[HTML][HTML] Artificial intelligence and radiomics: fundamentals, applications, and challenges in immunotherapy
Immunotherapy offers the potential for durable clinical benefit but calls into question the
association between tumor size and outcome that currently forms the basis for imaging …
association between tumor size and outcome that currently forms the basis for imaging …
Current status and quality of radiomic studies for predicting immunotherapy response and outcome in patients with non-small cell lung cancer: a systematic review and …
Q Chen, L Zhang, X Mo, J You, L Chen, J Fang… - European journal of …, 2021 - Springer
Purpose Prediction of immunotherapy response and outcome in patients with non-small cell
lung cancer (NSCLC) is challenging due to intratumoral heterogeneity and lack of robust …
lung cancer (NSCLC) is challenging due to intratumoral heterogeneity and lack of robust …
Artificial intelligence to codify lung CT in Covid-19 patients
MP Belfiore, F Urraro, R Grassi, G Giacobbe… - La radiologia …, 2020 - Springer
The spread of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has already
assumed pandemic proportions, affecting over 100 countries in few weeks. A global …
assumed pandemic proportions, affecting over 100 countries in few weeks. A global …
Feature selection methods and predictive models in CT lung cancer radiomics
G Ge, J Zhang - Journal of applied clinical medical physics, 2023 - Wiley Online Library
Radiomics is a technique that extracts quantitative features from medical images using data‐
characterization algorithms. Radiomic features can be used to identify tissue characteristics …
characterization algorithms. Radiomic features can be used to identify tissue characteristics …
[HTML][HTML] Strategies to develop radiomics and machine learning models for lung cancer stage and histology prediction using small data samples
L Ubaldi, V Valenti, RF Borgese, G Collura… - Physica Medica, 2021 - Elsevier
Predictive models based on radiomics and machine-learning (ML) need large and
annotated datasets for training, often difficult to collect. We designed an operative pipeline …
annotated datasets for training, often difficult to collect. We designed an operative pipeline …
CT radiomics, radiologists, and clinical information in predicting outcome of patients with COVID-19 pneumonia
Purpose To compare prediction of disease outcome, severity, and patient triage in
coronavirus disease 2019 (COVID-19) pneumonia with whole lung radiomics, radiologists' …
coronavirus disease 2019 (COVID-19) pneumonia with whole lung radiomics, radiologists' …
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 …
patients and the clinicians in oncology, and it is usually possible by performing imaging …
Radiological artificial intelligence-predicting personalized immunotherapy outcomes in lung cancer
LC Roisman, W Kian, A Anoze, V Fuchs… - NPJ Precision …, 2023 - nature.com
Personalized medicine has revolutionized approaches to treatment in the field of lung
cancer by enabling therapies to be specific to each patient. However, physicians encounter …
cancer by enabling therapies to be specific to each patient. However, physicians encounter …
[HTML][HTML] Imaging to predict checkpoint inhibitor outcomes in cancer. A systematic review
LS Ter Maat, IAJ van Duin, SG Elias… - European Journal of …, 2022 - Elsevier
Background Checkpoint inhibition has radically improved the perspective for patients with
metastatic cancer, but predicting who will not respond with high certainty remains difficult …
metastatic cancer, but predicting who will not respond with high certainty remains difficult …
[HTML][HTML] Radiomic biomarkers of tumor immune biology and immunotherapy response
Immunotherapies are leading to improved outcomes for many cancers, including those with
devastating prognoses. As therapies like immune checkpoint inhibitors (ICI) become a …
devastating prognoses. As therapies like immune checkpoint inhibitors (ICI) become a …