| Application of pattern recognition techniques for classification of pediatric brain tumors by in vivo 3T 1H‐MR spectroscopy—A multi‐center study N Zarinabad, LJ Abernethy, S Avula, NP Davies, D Rodriguez Gutierrez, ... Magnetic Resonance in Medicine 79 (4), 2359-2366, 2018 | 41 | 2018 |
| Classification of paediatric brain tumours by diffusion weighted imaging and machine learning J Novak, N Zarinabad, H Rose, T Arvanitis, L MacPherson, B Pinkey, ... Scientific reports 11 (1), 2987, 2021 | 33 | 2021 |
| Diffusion‐weighted MRI and intravoxel incoherent motion model for diagnosis of pediatric solid abdominal tumors EM Meeus, N Zarinabad, KA Manias, J Novak, HEL Rose, H Dehghani, ... Journal of Magnetic Resonance Imaging 47 (6), 1475-1486, 2018 | 30 | 2018 |
| Magnetic resonance imaging of reaction-driven viscous fingering in a packed bed HEL Rose, MM Britton Microporous and mesoporous materials 178, 64-68, 2013 | 20 | 2013 |
| Metabolite selection for machine learning in childhood brain tumour classification D Zhao, JT Grist, HEL Rose, NP Davies, M Wilson, L MacPherson, ... NMR in Biomedicine 35 (6), e4673, 2022 | 12 | 2022 |
| Combining multi-site magnetic resonance imaging with machine learning predicts survival in pediatric brain tumors JT Grist, S Withey, C Bennett, HEL Rose, L MacPherson, A Oates, ... Scientific reports 11 (1), 18897, 2021 | 12 | 2021 |
| Added value of magnetic resonance spectroscopy for diagnosing childhood cerebellar tumours NP Davies, HEL Rose, KA Manias, K Natarajan, LJ Abernethy, A Oates, ... NMR in Biomedicine 35 (2), e4630, 2022 | 6 | 2022 |
| The role of diffusion tensor imaging metrics in machine learning-based characterisation of paediatric brain tumors and their practicality for multicentre clinical assessment H Rose, H Li, CD Bennett, J Novak, Y Sun, L MacPherson, S Avula, ... Neuro-oncology 23 (Suppl 4), iv1, 2021 | 1 | 2021 |
| The role of diffusion tensor imaging in the characterisation of paediatric brain tumours-a multi-centre study HEL Rose, J Novak, L MacPherson, S Avula, TN Arvanitis, CA Clark, ... ISMRM 27th Annual meeting & exhibition, Montreal, Canada, 2019 | 1 | 2019 |
| Noise suppression of proton magnetic resonance spectroscopy improves paediatric brain tumour classification T Zhao, JT Grist, DP Auer, S Avula, S Bailey, NP Davies, RG Grundy, ... NMR in Biomedicine, e5129, 2024 | | 2024 |
| Characterisation of paediatric brain tumours by their MRS metabolite profiles SK Gill, HEL Rose, M Wilson, D Rodriguez Gutierrez, L Worthington, ... NMR in Biomedicine, 2024 | | 2024 |
| Metabolite profiles of medulloblastoma for rapid and non-invasive detection of molecular disease groups S Kohe, C Bennett, F Burté, M Adiamah, H Rose, L Worthington, F Scerif, ... Ebiomedicine 100, 2024 | | 2024 |
| IMG-11. A computerised clinical decision support system for diagnosing children’s brain tumours using functional imaging and machine learning H Rose, A Ahmed, B Babourina-Brooks, O Khan, L Macpherson, ... Neuro-Oncology 24 (Supplement_1), i79-i79, 2022 | | 2022 |
| DETERMINING BRAIN TUMOUR GRADE NON-INVASIVELY USING A SIMPLIFIED MRI PERFUSION PROTOCOL: SINGLE-BOLUS, LEAKAGE-CORRECTED DYNAMIC SUSCEPTIBILITY-CONTRAST MRI S Withey, L MacPherson, A Oates, S Powell, J Novak, S Bailey, D Mitra, ... NEURO-ONCOLOGY 24, 78-79, 2022 | | 2022 |
| Wavelet oversampling for imbalance childhood brain tumor classification D Zhao, J Grist, H Rose, Y Sun, A Peet 2021 ISMRM & SMRT Annual Meeting & Exhibition, 0937, 2021 | | 2021 |
| Childhood brain tumour classification through proton magnetic resonance spectroscopy and diffusion weighted imaging T Zhao, JT Grist, HEL Rose, L Macpherson, H Li, AC Peet Childhood 3, 41, 2020 | | 2020 |
| MBRS-69. METABOLITE PROFILING OF SHH MEDULLOBLASTOMA IDENTIFIES A SUBSET OF CHILDHOOD TUMOURS ENRICHED FOR HIGH-RISK MOLECULAR BIOMARKERS AND CLINICAL FEATURES C Bennett, S Kohe, F Burte, H Rose, D Hicks, E Schwalbe, S Crosier, ... Neuro-oncology 22 (Suppl 3), iii410, 2020 | | 2020 |
| IMG-06. PREDICTING SURVIVAL FROM PERFUSION AND DIFFUSION MRI BY MACHINE LEARNING JT Grist, S Withey, C Bennett, H Rose, L MacPherson, A Oates, S Powell, ... Neuro-Oncology 22 (Supplement_3), iii356-iii356, 2020 | | 2020 |
| Magnetic resonance imaging of flow instabilities HEL Rose University of Birmingham, 2013 | | 2013 |
Niloufar Zarinabad ,MSc, PhDAdresse e-mail validée de bham.ac.uk
