SB
Sotirios Bisdas
GliomaMagnetic Resonance ImagingMagnetic resonance imagingBrain NeoplasmsMRIPerfusionAlgorithmsCerebrovascular CirculationGlioblastomaTomography, X-Ray Computed
On Valency
published · living versionsW_ctyr365s·v1 · currentpublished
Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge
with Spyridon Bakas, Mauricio Reyes, Andras Jakab, Stefan Bauer +422
1 version
Preprints & journals
216 papers in the corpus · 2004–2026Generative Language Models in Medical Education: From Advent to Entrustment.42814479 · Patil, Shiv, Karabacak, Mert, Bisdas, Sotirios et al.2026 · 0 citationsJMIR medical education. 2026;12:e105347
Editorial: Precision neuroimaging for MRgFUS in neurological disorders.42812983 · Bruno, Federico, Bisdas, Sotirios2026 · 0 citationsFrontiers in radiology. 2026;6:1979646
Diagnostic value of quantitative MR spectroscopy metabolite ratios for Canavan disease.42529236 · Tahsini, Majid Reza, Wylezinska-Arridge, Marzena, Zare, Mohammad et al.2026 · 0 citationsFrontiers in radiology. 2026;6:1826170
Applying ensemble machine learning techniques to MRI scans to predict Alzheimer's disease.42337295 · Theocharidis, Georgios, Bisdas, Sotirios, Pazarzis, John et al.2026 · 1 citationScientific reports. 2026;16(1)
An update in the MRI features, classification, and associated brain abnormalities in hypothalamic hamartomas.42422568 · Rahimian, Elham, Tahsini, Majid Reza, Azin, Neda et al.2026 · 0 citationsBJR open. 2026;8(1):tzag015
L-RNA aptamer-based CXCL12 inhibition combined with radiotherapy and bevacizumab in newly-diagnosed glioblastoma: expansion of the phase I/II GLORIA trial.41951573 · Giordano, Frank A, Layer, Julian P, Turiello, Roberta et al.2026 · 7 citationsNature communications. 2026;17(1)
Reduced Frontal White Matter Hyperintensities in Superagers: Evidence of Resistance to Age-Related Structural Brain Changes.41927336 · de Godoy, Laiz Laura, Sudre, Carole H, Studart-Neto, Adalberto et al.2026 · 0 citationsAJNR. American journal of neuroradiology. 2026;47(4):989-997
Clinical utility of diffusion tensor imaging in sport-related concussion: a systematic review.41126936 · Patil, Shiv, Kata, Rithvik, Aydin, Serhat et al.2025 · 3 citationsBJR open. 2025;7(1):tzaf024
Diffusion Tensor Imaging in Acute, Chronic, and Remote Mild Traumatic Brain Injury: A Systematic Review of Cross-Sectional and Longitudinal Studies.40759484 · Patil, Shiv, Karabacak, Mert, Aydin, Serhat et al.2025 · 4 citationsJournal of neurotrauma. 2025;42(19-20):1671-1694
Transient perivascular inflammation of the carotid artery syndrome in a 52-year-old female patient: a case report.40597445 · Dimopoulos, Christos, Bisdas, Sotirios, Bisdas, Theodosios2025 · 0 citationsJournal of medical case reports. 2025;19(1):300
Pudendal Nerve Irritation as Unique Symptom of Pelvic Congestion Syndrome.40496241 · Dimopoulos, Christos, Bisdas, Sotirios, Bisdas, Theodosios2025 · 2 citationsCase reports in neurological medicine. 2025;2025:7952359
Structured reporting of gliomas based on VASARI criteria to improve report content and consistency.40128670 · Goodkin, Olivia, Wu, Jiaming, Pemberton, Hugh et al.2025 · 0 citationsBMC medical imaging. 2025;25(1):99
Measuring brain perfusion by CT or MR as ancillary tests for diagnosis of brain death: a systematic review and meta-analysis.39552613 · Ramos, João N, Pinto, Catarina, Cruz E Silva, Vera et al.2024 · 1 citationBJR open. 2024;6(1):tzae037
A Pilot Project to Promote Research Competency in Medical Students Through Journal Clubs: Mixed Methods Study.39481123 · Karabacak, Mert, Ozcan, Zeynep, Ozkara, Burak Berksu et al.2024 · 3 citationsJMIR medical education. 2024;10:e51173
Correction: Personalizing Deep Brain Stimulation Therapy for Parkinson's Disease With Whole-Brain MRI Radiomics and Machine Learning.39355465 · Haliasos, Nikolaos, Giakoumettis, Dimitrios, Gnanaratnasingham, Prathishta et al.2024 · 2 citationsCureus. 2024;16(9):c195
L-RNA aptamer-based CXCL12 inhibition combined with radiotherapy in newly-diagnosed glioblastoma: dose escalation of the phase I/II GLORIA trial.38806504 · Giordano, Frank A, Layer, Julian P, Leonardelli, Sonia et al.2024 · 60 citationsNature communications. 2024;15(1):4210
