Items where authors include "Frangi, AF"

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Xia, Y, Ravikumar, N, Lassila, T orcid.org/0000-0001-8947-1447 et al. (1 more author) (2023) Generating virtual patients of high-resolution MR angiography from non-angiographic multi-contrast MRIs for In-silico trials. Medical Image Analysis, 87. 102814. ISSN 1361-8415

Hartung, T, Deng, J, Mall, R et al. (3 more authors) (2023) Editorial: Insights in AI: Medicine and public health 2022. Frontiers in Artificial Intelligence, 6. 1166426. ISSN 2624-8212

Kassab-Bachi, A orcid.org/0000-0001-7601-2532, Ravikumar, N orcid.org/0000-0003-0134-107X, Wilcox, RK orcid.org/0000-0003-2736-7104 et al. (2 more authors) (2023) Correction: Contribution of Shape Features to Intradiscal Pressure and Facets Contact Pressure in L4/L5 FSUs: An In-Silico Study. Annals of Biomedical Engineering, 51 (3). p. 642. ISSN 0090-6964

Lin, F, Xia, Y, Song, S et al. (2 more authors) (2023) High-Throughput 3DRA Segmentation of Brain Vasculature and Aneurysms using Deep Learning. Computer Methods and Programs in Biomedicine, 230. 107355. ISSN 0169-2607

Elhaminia, B, Gilbert, A orcid.org/0000-0002-9142-1227, Lilley, J et al. (5 more authors) (2023) Toxicity Prediction in Pelvic Radiotherapy Using Multiple Instance Learning and Cascaded Attention Layers. IEEE Journal of Biomedical and Health Informatics. ISSN 2168-2194

Kassab-Bachi, A orcid.org/0000-0001-7601-2532, Ravikumar, N orcid.org/0000-0003-0134-107X, Wilcox, RK et al. (2 more authors) (2023) Contribution of Shape Features to Intradiscal Pressure and Facets Contact Pressure in L4/L5 FSUs: An In-Silico Study. Annals of Biomedical Engineering, 51 (1). pp. 174-188. ISSN 0090-6964

Zakeri, A orcid.org/0000-0002-6011-2333, Hokmabadi, A orcid.org/0000-0002-1407-4540, Bi, N orcid.org/0000-0002-7505-3997 et al. (6 more authors) (2023) DragNet: Learning-based deformable registration for realistic cardiac MR sequence generation from a single frame. Medical Image Analysis, 83. 102678. ISSN 1361-8415

Zhang, J, Zhao, Y, Bao, T et al. (5 more authors) (2022) Boosting Personalised Musculoskeletal Modelling with Physics-informed Knowledge Transfer. IEEE Transactions on Instrumentation and Measurement, 72. 2500811. ISSN 0018-9456

Zhang, J, Zhao, Y, Shone, F orcid.org/0000-0003-4602-8861 et al. (4 more authors) (2022) Physics-informed Deep Learning for Musculoskeletal Modelling: Predicting Muscle Forces and Joint Kinematics from Surface EMG. IEEE Transactions on Neural Systems and Rehabilitation Engineering. ISSN 1534-4320

Zhang, X, Jiang, R, Huang, P et al. (4 more authors) (2022) Dynamic feature learning for COVID-19 segmentation and classification. Computers in Biology and Medicine, 150. 106136. ISSN 0010-4825

Frood, R orcid.org/0000-0003-2681-9922, Clark, M, Burton, C et al. (5 more authors) (2022) Utility of pre-treatment FDG PET/CT-derived machine learning models for outcome prediction in classical Hodgkin lymphoma. European Radiology, 32 (10). pp. 7237-7247. ISSN 0938-7994

Farzi, M orcid.org/0000-0003-4663-2110, Pozo, JM, McCloskey, E et al. (4 more authors) (2022) Quantitating Age-Related BMD Textural Variation from DXA Region-Free-Analysis: A Study of Hip Fracture Prediction in Three Cohorts. Journal of Bone and Mineral Research, 37 (9). pp. 1679-1688. ISSN 0884-0431

Xia, Y, Chen, X orcid.org/0000-0003-4203-4578, Ravikumar, N orcid.org/0000-0003-0134-107X et al. (6 more authors) (2022) Automatic 3D+t four-chamber CMR quantification of the UK biobank: integrating imaging and non-imaging data priors at scale. Medical Image Analysis, 80. 102498. ISSN 1361-8415

