ID
Ine Dirks
cs.CVeess.IVCOVID-19melanomaMelanomaPET/CTSegmentationTomography, X-Ray Computed[18F]FDGAntineoplastic Agents
On Valency
published · living versionsW_a6muep7n·v1 · currentpublished
BRACHIO: Broad Representations Across Centres for Head-and-neck Imaging Oncology (HECKTOR 2026)
with Roxanne De Maeyer, Yannick Brackenier, Simon DeKeyser, Jef Vandemeulebroucke +1
1 version
Preprints & journals
10 papers in the corpus · 2020–2026Efficacy and safety of regorafenib in patients with advanced pretreated melanoma: results of the RegoMel phase II clinical trial.41962308 · Dirven, I, Bertels, C, Moreels, Y et al.2026 · 0 citationsESMO open. 2026;11(4):106941
Region of interest detection for efficient aortic segmentation2601.08683v1 · Loris Giordano, Ine Dirks, Tom Lenaerts et al.2026 · 1 citationMedical Imaging 2025: Image Processing (Vol. 13406, pp. 390-400). SPIE
Interobserver ground-truth variability limits performance of automated glioblastoma segmentation on [18F]FET PET.40478497 · De Sutter, Selene, Dirks, Ine, Raes, Laurens et al.2025 · 8 citationsEJNMMI physics. 2025;12(1):54
Revisiting sylvian fissure dissection - A preliminary investigation into surgical process modelling for evaluating surgical proficiency.40528871 · Buyck, Félix, Vandemeulebroucke, Jef, Dirks, Ine et al.2025 · 0 citationsBrain & spine. 2025;5:104284
Development and multicentric external validation of a prognostic COVID-19 severity model based on thoracic CT.40170034 · Dirks, Ine, Bossa, Matías Nicolás, Berenguer, Abel Díaz et al.2025 · 1 citationBMC medical informatics and decision making. 2025;25(1):156
The STOIC2021 COVID-19 AI challenge: Applying reusable training methodologies to private data.38875741 · Boulogne, Luuk H, Lorenz, Julian, Kienzle, Daniel et al.2024 · 6 citationsMedical image analysis. 2024;97:103230
Development and Validation of a Predictive Model for Metastatic Melanoma Patients Treated with Pembrolizumab Based on Automated Analysis of Whole-Body [18F]FDG PET/CT Imaging and Clinical Features.37627111 · Dirks, Ine, Keyaerts, Marleen, Dirven, Iris et al.2024 · 10 citationsCancers. 2023;15(16)
Computer-aided detection and segmentation of malignant melanoma lesions on whole-body 18F-FDG PET/CT using an interpretable deep learning approach.35636357 · Dirks, Ine, Keyaerts, Marleen, Neyns, Bart et al.2022 · 28 citationsComputer methods and programs in biomedicine. 2022;221:106902
Explainable-by-design Semi-Supervised Representation Learning for COVID-19 Diagnosis from CT Imaging2011.11719v3 · Abel D'iaz Berenguer, Hichem Sahli, Boris Joukovsky et al.2020 · 8 citationsarXiv
Comparative study of deep learning methods for the automatic segmentation of lung, lesion and lesion type in CT scans of COVID-19 patients2007.15546v4 · Sofie Tilborghs, Ine Dirks, Lucas Fidon et al.2020 · 15 citationsarXiv
Career total: 17 works. 10 are in this corpus.
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