Maastro Clinic
Relevante Arbeiten
Meistzitierte Publikationen im Bereich Gesundheit & MedTech
Machine Learning methods for Quantitative Radiomic Biomarkers
Chintan Parmar, Patrick Großmann, Johan Bussink et al.
2015 · 1.008 Zit.
Radiomic Machine-Learning Classifiers for Prognostic Biomarkers of Head and Neck Cancer
Chintan Parmar, Patrick Großmann, D. Rietveld et al.
2015 · 406 Zit.
METhodological RadiomICs Score (METRICS): a quality scoring tool for radiomics research endorsed by EuSoMII
Burak Koçak, Tugba Akinci D’Antonoli, Nathaniel D. Mercaldo et al.
2024 · 255 Zit.
Distributed learning on 20 000+ lung cancer patients – The Personal Health Train
Timo M. Deist, Frank J. W. M. Dankers, Priyanka Ojha et al.
2020 · 162 Zit.
Artificial intelligence‐based clinical decision support in modern medical physics: Selection, acceptance, commissioning, and quality assurance
Geetha Mahadevaiah, Prasad Rv, Iñigo Bermejo et al.
2020 · 117 Zit.
A systematic review and quality of reporting checklist for repeatability and reproducibility of radiomic features
Elisabeth Pfaehler, Ivan Zhovannik, Lise Wei et al.
2021 · 100 Zit.
Machine learning applications in radiation oncology: Current use and needs to support clinical implementation
Charlotte L. Brouwer, Anna M. Dinkla, Liesbeth Vandewinckele et al.
2020 · 81 Zit.
A joint ESTRO and AAPM guideline for development, clinical validation and reporting of artificial intelligence models in radiation therapy
Coen Hurkmans, Jean‐Emmanuel Bibault, Kristy K. Brock et al.
2024 · 68 Zit.
The AIMe registry for artificial intelligence in biomedical research
Julian Matschinske, Nicolás Alcaraz, Arriel Benis et al.
2021 · 58 Zit.
GAN-based one dimensional medical data augmentation
Ye Zhang, Zhixiang Wang, Zhen Zhang et al.
2023 · 49 Zit.
Head and neck cancer treatment outcome prediction: a comparison between machine learning with conventional radiomics features and deep learning radiomics
Bao Ngoc Huynh, Aurora Rosvoll Groendahl, Oliver Tomić et al.
2023 · 39 Zit.
Assessing the role of GPT-4 in thyroid ultrasound diagnosis and treatment recommendations: enhancing interpretability with a chain of thought approach
Zhixiang Wang, Zhen Zhang, Alberto Traverso et al.
2024 · 39 Zit.
From multisource data to clinical decision aids in radiation oncology: The need for a clinical data science community
Joanna Kaźmierska, Andrew Hope, Emiliano Spezi et al.
2020 · 37 Zit.
The role of artificial intelligence in radiotherapy clinical practice
Guillaume Landry, Christopher Kurz, Alberto Traverso
2023 · 35 Zit.
FAIR‐compliant clinical, radiomics and DICOM metadata of RIDER, interobserver, Lung1 and head‐Neck1 TCIA collections
Petros Kalendralis, Zhenwei Shi, Alberto Traverso et al.
2020 · 34 Zit.