Deep learning for automatic segmentation of vestibular schwannoma: a retrospective study from multi-center routine MRI.38784680 · Kujawa, Aaron, Dorent, Reuben, Connor, Steve et al.2026 · 24 citationsFrontiers in computational neuroscience. 2024;18:1365727
Personalizing Deep Brain Stimulation Therapy for Parkinson's Disease With Whole-Brain MRI Radiomics and Machine Learning.38854362 · Haliasos, Nikolaos, Giakoumettis, Dimitrios, Gnanaratnasingham, Prathishta et al.2024 · 6 citationsCureus. 2024;16(5):e59915
Structural- and DTI- MRI enable automated prediction of IDH Mutation Status in CNS WHO Grade 2-4 glioma patients: a deep Radiomics Approach.38702613 · Yuan, Jialin, Siakallis, Loizos, Li, Hongwei Bran et al.2024 · 24 citationsBMC medical imaging. 2024;24(1):104
Fluid suppression in amide proton transfer-weighted (APTw) CEST imaging: New theoretical insights and clinical benefits.38073061 · Schüre, Jan-Rüdiger, Casagranda, Stefano, Sedykh, Maria et al.2024 · 19 citationsMagnetic resonance in medicine. 2024;91(4):1354-1367
Investigating the value of radiomics stemming from DSC quantitative biomarkers in IDH mutation prediction in gliomas.38046592 · Ioannidis, Georgios S, Pigott, Laura Elin, Iv, Michael et al.2023 · 7 citationsFrontiers in neurology. 2023;14:1249452
Multi-class glioma segmentation on real-world data with missing MRI sequences: comparison of three deep learning algorithms.37919354 · Pemberton, Hugh G, Wu, Jiaming, Kommers, Ivar et al.2023 · 49 citationsScientific reports. 2023;13(1):18911
Assessment of Computed Tomography Perfusion Research Landscape: A Topic Modeling Study.37987344 · Ozkara, Burak B, Karabacak, Mert, Margetis, Konstantinos et al.2023 · 4 citationsTomography (Ann Arbor, Mich.). 2023;9(6):2016-2028
Adaptive Peer Tutoring and Insights From a Neurooncology Course.37801350 · Ozkara, Burak Berksu, Karabacak, Mert, Ozcan, Zeynep et al.2023 · 0 citationsJMIR medical education. 2023;9:e48765
TISS-net: Brain tumor image synthesis and segmentation using cascaded dual-task networks and error-prediction consistency.37528990 · Wu, Jianghao, Guo, Dong, Wang, Lu et al.2023 · 35 citationsNeurocomputing. 2023;544:None
Responsible AI practice and AI education are central to AI implementation: a rapid review for all medical imaging professionals in Europe.37953871 · Walsh, Gemma, Stogiannos, Nikolaos, van de Venter, Riaan et al.2023 · 44 citationsBJR open. 2023;5(1):20230033
Intraoperative MRI-Guided Resection Is Not Superior to 5-Aminolevulinic Acid Guidance in Newly Diagnosed Glioblastoma: A Prospective Controlled Multicenter Clinical Trial.37335962 · Roder, Constantin, Stummer, Walter, Coburger, Jan et al.2023 · 72 citationsJournal of clinical oncology : official journal of the American Society of Clinical Oncology. 2023;41(36):5512-5523
Diffusion MRI of the facial-vestibulocochlear nerve complex: a prospective clinical validation study.37328641 · Shapey, Jonathan, Vos, Sjoerd B, Mancini, Laura et al.2023 · 4 citationsEuropean radiology. 2023;33(11):8067-8076
The Advent of Generative Language Models in Medical Education.37279048 · Karabacak, Mert, Ozkara, Burak Berksu, Margetis, Konstantinos et al.2026 · 208 citationsJMIR medical education. 2023;9:e48163
The role of DSC MR perfusion in predicting IDH mutation and 1p19q codeletion status in gliomas: meta-analysis and technical considerations.37173578 · Siakallis, Loizos, Topriceanu, Constantin-Cristian, Panovska-Griffiths, Jasmina et al.2023 · 21 citationsNeuroradiology. 2023;65(7):1111-1126
Phenotyping Superagers Using Resting-State fMRI.36927760 · de Godoy, L L, Studart-Neto, A, de Paula, D R et al.2023 · 6 citationsAJNR. American journal of neuroradiology. 2023;44(4):424-433
Clinical indications and acquisition protocol for the use of dynamic contrast-enhanced MRI in head and neck cancer squamous cell carcinoma: recommendations from an expert panel.36528678 · Romeo, Valeria, Stanzione, Arnaldo, Ugga, Lorenzo et al.2024 · 5 citationsInsights into imaging. 2022;13(1):198
Deep learning for prediction of isocitrate dehydrogenase mutation in gliomas: a critical approach, systematic review and meta-analysis of the diagnostic test performance using a Bayesian approach.35919062 · Karabacak, Mert, Ozkara, Burak Berksu, Mordag, Seren et al.2022 · 21 citationsQuantitative imaging in medicine and surgery. 2022;12(8):4033-4046