Huang, Z, Lei, H, Chen, G et al. (5 more authors) (2022) Parkinson's Disease Classification and Clinical Score Regression via United Embedding and Sparse Learning From Longitudinal Data. IEEE Transactions on Neural Networks and Learning Systems, 33 (8). pp. 3357-3371. ISSN 2162-237X

Harkness, R, Hall, G orcid.org/0000-0002-8864-5932, Frangi, AF orcid.org/0000-0002-2675-528X et al. (2 more authors) (2022) The Pitfalls of Using Open Data to Develop Deep Learning Solutions for COVID-19 Detection in Chest X-Rays. MEDINFO 2021: One World, One Health – Global Partnership for Digital Innovation, 290. pp. 679-683. ISSN 0926-9630

Frood, R orcid.org/0000-0003-2681-9922, Clark, M, Burton, C et al. (5 more authors) (2022) Discovery of Pre-Treatment FDG PET/CT-Derived Radiomics-Based Models for Predicting Outcome in Diffuse Large B-Cell Lymphoma. Cancers, 14 (7). 1711. ISSN 2072-6694

Xia, Y, Ravikumar, N orcid.org/0000-0003-0134-107X and Frangi, AF orcid.org/0000-0002-2675-528X (2022) Learning to complete incomplete hearts for population analysis of cardiac MR images. Medical Image Analysis, 77. 102354. ISSN 1361-8415

Li, F, Song, D, Chen, H et al. (37 more authors) (2022) Author Correction: Development and clinical deployment of a smartphone-based visual field deep learning system for glaucoma detection. npj Digital Medicine, 5 (1). 38. ISSN 2398-6352

Smith, E orcid.org/0000-0003-1559-2400, Nie, L orcid.org/0000-0002-5796-907X, McLaughlan, J orcid.org/0000-0001-5795-4372 et al. (6 more authors) (2022) An Open Access Chamber Designed for the Acoustic Characterisation of Microbubbles. Applied Sciences, 12 (4). 1818. ISSN 2076-3417

Diaz-Pinto, A, Ravikumar, N, Attar, R et al. (14 more authors) (2022) Predicting myocardial infarction through retinal scans and minimal personal information. Nature Machine Intelligence, 4. pp. 55-61. ISSN 2522-5839

Fu, H, Zhou, T, Li, S et al. (1 more author) (2022) Guest Editorial Generative Adversarial Networks in Biomedical Image Computing. IEEE Journal of Biomedical and Health Informatics, 26 (1). pp. 4-6. ISSN 2168-2194

Zakeri, A, Hokmabadi, A, Ravikumar, N et al. (2 more authors) (2022) A probabilistic deep motion model for unsupervised cardiac shape anomaly assessment. Medical Image Analysis, 75. 102276. ISSN 1361-8415

Nadarajah, R, Wu, J orcid.org/0000-0001-6093-599X, Frangi, AF orcid.org/0000-0002-2675-528X et al. (3 more authors) (2021) What is next for screening for undiagnosed atrial fibrillation? Artificial intelligence may hold the key. European Heart Journal - Quality of Care and Clinical Outcomes. ISSN 2058-5225

Van den Eynde, J, Manlhiot, C, Van De Bruaene, A et al. (4 more authors) (2021) Medicine-Based Evidence in Congenital Heart Disease: How Artificial Intelligence Can Guide Treatment Decisions for Individual Patients. Frontiers in Cardiovascular Medicine, 8. 798215. ISSN 2297-055X

Chen, X orcid.org/0000-0003-4203-4578, Ravikumar, N, Xia, Y et al. (6 more authors) (2021) Shape registration with learned deformations for 3D shape reconstruction from sparse and incomplete point clouds. Medical Image Analysis, 74. 102228. ISSN 1361-8415

Nadarajah, R orcid.org/0000-0001-9895-9356, Wu, J orcid.org/0000-0001-6093-599X, Frangi, AF orcid.org/0000-0002-2675-528X et al. (3 more authors) (2021) Predicting patient-level new-onset atrial fibrillation from population-based nationwide electronic health records: protocol of FIND-AF for developing a precision medicine prediction model using artificial intelligence. BMJ Open, 11 (11). e052887. ISSN 2044-6055

