Stephanie Tanadini‐Lang
YOU?
Author Swipe
View article: Deep learning [18F]-FDG-PET/CT‑based algorithm for tumor burden estimation in metastatic melanoma patients under immunotherapy
Deep learning [18F]-FDG-PET/CT‑based algorithm for tumor burden estimation in metastatic melanoma patients under immunotherapy Open
PARS shows potential for treatment decision support with moderate accuracy in lesion detection and lesion volume estimation, but demonstrates significant variability in TB estimation, highlighting the need for further model refinements bef…
View article: The Development of iA CuffLink for Rotator Cuff Repair Telerehabilitation
The Development of iA CuffLink for Rotator Cuff Repair Telerehabilitation Open
Proper rehabilitation following rotator cuff repair (RCR) is necessary for successful postoperative outcomes, though the average course of physical therapy (PT) is lengthy and costly. The goals of this study were to (1) develop exercise pr…
View article: First-in-human e-Flash radiotherapy using a modified conventional C-arm linear accelerator
First-in-human e-Flash radiotherapy using a modified conventional C-arm linear accelerator Open
View article: Development and characterization of phantoms to investigate the Flash effect with Drosophila melanogaster at an ultra-high dose rate radiotherapy linac
Development and characterization of phantoms to investigate the Flash effect with Drosophila melanogaster at an ultra-high dose rate radiotherapy linac Open
View article: A Multimodal and Multi-centric Head and Neck Cancer Dataset for Segmentation, Diagnosis and Outcome Prediction
A Multimodal and Multi-centric Head and Neck Cancer Dataset for Segmentation, Diagnosis and Outcome Prediction Open
We present a publicly available multimodal dataset for head and neck cancer research, comprising 1123 annotated Positron Emission Tomography/Computed Tomography (PET/CT) studies from patients with histologically confirmed disease, acquired…
View article: Definition and requirements for stereotactic radiotherapy: a systematic review
Definition and requirements for stereotactic radiotherapy: a systematic review Open
Although stereotactic radiotherapy is broadly adopted in daily routine practice, substantial variability exists in its definitions and implementation. This review underscores the need for unified, updated guidelines incorporating contempor…
View article: A comprehensive comparative study of generative adversarial network architectures for synthetic computed tomography generation in the abdomen
A comprehensive comparative study of generative adversarial network architectures for synthetic computed tomography generation in the abdomen Open
Background Magnetic Resonance (MR)‐based synthetic Computed Tomography (sCT) generation is an emerging promising technique, required for the transition from conventional planning workflows to MR‐only radiotherapy planning. This shift aims …
View article: Modeling the effect of in‐plane magnetic field gradients on asymmetric spin‐echo images with echo‐planar imaging readout
Modeling the effect of in‐plane magnetic field gradients on asymmetric spin‐echo images with echo‐planar imaging readout Open
Purpose To describe the impact of macroscopic magnetic field gradients (MFGs) in the phase‐encoding direction on MR images acquired with an asymmetric spin echo (ASE) sequence with echo‐planar imaging (EPI) readout. Methods In EPI, the cen…
View article: Evaluation of the prognostic value of the ESTRO/EORTC classification of reirradiation in patients with non-small cell lung cancer
Evaluation of the prognostic value of the ESTRO/EORTC classification of reirradiation in patients with non-small cell lung cancer Open
Radical thoracic retreatment in NSCLC is feasible with favorable outcomes and mostly manageable toxicity in selected patients. The ESTRO/EORTC classification captures meaningful differences in toxicity and local control between retreatment…
View article: The Reliability and Validity of an Instrumented Device for Tracking the Shoulder Range of Motion
The Reliability and Validity of an Instrumented Device for Tracking the Shoulder Range of Motion Open
Rotator cuff tears are common in individuals over 40, and physical therapy is often prescribed post-surgery. However, access can be limited by cost, convenience, and insurance coverage. CuffLink is a telehealth rehabilitation system that i…
View article: Online adaptive stereotactic body radiotherapy for localized prostate cancer in patients with lower urinary tract symptoms and/or prostate hyperplasia (X-SMILE)
Online adaptive stereotactic body radiotherapy for localized prostate cancer in patients with lower urinary tract symptoms and/or prostate hyperplasia (X-SMILE) Open
View article: Implementation of a comprehensive clinical quality assurance system in radiation oncology
Implementation of a comprehensive clinical quality assurance system in radiation oncology Open
Not applicable.
