On dose cube pixel spacing pre-processing for features extraction stability in dosiomic studies

Radiomics and Dosiomics for Predicting Local Control after Carbon-Ion Radiotherapy in Skull-Base Chordoma

(2021) Giulia Buizza et al.   Cancers

Multi‐institutional dose‐segmented dosiomic analysis for predicting radiation pneumonitis after lung stereotactic body radiation therapy

(2021) Takanori Adachi et al.   MEDICAL PHYSICS

Artificial intelligence: Deep learning in oncological radiomics and challenges of interpretability and data harmonization

(2021) Panagiotis Papadimitroulas et al.   Physica Medica-European Journal of Medical Physics

Machine learning helps identifying volume-confounding effects in radiomics

(2020) Alberto Traverso et al.   Physica Medica-European Journal of Medical Physics

Dosiomics improves prediction of locoregional recurrence for intensity modulated radiotherapy treated head and neck cancer cases

(2020) Aiqian Wu et al.   ORAL ONCOLOGY

Multi-view radiomics and dosiomics analysis with machine learning for predicting acute-phase weight loss in lung cancer patients treated with radiotherapy

(2020) Sang Ho Lee et al.   PHYSICS IN MEDICINE AND BIOLOGY

The Image Biomarker Standardization Initiative: Standardized Quantitative Radiomics for High-Throughput Image-based Phenotyping

(2020) Alex Zwanenburg et al.   RADIOLOGY

What is plan quality in radiotherapy? The importance of evaluating dose metrics, complexity, and robustness of treatment plans

(2020) Victor Hernandez et al.   RADIOTHERAPY AND ONCOLOGY

Dose Distribution Prediction in Isodose Feature‐Preserving Voxelization Domain Using Deep Convolutional Neural Network

(2019) Ming Ma et al.   MEDICAL PHYSICS

Incorporating dosimetric features into the prediction of 3D VMAT dose distributions using deep convolutional neural network

(2019) Ming Ma et al.   PHYSICS IN MEDICINE AND BIOLOGY

Radiomics in nuclear medicine: robustness, reproducibility, standardization, and how to avoid data analysis traps and replication crisis

(2019) Alex Zwanenburg   EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING

Radiomic feature stability across 4D respiratory phases and its impact on lung tumor prognosis prediction

(2019) Qian Du et al.   PLoS One

Assessing radiomic feature robustness to interpolation in 18F-FDG PET imaging

(2019) Philip Whybra et al.   Scientific Reports

Radiation Necrosis and White Matter Lesions in Pediatric Patients With Brain Tumors Treated With Pencil Beam Scanning Proton Therapy

(2018) Beat Bojaxhiu et al.   INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS

Repeatability and reproducibility of radiomic features: A systematic review

(2018) Alberto Traverso et al.   INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS

Texture analysis of 3D dose distributions for predictive modelling of toxicity rates in radiotherapy

(2018) Linda Rossi et al.   RADIOTHERAPY AND ONCOLOGY

Towards a modular decision support system for radiomics: A case study on rectal cancer

(2018) Roberto Gatta et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

What does research reproducibility mean?

(2016) Steven N. Goodman et al.   Science Translational Medicine

Revisiting the Robustness of PET-Based Textural Features in the Context of Multi-Centric Trials

(2016) Clément Bailly et al.   PLoS One

Impact of Reconstruction Algorithms on CT Radiomic Features of Pulmonary Tumors: Analysis of Intra- and Inter-Reader Variability and Inter-Reconstruction Algorithm Variability

(2016) Hyungjin Kim et al.   PLoS One

Measuring Computed Tomography Scanner Variability of Radiomics Features

(2015) Dennis Mackin et al.   INVESTIGATIVE RADIOLOGY

Radiomic feature clusters and Prognostic Signatures specific for Lung and Head & Neck cancer

(2015) Chintan Parmar et al.   Scientific Reports

Robust Radiomics Feature Quantification Using Semiautomatic Volumetric Segmentation

(2014) Chintan Parmar et al.   PLoS One

Method agreement analysis: A review of correct methodology

(2010) P.F. Watson et al.   THERIOGENOLOGY