GH
Publications
28
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1 - 28 of 28
Title Published in Access level OA Policy Year Views Downloads
Deep learning-guided attenuation and scatter correction of 99mTc-MAA SPECT images: towards quantitative analysis in 90Y-SIRTAnnals of nuclear medicine
accessLevelPublic
2026 20 416
Impact of Field-of-view Zooming and Segmentation Batches on Radiomics Features Reproducibility and Machine Learning Performance in Thyroid ScintigraphyClinical nuclear medicine
accessLevelPublic
2025 31 188
Pre-Treatment PET Radiomics for Prediction of Disease-Free Survival in Cervical CancerCancers
accessLevelPublic
2025 11 66
Artificial intelligence-powered coronary artery disease diagnosis from SPECT myocardial perfusion imaging : a comprehensive deep learning studyEuropean journal of nuclear medicine and molecular imaging
accessLevelPublic
2025 72 122
Robust vs. Non-robust radiomic features : the quest for optimal machine learning models using phantom and clinical studiesCancer imaging
accessLevelPublic
2025 33 390
MetaPredictomics : A Comprehensive Approach to Predict Postsurgical Non-Small Cell Lung Cancer Recurrence Using Clinicopathologic, Radiomics, and Organomics DataClinical nuclear medicine
accessLevelPublic
2025 26 254
Artificial intelligence-based cardiac transthyretin amyloidosis detection and scoring in scintigraphy imaging : multi-tracer, multi-scanner, and multi-center development and evaluation studyEuropean journal of nuclear medicine and molecular imaging
accessLevelPublic
2025 53 63
Potential of Radiomics, Dosiomics, and Dose Volume Histograms for Tumor Response Prediction in Hepatocellular Carcinoma following 90Y-SIRTMolecular imaging and biology
accessLevelPublic
2025 44 53
Organomics : A novel concept reflecting the importance of PET/CT healthy organ radiomics in non-small cell lung cancer prognosis prediction using machine learningClinical nuclear medicine
accessLevelPublic
2024 92 167
Fully automated explainable abdominal CT contrast media phase classification using organ segmentation and machine learningMedical physics
accessLevelPublic
2024 152 163
Fully Automated Region-Specific Human-Perceptive-Equivalent Image Quality Assessment: Application to 18F-FDG PET ScansClinical nuclear medicine
accessLevelPublic
2024 83 240
Differentiation of COVID‐19 pneumonia from other lung diseases using CT radiomic features and machine learning : A large multicentric cohort studyInternational journal of imaging systems and technology
accessLevelPublic
2024 84 50
The effect of harmonization on the variability of PET radiomic features extracted using various segmentation methodsAnnals of nuclear medicine
accessLevelPublic
2024 107 140
The role of biomarkers and dosimetry parameters in overall and progression free survival prediction for patients treated with personalized 90Y glass microspheres SIRT : a preliminary machine learning studyEuropean journal of nuclear medicine and molecular imaging
accessLevelPublic
2024 127 75
Prediction of the Gleason Score of Prostate Cancer Patients Using 68Ga-PSMA-PET/CT Radiomic ModelsJournal of medical and biological engineering
accessLevelRestricted
2024 91 0
Differential privacy preserved federated learning for prognostic modeling in COVID‐19 patients using large multi‐institutional chest CT datasetMedical physics
accessLevelPublic
2024 123 95
Predicting Immunohistochemical Biomarkers of Breast Cancer Using 18F-FDG PET/CT Radiomics : A Multicenter StudyJournal of medical and biological engineering
accessLevelRestricted
2024 55 0
Impact of harmonization on the reproducibility of MRI radiomic features when using different scanners, acquisition parameters, and image pre-processing techniques : a phantom studyMedical & biological engineering & computing
accessLevelPublic
2024 85 34
PET radiomics-based lymphovascular invasion prediction in lung cancer using multiple segmentation and multi-machine learning algorithmsPhysical and Engineering Sciences in Medicine
accessLevelPublic
2024 51 95
Myocardial perfusion SPECT radiomic features reproducibility assessment : Impact of image reconstruction and harmonizationMedical physics
accessLevelPublic
2024 72 28
Development and validation of survival prognostic models for head and neck cancer patients using machine learning and dosiomics and CT radiomics features: a multicentric studyRadiation oncology
accessLevelPublic
2024 66 56
Artificial intelligence-based analysis of whole-body bone scintigraphy: The quest for the optimal deep learning algorithm and comparison with human observer performanceZeitschrift für medizinische Physik
accessLevelPublic
2024 118 80
Information fusion for fully automated segmentation of head and neck tumors from PET and CT imagesMedical physics
accessLevelPublic
2024 178 79
Machine learning-based diagnosis and risk classification of coronary artery disease using myocardial perfusion imaging SPECT: A radiomics studyScientific reports
accessLevelPublic
2023 114 37
Left Ventricular Myocardial Dysfunction Evaluation in Thalassemia Patients Using Echocardiographic Radiomic Features and Machine Learning AlgorithmsJournal of digital imaging
accessLevelPublic
2023 78 28
Differential privacy preserved federated transfer learning for multi-institutional 68Ga-PET image artefact detection and disentanglementEuropean journal of nuclear medicine and molecular imaging
accessLevelPublic
2023 154 56
Time-to-event overall survival prediction in glioblastoma multiforme patients using magnetic resonance imaging radiomicsLa Radiologia medica
accessLevelPublic
2023 109 97
Synergistic impact of motion and acquisition/reconstruction parameters on 18F-FDG PET radiomic features in non-small cell lung cancer: Phantom and clinical studiesMedical physics
accessLevelPublic
2022 142 121
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