectal …

[HTML][HTML] Multicentre, deep learning, synthetic-CT generation for ano-rectal MR-only radiotherapy treatment planning

D Bird, MG Nix, H McCallum, M Teo, A Gilbert… - Radiotherapy and …, 2021 - Elsevier
Background and purpose Comprehensive dosimetric analysis is required prior to the clinical
implementation of pelvic MR-only sites, other than prostate, due to the limited number of site …