Mendonca, T, Jones, AA, Pozo, JM et al. (3 more authors) (2021) Origami: Single-cell 3D shape dynamics oriented along the apico-basal axis of folding epithelia from fluorescence microscopy data. PLoS Computational Biology, 17 (11). e1009063. ISSN 1553-734X

Frood, R orcid.org/0000-0003-2681-9922, Burton, C, Tsoumpas, C orcid.org/0000-0002-4971-2477 et al. (4 more authors) (2021) Baseline PET/CT imaging parameters for prediction of treatment outcome in Hodgkin and diffuse large B cell lymphoma: a systematic review. European Journal of Nuclear Medicine and Molecular Imaging, 48 (10). pp. 3198-3220. ISSN 1619-7070

Hu, H, Pan, N, Liu, H et al. (4 more authors) (2021) Automatic segmentation of left and right ventricles in cardiac MRI using 3D-ASM and deep learning. Signal Processing: Image Communication, 96. 116303. ISSN 0923-5965

Nabavi, S, Ejmalian, A, Moghaddam, ME et al. (4 more authors) (2021) Medical imaging and computational image analysis in COVID-19 diagnosis: A review. Computers in Biology and Medicine, 135. 104605. ISSN 0010-4825

Smye, SW orcid.org/0000-0003-4975-5220 and Frangi, AF orcid.org/0000-0002-2675-528X (2021) Interdisciplinary research: shaping the healthcare of the future. Future healthcare journal, 8 (2). e218-e223. ISSN 2514-6645

Guo, L, Lei, B, Chen, W et al. (7 more authors) (2021) Dual attention enhancement feature fusion network for segmentation and quantitative analysis of paediatric echocardiography. Medical Image Analysis, 71. 102042. ISSN 1361-8415

Sarrami-Foroushani, A, Lassila, T orcid.org/0000-0001-8947-1447, Macraild, M et al. (4 more authors) (2021) In-silico trial of intracranial flow diverters replicates and expands insights from conventional clinical trials. Nature Communications, 12. 3861. ISSN 2041-1723

Danilov, VV, Gerget, OM, Klyshnikov, KY et al. (2 more authors) (2021) Analysis of Deep Neural Networks for Detection of Coronary Artery Stenosis. Programming and Computer Software, 47 (3). pp. 153-160. ISSN 0361-7688

Danilov, VV, Klyshnikov, KY, Gerget, OM et al. (4 more authors) (2021) Real-time coronary artery stenosis detection based on modern neural networks. Scientific Reports, 11 (1). 7582.

Xia, Y, Ravikumar, N, Greenwood, JP orcid.org/0000-0002-2861-0914 et al. (3 more authors) (2021) Super-Resolution of Cardiac MR Cine Imaging using Conditional GANs and Unsupervised Transfer Learning. Medical Image Analysis. 102037. ISSN 1361-8415

Song, X, Zhou, F, Frangi, AF orcid.org/0000-0002-2675-528X et al. (5 more authors) (2021) Graph convolution network with similarity awareness and adaptive calibration for disease-induced deterioration prediction. Medical Image Analysis, 69. 101947. ISSN 1361-8415

Vukicevic, AM, Zelic, K, Milasinovic, D et al. (6 more authors) (2021) OpenMandible: An open-source framework for highly realistic numerical modelling of lower mandible physiology. Dental Materials, 37 (4). pp. 612-624. ISSN 0109-5641

Attanasio, A, Alberti, C, Scaglioni, B orcid.org/0000-0003-4891-8411 et al. (6 more authors) (2021) A Comparative Study of Spatio-Temporal U-Nets for Tissue Segmentation in Surgical Robotics. IEEE Transactions on Medical Robotics and Bionics, 3 (1). pp. 53-63. ISSN 2576-3202

Wilson, LA, Heraty, L, Ashford, BA et al. (5 more authors) (2021) Tissue microarray (TMA) use in post mortem neuropathology. Journal of Neuroscience Methods, 347. 108963. ISSN 0165-0270

Xia, Y, Zhang, L, Ravikumar, N et al. (5 more authors) (2021) Recovering from missing data in population imaging – Cardiac MR image imputation via conditional generative adversarial nets. Medical Image Analysis, 67. 101812. ISSN 1361-8415

Attanasio, A, Scaglioni, B orcid.org/0000-0003-4891-8411, Leonetti, M orcid.org/0000-0002-3831-2400 et al. (4 more authors) (2020) Autonomous Tissue Retraction in Robotic Assisted Minimally Invasive Surgery – A Feasibility Study. IEEE Robotics and Automation Letters, 5 (4). pp. 6528-6535. ISSN 2377-3766