Correction to: CEST MRI provides amide/amine surrogate biomarkers for treatment‑naïve glioma sub‑typing.35412055 · Mancini, Laura, Casagranda, Stefano, Gautier, Guillaume et al.2022 · 0 citationsEuropean journal of nuclear medicine and molecular imaging. 2022;49(7):2454
Correction to: Guidelines for magnetic resonance imaging in pediatric head and neck pathologies: a multicentre international consensus paper.35488917 · D'Arco, Felice, Mertiri, Livja, de Graaf, Pim et al.2022 · 1 citationNeuroradiology. 2022;64(6):1309
Correction to: Unconventional non-amino acidic PET radiotracers for molecular imaging in gliomas.35301587 · Laudicella, R, Quartuccio, N, Argiroffi, G et al.2022 · 1 citationEuropean journal of nuclear medicine and molecular imaging. 2022;49(6):2104
Guidelines for magnetic resonance imaging in pediatric head and neck pathologies: a multicentre international consensus paper.35460348 · D'Arco, Felice, Mertiri, Livja, de Graaf, Pim et al.2022 · 23 citationsNeuroradiology. 2022;64(6):1081-1100
The Utility of Conventional Amino Acid PET Radiotracers in the Evaluation of Glioma Recurrence also in Comparison with MRI.35453892 · Santo, Giulia, Laudicella, Riccardo, Linguanti, Flavia et al.2022 · 28 citationsDiagnostics (Basel, Switzerland). 2022;12(4)
Dynamic contrast-enhanced MRI in malignant pleural mesothelioma: prediction of outcome based on DCE-MRI measurements in patients undergoing cytotoxic chemotherapy.35184730 · Vivoda Tomšič, Martina, Korošec, Peter, Kovač, Viljem et al.2022 · 9 citationsBMC cancer. 2022;22(1):191
Artificial Intelligence in Medicine: A Multinational Multi-Center Survey on the Medical and Dental Students' Perception.35004598 · Bisdas, Sotirios, Topriceanu, Constantin-Cristian, Zakrzewska, Zosia et al.2022 · 231 citationsFrontiers in public health. 2021;9:795284
Repeatability of perfusion measurements in adult gliomas using pulsed and pseudo-continuous arterial spin labelling MRI.34817780 · Alsaedi, Amirah Faisal, Thomas, David Lee, De Vita, Enrico et al.2022 · 1 citationMagma (New York, N.Y.). 2022;35(1):113-125
Correction to: Magnetic resonance features and cranial nerve involvement in pediatric head and neck rhabdomyosarcomas.34487202 · Talenti, Giacomo, Picariello, Stefania, Robson, Caroline et al.2021 · 0 citationsNeuroradiology. 2021;63(11):1953
Segmentation of vestibular schwannoma from MRI, an open annotated dataset and baseline algorithm.34711849 · Shapey, Jonathan, Kujawa, Aaron, Dorent, Reuben et al.2021 · 99 citationsScientific data. 2021;8(1):286
Neuroimaging of paediatric pineal, sellar and suprasellar tumours: a guide to differential diagnosis.34529090 · Lim, Emma A, Alves, César A P F, Picariello, Stefania et al.2022 · 10 citationsChild's nervous system : ChNS : official journal of the International Society for Pediatric Neurosurgery. 2022;38(1):33-50
The Brain Metabolic Signature in Superagers Using In Vivo 1H-MRS: A Pilot Study.34446458 · de Godoy, L L, Studart-Neto, A, Wylezinska-Arridge, M et al.2021 · 11 citationsAJNR. American journal of neuroradiology. 2021;42(10):1790-1797
Machine learning with neuroimaging data to identify autism spectrum disorder: a systematic review and meta-analysis.34420058 · Song, Da-Yea, Topriceanu, Constantin-Cristian, Ilie-Ablachim, Denis C et al.2021 · 37 citationsNeuroradiology. 2021;63(12):2057-2072
Multicenter DSC-MRI-Based Radiomics Predict IDH Mutation in Gliomas.34439118 · Manikis, Georgios C, Ioannidis, Georgios S, Siakallis, Loizos et al.2021 · 45 citationsCancers. 2021;13(16)
Magnetic resonance features and cranial nerve involvement in pediatric head and neck rhabdomyosarcomas.34304299 · Talenti, Giacomo, Picariello, Stefania, Robson, Caroline et al.2021 · 14 citationsNeuroradiology. 2021;63(11):1925-1934
The role of preoperative diffusion tensor imaging in predicting and improving functional outcome in pediatric patients undergoing epilepsy surgery: a systematic review.34381942 · Leon-Rojas, Jose, Cornell, Isabel, Rojas-Garcia, Antonio et al.2024 · 8 citationsBJR open. 2021;3(1):20200002
Longitudinal structural and perfusion MRI enhanced by machine learning outperforms standalone modalities and radiological expertise in high-grade glioma surveillance.34047805 · Siakallis, Loizos, Sudre, Carole H, Mulholland, Paul et al.2021 · 14 citationsNeuroradiology. 2021;63(12):2047-2056
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