View article: Clinical implementation of patient-specific quality assurance for synthetic computed tomography
Clinical implementation of patient-specific quality assurance for synthetic computed tomography Open
The present study proposes a robust PSQA method for MR-only planning. Method (A) is a valuable tool for identifying potential large outliers for Dmean deviations (> 5 %) and it is proposed as the routine PSQA. Method (B) can be used for pe…
View article: MR-linac: role of artificial intelligence and automation
MR-linac: role of artificial intelligence and automation Open
The integration of artificial intelligence (AI) into radiotherapy has advanced significantly during the past 5 years, especially in terms of automating key processes like organ at risk delineation and treatment planning. These innovations …
View article: Deep-Learning Fdg-Pet/Ct-Based Algorithm for Tumor Burden Estimation in Metastatic Melanoma Patients Under Immunotherapy
Deep-Learning Fdg-Pet/Ct-Based Algorithm for Tumor Burden Estimation in Metastatic Melanoma Patients Under Immunotherapy Open
View article: Deep Learning Fdg-Pet/Ct-Based Algorithm for Tumor Burden Estimation in Metastatic Melanoma Patients Under Immunotherapy
Deep Learning Fdg-Pet/Ct-Based Algorithm for Tumor Burden Estimation in Metastatic Melanoma Patients Under Immunotherapy Open
View article: Technical Note: Vendor-Specific Approach for Standardized Uptake Value Calculation
Technical Note: Vendor-Specific Approach for Standardized Uptake Value Calculation Open
The Standardized Uptake Value (SUV) is a critical metric in positron emission tomography (PET) imaging, used to assess metabolic activity. However, calculating SUV from DICOM files presents challenges due to vendor-specific DICOM attribute…
View article: Radiomics on slice-reduced versus full-chest computed tomography for diagnosis and staging of interstitial lung disease in systemic sclerosis: A comparative analysis
Radiomics on slice-reduced versus full-chest computed tomography for diagnosis and staging of interstitial lung disease in systemic sclerosis: A comparative analysis Open
View article: Radioproteomics stratifies molecular response to antifibrotic treatment in pulmonary fibrosis
Radioproteomics stratifies molecular response to antifibrotic treatment in pulmonary fibrosis Open
Antifibrotic therapy with nintedanib is the clinical mainstay in the treatment of progressive fibrosing interstitial lung disease (ILD). High-dimensional medical image analysis, known as radiomics, provides quantitative insights into organ…
View article: Evaluation and applicability of radiation detectors for quantitative assessment of radiation exposure in a 16-MeV electron UHDR linac
Evaluation and applicability of radiation detectors for quantitative assessment of radiation exposure in a 16-MeV electron UHDR linac Open
Background and purpose: The investigation of the FLASH effect requires experimental accelerators capable of delivering ultra-high dose rate (UHDR) beams. Rapid widespread use of this technology could be achieved by modifying clini…
View article: Multicenter privacy-preserving model training for deep learning brain metastases autosegmentation
Multicenter privacy-preserving model training for deep learning brain metastases autosegmentation Open
View article: Motion-induced dose perturbations in photon radiotherapy and proton therapy measured by deformable liver-shaped 3D dosimeters in an anthropomorphic phantom
Motion-induced dose perturbations in photon radiotherapy and proton therapy measured by deformable liver-shaped 3D dosimeters in an anthropomorphic phantom Open
View article: Automatized self-supervised learning for skin lesion screening
Automatized self-supervised learning for skin lesion screening Open
Melanoma, the deadliest form of skin cancer, has seen a steady increase in incidence rates worldwide, posing a significant challenge to dermatologists. Early detection is crucial for improving patient survival rates. However, performing to…
View article: MRI-based radiomics for predicting histology in malignant salivary gland tumors: methodology and “proof of principle”
MRI-based radiomics for predicting histology in malignant salivary gland tumors: methodology and “proof of principle” Open
Defining the exact histological features of salivary gland malignancies before treatment remains an unsolved problem that compromises the ability to tailor further therapeutic steps individually. Radiomics, a new methodology to extract qua…
View article: Characterization of spatial integrity with active and passive implants in a low-field magnetic resonance linear accelerator scanner
Characterization of spatial integrity with active and passive implants in a low-field magnetic resonance linear accelerator scanner Open
We characterized the impact of common implants on a low field MR-LINAC planning sequence. These measurements could support the creation of extra margin while contouring organs at risk and target volumes in the vicinity of implants.
View article: Magnetic resonance imaging radiomic features stability in brain metastases: Impact of image preprocessing, image-, and feature-level harmonization
Magnetic resonance imaging radiomic features stability in brain metastases: Impact of image preprocessing, image-, and feature-level harmonization Open
To develop a robust MRI based radiomic model we recommend using an intensity normalization method based on a reference tissue (e.g N-Peaks) and then using FBS discretization.
View article: Validation of echo planar imaging based diffusion-weighted magnetic resonance imaging on a 0.35 T MR-Linac
Validation of echo planar imaging based diffusion-weighted magnetic resonance imaging on a 0.35 T MR-Linac Open
View article: Radioproteomics stratifies molecular response to antifibrotic treatment in pulmonary fibrosis
Radioproteomics stratifies molecular response to antifibrotic treatment in pulmonary fibrosis Open
Antifibrotic therapy with nintedanib is the clinical mainstay in the treatment of progressive fibrosing interstitial lung disease (ILD). High-dimensional medical image analysis, known as radiomics, provides quantitative insights into organ…
View article: An in-silico planning study of stereotactic body radiation therapy for polymetastatic patients with more than ten extra-cranial lesions
An in-silico planning study of stereotactic body radiation therapy for polymetastatic patients with more than ten extra-cranial lesions Open
View article: Stereotactic body radiotherapy for oligoprogression with or without switch of systemic therapy
Stereotactic body radiotherapy for oligoprogression with or without switch of systemic therapy Open
Oncological outcomes of patients that continued or switched systemic therapy after SBRT for oligoprogression were comparable, potentially indicating that further lines of treatment may be safely delayed in selected cases.