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Author

Jan Novak

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2 papers indexed here

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Review Open access Sep 2026

Deep learning for cardiac CT segmentation for congenital heart disease: A systematic review

Purpose Deep Learning (DL) has transformed cardiac image segmentation, yet its application to congenital heart disease (CHD) remains underexplored, with no prior systematic review in this emerging domain. This review evaluates current DL approaches for CHD CT segmentation, identifies best performing model architectures...

Sinling Tiffany Yu, Zahra Amini, Shereen Fouad et al. · 0 citations
Open access Aug 2026

80 The Multi-Modal Combination of Magnetic Resonance Spectroscopy and Apparent Diffusion Coefficient Features Improves Radiological Prognostic Stratification of Paediatric Medulloblastoma

Magnetic Resonance Spectroscopy (MRS) and Apparent Coefficient Maps (ADC) features have previously demonstrated prognostic value, identifying high-risk groups of paediatric medulloblastoma (MB) and predicting patient survival. Despite evidence in diagnostic applications that their multi-modal combination can prov...

T. Mulvany, D. Griffiths-King, K. Crombie et al. · 0 citations

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