Fu, T, Yang, J, Li, Q et al. (5 more authors) (2020) Groupwise registration with global-local graph shrinkage in atlas construction. Medical Image Analysis, 64. 101711. ISSN 1361-8415

Abadi, E, Segars, WP, Tsui, BMW et al. (6 more authors) (2020) Virtual clinical trials in medical imaging: a review. Journal of Medical Imaging, 7 (04). 042805. 042805-. ISSN 2329-4302

Littlejohns, TJ, Holliday, J, Gibson, LM et al. (21 more authors) (2020) The UK Biobank imaging enhancement of 100,000 participants: rationale, data collection, management and future directions. Nature Communications, 11 (1). 2624. ISSN 2041-1723

Farzi, M orcid.org/0000-0003-4663-2110, Pozo, JM, McCloskey, E et al. (4 more authors) (2020) A Spatio-Temporal Ageing Atlas of the Proximal Femur. IEEE Transactions on Medical Imaging, 39 (5). pp. 1359-1368. ISSN 0278-0062

Fathi Kazerooni, A, Pozo, JM, McCloskey, EV et al. (2 more authors) (2020) Diffusion MRI for Assessment of Bone Quality; A Review of Findings in Healthy Aging and Osteoporosis. Journal of Magnetic Resonance Imaging, 51 (4). pp. 975-992. ISSN 1053-1807

Lei, B, Cheng, N, Frangi, AF orcid.org/0000-0002-2675-528X et al. (7 more authors) (2020) Self-calibrated brain network estimation and joint non-convex multi-task learning for identification of early Alzheimer's disease. Medical Image Analysis, 61. 101652. ISSN 1361-8415

Vukicevic, AM, Milic, V, Zabotti, A et al. (7 more authors) (2020) Radiomics-Based Assessment of Primary Sjögren's Syndrome From Salivary Gland Ultrasonography Images. IEEE Journal of Biomedical and Health Informatics, 24 (3). pp. 835-843. ISSN 2168-2194

Hu, Y, Xia, B, Mao, M et al. (6 more authors) (2020) AIDAN: An Attention-Guided Dual-Path Network for Pediatric Echocardiography Segmentation. IEEE Access, 8. pp. 29176-29187. ISSN 2169-3536

Wang, C, Oda, M, Hayashi, Y et al. (4 more authors) (2020) Tensor-cut: A tensor-based graph-cut blood vessel segmentation method and its application to renal artery segmentation. Medical Image Analysis, 60. 101623. ISSN 1361-8415

Lassila, T orcid.org/0000-0001-8947-1447, Sarrami-Foroushani, A, Hejazi, S et al. (1 more author) (2020) Population‐specific modelling of between/within‐subject flow variability in the carotid arteries of the elderly. International Journal for Numerical Methods in Biomedical Engineering, 36 (1). e3271. ISSN 2040-7939

Schnabel, JA, Davatzikos, C, Fichtinger, G et al. (2 more authors) (2019) Special issue on MICCAI 2018. Medical Image Analysis, 58. 101560. ISSN 1361-8415

Vardakis, JC, Bonfanti, M, Franzetti, G et al. (14 more authors) (2019) Highly integrated workflows for exploring cardiovascular conditions: Exemplars of precision medicine in Alzheimer's disease and aortic dissection. Morphologie, 103 (343). pp. 148-160. ISSN 1286-0115

Vardakis, JC, Guo, L, Peach, TW et al. (8 more authors) (2019) Fluid–structure interaction for highly complex, statistically defined, biological media: Homogenisation and a 3D multi-compartmental poroelastic model for brain biomechanics. Journal of Fluids and Structures, 91. 102641. ISSN 0889-9746

Song, S, Yang, J, Ai, D et al. (7 more authors) (2019) Patch-Based Adaptive Background Subtraction for Vascular Enhancement in X-Ray Cineangiograms. IEEE Journal of Biomedical and Health Informatics, 23 (6). pp. 2563-2575. ISSN 2168-2194

Mozumder, M, Pozo, JM, Coelho, S orcid.org/0000-0002-1039-4803 et al. (1 more author) (2019) Population-based Bayesian regularization for microstructural diffusion MRI with NODDIDA. Magnetic resonance in medicine, 82 (4). pp. 1553-1565. ISSN 0740-3194

