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Session

Physics track: Radiobiological and predictive modelling, and radiomics
Poster
Physics
00:00 - 00:00
Prediction of late subcutaneous fibrosis after partial breast irradiation by radiomics and dosiomics
PO-1547
00:00 - 00:00
Integrating biomarker performance in sample size calculations for therapeutic trials
PO-1542
00:00 - 00:00
RadiomiK: a phantom to test repeatability and reproducibility of CT-derived Radiomic Features
PO-1536
00:00 - 00:00
Immunohistochemistry and radiomics features for survival prediction in small cell lung cancer
PO-1525
00:00 - 00:00
Tumour response modelling to radiochemotherapy with gemcitabine for pancreatic cancer
PO-1534
00:00 - 00:00
Predicting response to neoadjuvant chemoradiation in esophageal cancer using CT radiomic features
PO-1528
00:00 - 00:00
Dose-volume factors predicting esophageal after SBRT for ultra-central lung tumors
PO-1545
00:00 - 00:00
Radiomics characteristics correlate with immune activation and HPV status in head and neck cancer
PO-1550
00:00 - 00:00
Feature selection methods improve accuracy in radiation toxicity prediction for lung cancer
PO-1533
00:00 - 00:00
Increased cerebral radiosensitivity of the periventricular region in proton therapy of gliomas
PO-1529
00:00 - 00:00
Predictive modelling of late fibrosis in breast cancer radiotherapy
PO-1539
00:00 - 00:00
Prediction of Lymph Node Metastases via PET Radiomics of Primary Tumour in Esophageal Adenocarcinoma
PO-1532
00:00 - 00:00
Publishing linked and FAIR radiomics data in radiation oncology via ontologies and Semantic Web
PO-1531
00:00 - 00:00
Non-invasive prediction of lymph node risk in oral cavity cancer patients
PO-1549
00:00 - 00:00
Public radiomics data collections in an open access Semantic Web (SPARQL) endpoint
PO-1543
00:00 - 00:00
Machine Learning and Oversampling techniques to predict urinary toxicity after prostate cancer RT
PO-1535
00:00 - 00:00
a radiomics signature to predict response of chemoradiotherapy in esophagus squamous cell carcinoma
PO-1526
00:00 - 00:00
When small is too small? Training Deep Learning models in limited datasets.
PO-1527
00:00 - 00:00
Predictive factors of over Grade 2 radiation pneumonitis for advanced non-small cell lung cancer.
PO-1523
00:00 - 00:00
Predictive treatment planning with SIP (simultaneously integrated protection) based on TCP and NTCP
PO-1541
00:00 - 00:00
FET-PET radiomics predicting outcome after re-irradiation in recurrent glioblastoma
PO-1524
00:00 - 00:00
Robustness analysis of standardized radiomic features extracted from T2-weighted MR images
PO-1537
00:00 - 00:00
Can the tumorlet model explain why 2 x 13.5Gy is not the equivalent of 1 x 19.5Gy?
PO-1548
00:00 - 00:00
Deep CNN on PET/CT images for NSCLC automated tumor detection and outcome prediction
PO-1551
00:00 - 00:00
Pulmonary toxicity in lung cancer treated by (chemo)-radiotherapy : a radiomics-based NTCP.
PO-1530
00:00 - 00:00
Comparing Clinical Variables and Quantitative Imaging Features for Lung Cancer Survival Prediction
PO-1544
00:00 - 00:00
KRAS mutation prediction of mCRC patients based on pre-treatment liver metastasis MRI images
PO-1546
00:00 - 00:00
Radiomic models for validation in patients with locally advanced HNSCC treated with primary RTCx
PO-1540
00:00 - 00:00
Influence of inter-observer delineation variability on radiomics features of the parotid gland
PO-1564
00:00 - 00:00
Multiparametric MRI radiomics model to predict overall survival in Glioblastoma Multiforme
PO-1565
00:00 - 00:00
NTCP modeling for radiation induced optic neuropathy in a high-risk proton therapy patient cohort
PO-1566
00:00 - 00:00
A radiomic approach to predict outcome in patients treated with SBRT for early stage NSCLC.
