[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 …

[HTML][HTML] Emerging applications of radiomics in rectal cancer: State of the art and future perspectives

M Hou, JH Sun - World Journal of Gastroenterology, 2021 - ncbi.nlm.nih.gov
Rectal cancer (RC) is the third most commonly diagnosed cancer and has a high risk of
mortality, although overall survival rates have improved. Preoperative assessments and …

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] Artificial intelligence and radiomics in magnetic resonance imaging of rectal cancer: A review

G Di Costanzo, R Ascione, A Ponsiglione… - … of Targeted Anti …, 2023 - ncbi.nlm.nih.gov
Rectal cancer (RC) is one of the most common tumours worldwide in both males and
females, with significant morbidity and mortality rates, and it accounts for approximately one …

Role of machine learning in precision oncology: applications in gastrointestinal cancers

A Tabari, SM Chan, OMF Omar, SI Iqbal, MS Gee… - Cancers, 2022 - mdpi.com
Simple Summary Worldwide gastrointestinal (GI) malignancies account for about 25% of the
global cancer incidence. For some malignancies, screening programs, such as routine colon …

[HTML][HTML] Radiomics for rectal cancer

N Dinapoli, C Casà, B Barbaro… - Translational Cancer …, 2016 - tcr.amegroups.org
Diagnosis and treatment of locally advanced rectal cancer is mainly based on multimodal
approach for staging, planning and treatment. The modern radiological and imaging …

Novel imaging techniques of rectal cancer: what do radiomics and radiogenomics have to offer? A literature review

N Horvat, DDB Bates, I Petkovska - Abdominal Radiology, 2019 - Springer
Introduction As computational capabilities have advanced, radiologists and their
collaborators have looked for novel ways to analyze diagnostic images. This has resulted in …

Role of MRI‑based radiomics in locally advanced rectal cancer

S Zhang, M Yu, D Chen, P Li… - Oncology …, 2022 - spandidos-publications.com
Colorectal cancer is the third most common type of cancer, with high morbidity and mortality
rates. In particular, locally advanced rectal cancer (LARC) is difficult to treat and has a high …

[HTML][HTML] Radiomics in colorectal cancer patients

R Inchingolo, C Maino, R Cannella… - World Journal of …, 2023 - ncbi.nlm.nih.gov
The main therapeutic options for colorectal cancer are surgical resection and adjuvant
chemotherapy in non-metastatic disease. However, the evaluation of the overall adjuvant …

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 …