Can Whole-body baseline CT radiomics add information to the prediction of best response, progression-free survival, and overall survival of stage IV melanoma …
F Peisen, A Gerken, A Hering, I Dahm, K Nikolaou… - Diagnostics, 2023 - mdpi.com
Background: The aim of this study was to investigate whether the combination of radiomics
and clinical parameters in a machine-learning model offers additive information compared …
and clinical parameters in a machine-learning model offers additive information compared …
Pre-treatment 18F-FDG-PET/CT parameters as biomarkers for progression free survival, best overall response and overall survival in metastatic melanoma patients …
F Peisen, A Gerken, I Dahm, K Nikolaou, T Eigentler… - Plos one, 2024 - journals.plos.org
Background Checkpoint inhibitors have drastically improved the therapy of patients with
advanced melanoma. 18F-FDG-PET/CT parameters might act as biomarkers for response …
advanced melanoma. 18F-FDG-PET/CT parameters might act as biomarkers for response …
[HTML][HTML] CT radiomics compared to a clinical model for predicting checkpoint inhibitor treatment outcomes in patients with advanced melanoma
LS Ter Maat, IAJ van Duin, SG Elias, T Leiner… - European Journal of …, 2023 - Elsevier
Introduction Predicting checkpoint inhibitors treatment outcomes in melanoma is a relevant
task, due to the unpredictable and potentially fatal toxicity and high costs for society …
task, due to the unpredictable and potentially fatal toxicity and high costs for society …
Deep learning on CT scans to predict checkpoint inhibitor treatment outcomes in advanced melanoma
LS Ter Maat, RAJ De Mooij, IAJ Van Duin… - Scientific reports, 2024 - nature.com
Immune checkpoint inhibitor (ICI) treatment has proven successful for advanced melanoma,
but is associated with potentially severe toxicity and high costs. Accurate biomarkers for …
but is associated with potentially severe toxicity and high costs. Accurate biomarkers for …
CT radiomics to predict checkpoint inhibitors treatment outcomes in patients with advanced cutaneous melanoma
LS ter Maat, IAJ van Duin, SG Elias, T Leiner… - medRxiv, 2022 - medrxiv.org
Introduction Predicting checkpoint inhibitors treatment outcomes in melanoma is a relevant
task, due to the unpredictable and potentially fatal toxicity and high costs for society …
task, due to the unpredictable and potentially fatal toxicity and high costs for society …
[PDF][PDF] an, Elias, SG, Leiner, T
LS Maat, I Duin - Verhoeff,.. C., rntz, ER. N., Veta …, 2023 - scholarlypublications …
Introduction: Predicting checkpoint inhibitors treatment outcomes in melanoma is a relevant
task, due to the unpredictable and potentially fatal toxicity and high costs for society …
task, due to the unpredictable and potentially fatal toxicity and high costs for society …
Integrated noninvasive diagnostics for prediction of survival in immunotherapy
Background Integrating complementary diagnostic data sources promises enhanced
robustness in the predictive performance of artificial intelligence (AI) models, a crucial …
robustness in the predictive performance of artificial intelligence (AI) models, a crucial …