PO-1567
00:00 - 00:00
The Impact of Varying Number of OSEM Subsets on PET Radiomic Features: A Preclinical Study
PO-1568
00:00 - 00:00
Early prediction of tumour-response to radiotherapy in NSCLC patients.
PO-1569
00:00 - 00:00
Robustness of dosomic features extraction on grid resolution and algorithm model calculation
PO-1570
00:00 - 00:00
Radiomics for prediction of metastatic melanoma patient survival after immunotherapy
PO-1571
00:00 - 00:00
Use of intravoxel incoherent motion (IVIM) MRI for predicting dysphagia in oropharyngeal carcinoma
PO-1572
00:00 - 00:00
First clinical experience with model-based selection for breast cancer proton therapy
PO-1573
00:00 - 00:00
Robustness of CT-based prostate radiomics features against artefacts from gold fiducial markers
PO-1574
00:00 - 00:00
Predicting doses to organs-at-risk in prostate cancer intensity modulated radiotherapy
PO-1575
00:00 - 00:00
Development of a CT based radiomic model predictive of non-response to chemotherapy in larynx cancer
PO-1553
00:00 - 00:00
Assessment of mpMRI-based radiomics tools in PCa for cancer aggressiveness prediction, AIRC IG-13218
PO-1576
00:00 - 00:00
Radiogenomics: A ‘Virtual Biopsy’ in Non-small Cell Lung Cancer?
PO-1554
00:00 - 00:00
Baseline MRI-radiomics can predict overall survival in non endemic nasopharyngeal cancer patients
PO-1577
00:00 - 00:00
Heart V10 is related to treatment-elicited inflammation and clinical response in esophageal cancer.
PO-1578
00:00 - 00:00
Deep learning based gross tumor volume definition on planning CTs of soft tissue sarcoma
PO-1579
00:00 - 00:00
CBCT-Based Radiomics of Prostate Cancer
PO-1580
00:00 - 00:00
Prospectively scored pulmonary toxicities from a non-small cell lung cancer dose escalation trail
PO-1581
00:00 - 00:00
Dose rate effects in robotic radiosurgery treatments
PO-1582
00:00 - 00:00
Non-invasive radiomic imaging prediction of tumour hypoxia: biomarker for FLASH irradiation?
PO-1583
00:00 - 00:00
Predicting xerostomia in head and neck cancer using imaging biomarkers from daily tomotherapy MVCTs
PO-1584
00:00 - 00:00
Subregional analysis of the parotid glands: predicting late xerostomia in head and neck cancer
PO-1585
00:00 - 00:00
Prediction of late xerostomia with clinical, atlas based and deep learning contours
PO-1586
00:00 - 00:00
Using the pseudo-modal image to optimize multimodal radiomics workflow
PO-1555
00:00 - 00:00
Modelling the increase in local control seen when employing synchronous chemo and IMRT in NPC as BED
PO-1552
00:00 - 00:00
4D-PET radiomics-features for radiotherapy treatment monitoring in locally advanced NSCLC patients
PO-1556
00:00 - 00:00
Findable, Accessible, Interoperable, Reusable (FAIR) Quantitative Imaging Analysis Workflow
PO-1557
00:00 - 00:00
Model based target definition for high-grade gliomas: implementation and sensitivity analysis
PO-1558
00:00 - 00:00
Survival prediction in GBM using radiomics of multimodal imaging
PO-1559
00:00 - 00:00
Contrast-enhanced CT-based radiomics nomogram predicts esophageal cancer survival after radiotherapy
PO-1560
00:00 - 00:00
Staging of non-small cell lung cancer using random forest classifiers based on radiomics
PO-1561
00:00 - 00:00
Radiomics applied to dose distributions to predict toxicity after radiotherapy in cervical cancer
PO-1562
00:00 - 00:00
New voxel-based approach to study the relation of tumor location and survival in NSCLC (SAKK-16/00)
PO-1563