Fichtinger, G, Schnabel, JA, Davatzikos, C et al. (2 more authors) (2019) Guest Editorial: IJCARS-MICCAI 2018 special issue. International journal of computer assisted radiology and surgery. ISSN 1861-6410

Diaz-Pinto, A, Colomer, A, Naranjo, V et al. (3 more authors) (2019) Retinal Image Synthesis and Semi-supervised Learning for Glaucoma Assessment. IEEE transactions on medical imaging, 38 (9). pp. 2211-2218. ISSN 0278-0062

Attar, R, Pereañez, M, Gooya, A et al. (13 more authors) (2019) Quantitative CMR population imaging on 20,000 subjects of the UK Biobank imaging study: LV/RV quantification pipeline and its evaluation. Medical Image Analysis, 56. pp. 26-42. ISSN 1361-8415

Zhang, L, Gooya, A, Pereanez, M et al. (5 more authors) (2019) Automatic Assessment of Full Left Ventricular Coverage in Cardiac Cine Magnetic Resonance Imaging With Fisher-Discriminative 3-D CNN. IEEE transactions on bio-medical engineering, 66 (7). pp. 1975-1986. ISSN 0018-9294

Fehri, H, Gooya, A, Lu, Y et al. (3 more authors) (2019) Bayesian Polytrees With Learned Deep Features for Multi-Class Cell Segmentation. IEEE transactions on image processing : a publication of the IEEE Signal Processing Society, 28 (7). pp. 3246-3260. ISSN 1057-7149

Coelho, S orcid.org/0000-0002-1039-4803, Pozo, JM, Jespersen, SN et al. (2 more authors) (2019) Resolving degeneracy in diffusion MRI biophysical model parameter estimation using double diffusion encoding. Magnetic Resonance in Medicine, 82 (1). pp. 395-410. ISSN 0740-3194

Shaukat, F, Raja, G and Frangi, AF orcid.org/0000-0002-2675-528X (2019) Computer-aided detection of lung nodules: A review. Journal of Medical Imaging, 6 (2). ISSN 2329-4302

Sarrami-Foroushani, A, Lassila, T orcid.org/0000-0001-8947-1447, Hejazi, SM et al. (3 more authors) (2019) A computational model for prediction of clot platelet content in flow-diverted intracranial aneurysms. Journal of Biomechanics, 91. pp. 7-13. ISSN 0021-9290

Mozumder, M, Pozo, JM, Coelho, S et al. (5 more authors) (2019) Quantitative histomorphometry of capillary microstructure in deep white matter. NeuroImage: Clinical, 23. 101839. ISSN 2213-1582

Ravikumar, N, Gooya, A, Beltrachini, L et al. (2 more authors) (2019) Generalised coherent point drift for group-wise multi-dimensional analysis of diffusion brain MRI data. Medical Image Analysis, 53. pp. 47-63. ISSN 1361-8415

Coelho, S orcid.org/0000-0002-1039-4803, Pozo, JM, Costantini, M et al. (5 more authors) (2019) Histological data of axons, astrocytes, and myelin in deep subcortical white matter populations. Data in Brief, 23. 103762. ISSN 2352-3409

Venneri, A, Mitolo, M, Beltrachini, L et al. (5 more authors) (2019) Beyond episodic memory: Semantic processing as independent predictor of hippocampal/perirhinal volume in aging and mild cognitive impairment due to Alzheimer’s disease. Neuropsychology. ISSN 0894-4105

Maier-Hein, L, Eisenmann, M, Reinke, A et al. (35 more authors) (2019) Why rankings of biomedical image analysis competitions should be interpreted with care. Nature Communications, 9 (1). ARTN 5217. ISSN 2041-1723

Maier-Hein, L, Eisenmann, M, Reinke, A et al. (35 more authors) (2019) Why rankings of biomedical image analysis competitions should be interpreted with care (vol 9, 5217, 2018). Nature Communications, 10. ARTN 588. ISSN 2041-1723

Waller, R, Baxter, L, Fillingham, DJ et al. (7 more authors) (2019) Iba-1-/CD68+ microglia are a prominent feature of age-associated deep subcortical white matter lesions. PLOS ONE, 14 (1). e0210888. ISSN 1932-6203

Song, S, Du, C, Liu, X et al. (7 more authors) (2019) Deep motion tracking from multiview angiographic image sequences for synchronization of cardiac phases. Physics in Medicine and Biology, 64 (2). ARTN 025018. ISSN 1361-6560

Fathi Kazerooni, A, Nabil, M, Zeinali Zadeh, M et al. (5 more authors) (2018) Characterization of active and infiltrative tumorous subregions from normal tissue in brain gliomas using multiparametric MRI. Journal of Magnetic Resonance Imaging, 48 (4). pp. 938-950. ISSN 1053-1807

Coelho, S, Pozo, JM, Costantini, M et al. (5 more authors) (2018) Local volume fraction distributions of axons, astrocytes, and myelin in deep subcortical white matter. NeuroImage, 179. pp. 275-287. ISSN 1053-8119

Nemat, H, Fehri, H, Ahmadinejad, N et al. (2 more authors) (2018) Classification of breast lesions in ultrasonography using sparse logistic regression and morphology‐based texture features. Medical Physics, 45 (9). pp. 4112-4124. ISSN 0094-2405

Lassila, T orcid.org/0000-0001-8947-1447, Marco, LYD, Mitolo, M et al. (4 more authors) (2018) Screening for Cognitive Impairment by Model-Assisted Cerebral Blood Flow Estimation. IEEE Transactions on Biomedical Engineering, 65 (7). pp. 1654-1661. ISSN 0018-9294

Ngoepe, MN, Frangi, AF orcid.org/0000-0002-2675-528X, Byrne, JV et al. (1 more author) (2018) Thrombosis in Cerebral Aneurysms and the Computational Modeling Thereof: A Review. Frontiers in Physiology, 9. 306. ISSN 1664-042X

Gooya, A, Lekadir, K, Castro-Mateos, I et al. (2 more authors) (2018) Mixture of Probabilistic Principal Component Analyzers for Shapes from Point Sets. IEEE Transactions on Pattern Analysis and Machine Intelligence, 40 (4). pp. 891-904. ISSN 0162-8828

Mozumder, M, Beltrachini, L, Collier, Q et al. (2 more authors) (2018) Simultaneous magnetic resonance diffusion and pseudo-diffusion tensor imaging. Magnetic Resonance in Medicine, 79 (4). pp. 2367-2378. ISSN 0740-3194

Huang, Y, Shao, L and Frangi, AF orcid.org/0000-0002-2675-528X (2018) Cross-Modality Image Synthesis via Weakly Coupled and Geometry Co-Regularized Joint Dictionary Learning. IEEE Transactions on Medical Imaging, 37 (3). pp. 815-827. ISSN 0278-0062

Frangi, AF orcid.org/0000-0002-2675-528X, Tsaftaris, SA and Prince, JL (2018) Simulation and Synthesis in Medical Imaging. IEEE Transactions on Medical Imaging, 37 (3). pp. 673-679. ISSN 0278-0062

Suinesiaputra, A, Ablin, P, Albà, X et al. (33 more authors) (2018) Statistical Shape Modeling of the Left Ventricle: Myocardial Infarct Classification Challenge. IEEE Journal of Biomedical and Health Informatics, 22 (2). pp. 503-515. ISSN 2168-2194

Guo, L, Vardakis, JC, Lassila, T et al. (11 more authors) (2018) Subject-specific multi-poroelastic model for exploring the risk factors associated with the early stages of Alzheimer's disease. Interface Focus, 8 (1). ARTN 20170019. ISSN 2042-8898

Ravikumar, N, Gooya, A, Çimen, S et al. (2 more authors) (2018) Group-wise similarity registration of point sets using Student’s t-mixture model for statistical shape models. Medical Image Analysis, 44. pp. 156-176. ISSN 1361-8415

Chen, X, Jia, P, Wang, Y et al. (4 more authors) (2018) A surface-based approach to determine key spatial parameters of the acetabulum in a standardized pelvic coordinate system. Medical Engineering & Physics, 52. pp. 22-30. ISSN 1350-4533

Vukicevic, AM, Çimen, S, Jagic, N et al. (3 more authors) (2018) Three-dimensional reconstruction and NURBS-based structured meshing of coronary arteries from the conventional X-ray angiography projection images. Scientific Reports, 8. 1711. ISSN 2045-2322

Manap, RA, Frangi, AF orcid.org/0000-0002-2675-528X, Shao, L et al. (1 more author) (2018) