Gayanè Aghakhanyan

University of Pisa — Italy

Medicine · Health Sciences

14h-index574citations58works1.62yr avg
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Research Topics

Radiomics and Machine Learning in Medical Imaging(12), Alzheimer's disease research and treatments(8), Functional Brain Connectivity Studies(7), Advanced Neuroimaging Techniques and Applications(6), Artificial Intelligence in Healthcare and Education(6)

Publications58 total

Machine learning for automated differentiation of parkinson’s disease and its mimics using ¹²³I-mIBG scintigraphy: insights from a multicentre real-world cohort (ITA-mIBG study)
European Journal of Nuclear Medicine and Molecular Imaging·2026
Discriminating between proposed Brain-First and Body-First Parkinson’s disease using conventional and radiomics-enhanced dopamine transporter SPECT image analysis
npj Parkinson s Disease·2025Open Access
NAVIGATOR: A regional multimodal imaging biobank initiative powered by AI tools for precision medicine in oncology
European Journal of Radiology·2025· 2 citedOpen Access
Synergizing Liquid Biopsy and Hybrid PET Imaging for Prognostic Assessment in Prostate Cancer: A Focus Review
Biomolecules·2025· 1 citedOpen Access
PSMA-targeted PET imaging for brain metastases from non-prostatic solid tumors: a systematic review
Frontiers in Oncology·2025· 2 citedOpen Access
Diagnostic Accuracy of Radiomics in the Early Detection of Pancreatic Cancer: A Systematic Review and Qualitative Assessment Using the Methodological Radiomics Score (METRICS)
Cancers·2025· 5 citedOpen Access
Correction: Multi-centre data harmonisation applied to heart-to-mediastinum quantification in parkinsonism (ITA-MIBG): a cross-calibration phantom study with tube and bottle
Clinical and Translational Imaging·2025Open Access
Multi-centre data harmonisation applied to heart-to-mediastinum quantification in parkinsonism (ITA-MIBG): a cross-calibration phantom study with tube and bottle
Clinical and Translational Imaging·2025Open Access
The journey from natural language processing to large language models: key insights for radiologists
Journal of Medical Imaging and Interventional Radiology·2024· 3 citedOpen Access
Imaging signs of carotid plaque vulnerability predict subclinical neurological events in asymptomatic patients: the carotid artery multi-modality imaging prognostic study
European Heart Journal·2024
Advancing Pediatric Sarcomas through Radiomics: A Systematic Review and Prospective Assessment Using Radiomics Quality Score (RQS) and Methodological Radiomics Score (METRICS)
Diagnostics·2024· 6 citedOpen Access
Exploring the Distinct Effect of Age at Onset and Caudate Denervation on Cognitive Deficits in Early Parkinson’s Disease
Aging and Disease·2024Open Access
Accuracy of Radiomics in Predicting <i>IDH</i> Mutation Status in Diffuse Gliomas: A Bivariate Meta-Analysis
Radiology Artificial Intelligence·2023· 19 citedOpen Access
Inflammatory activity of vulnerable plaques in asymptomatic, non-hemodynamically significant carotid artery stenoses: preliminary results of the carotid artery multi-modality imaging prognostic study
European Heart Journal·2023· 1 citedOpen Access
Delta-radiomics in cancer immunotherapy response prediction: A systematic review
European Journal of Radiology Open·2023· 27 citedOpen Access
Explainable AI in radiology: a white paper of the Italian Society of Medical and Interventional Radiology
La radiologia medica·2023· 43 citedOpen Access
Role of artificial intelligence in oncologic emergencies: a narrative review
Exploration of Targeted Anti-tumor Therapy·2023· 7 citedOpen Access
A first look into radiomics application in testicular imaging: A systematic review
Frontiers in Radiology·2023· 10 citedOpen Access
D10.2. Action Plan for Repository Sustainability
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
Radiomics insight into the neurodegenerative “hot” brain: A narrative review from the nuclear medicine perspective
Frontiers in Nuclear Medicine·2023· 11 citedOpen Access
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Frequent Co-authors

Emanuele Neri(15), Salvatore Claudio Fanni(13), Duccio Volterrani(13), Domenico Montanaro(11), Dania Cioni(10), Francesca Frijia(10), Lorenzo Faggioni(8), Osama Sabri(6), Francesco Lombardo(6), Lorenzo Tumminello(6), Maria Febi(5), Marianne Patt(5), Henryk Barthel(5), Roberto Francischello(5), Roberto Ceravolo(5), Gloria Tognoni(5), Paola Anna Erba(5), Michael Rullmann(5), Andrea Martinuzzi(4), Marinela Vavla(4)