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Radiomics in prostate cancer: An up-to-date review
M Ferro, O de Cobelli, G Musi… - Therapeutic …, 2022 - journals.sagepub.com
Prostate cancer (PCa) is the most common worldwide diagnosed malignancy in male
population. The diagnosis, the identification of aggressive disease, and the post-treatment …
population. The diagnosis, the identification of aggressive disease, and the post-treatment …
Radiomics beyond the hype: a critical evaluation toward oncologic clinical use
Radiomics is a promising and fast-develo** field within oncology that involves the mining
of quantitative high-dimensional data from medical images. Radiomics has the potential to …
of quantitative high-dimensional data from medical images. Radiomics has the potential to …
[HTML][HTML] Prostate cancer radiogenomics—from imaging to molecular characterization
Radiomics and genomics represent two of the most promising fields of cancer research,
designed to improve the risk stratification and disease management of patients with prostate …
designed to improve the risk stratification and disease management of patients with prostate …
[HTML][HTML] A joint ESTRO and AAPM guideline for development, clinical validation and reporting of artificial intelligence models in radiation therapy
Abstract Background and purpose Artificial Intelligence (AI) models in radiation therapy are
being developed with increasing pace. Despite this, the radiation therapy community has not …
being developed with increasing pace. Despite this, the radiation therapy community has not …
Artificial intelligence applications in medical imaging: A review of the medical physics research in Italy
Purpose To perform a systematic review on the research on the application of artificial
intelligence (AI) to imaging published in Italy and identify its fields of application, methods …
intelligence (AI) to imaging published in Italy and identify its fields of application, methods …
Radiomics in prostate cancer imaging for a personalized treatment approach-current aspects of methodology and a systematic review on validated studies
SKB Spohn, AS Bettermann, F Bamberg… - …, 2021 - pmc.ncbi.nlm.nih.gov
Prostate cancer (PCa) is one of the most frequently diagnosed malignancies of men in the
world. Due to a variety of treatment options in different risk groups, proper diagnostic and …
world. Due to a variety of treatment options in different risk groups, proper diagnostic and …
Value of handcrafted and deep radiomic features towards training robust machine learning classifiers for prediction of prostate cancer disease aggressiveness
There is a growing piece of evidence that artificial intelligence may be helpful in the entire
prostate cancer disease continuum. However, building machine learning algorithms robust …
prostate cancer disease continuum. However, building machine learning algorithms robust …
State of the art of radiomic analysis in the clinical management of prostate cancer: A systematic review
S Ghezzo, C Bezzi, L Presotto, P Mapelli… - Critical Reviews in …, 2022 - Elsevier
We present the current clinical applications of radiomics in the context of prostate cancer
(PCa) management. Several online databases for original articles using a combination of …
(PCa) management. Several online databases for original articles using a combination of …
Multiparametric MRI-based radiomics model to predict pelvic lymph node invasion for patients with prostate cancer
Objective To identify which patient with prostate cancer (PCa) could safely avoid extended
pelvic lymph node dissection (ePLND) by predicting lymph node invasion (LNI), via a …
pelvic lymph node dissection (ePLND) by predicting lymph node invasion (LNI), via a …
Prediction of clinically significant prostate cancer using radiomics models in real-world clinical practice: a retrospective multicenter study
Purpose To develop and evaluate machine learning models based on MRI to predict
clinically significant prostate cancer (csPCa) and International Society of Urological …
clinically significant prostate cancer (csPCa) and International Society of Urological …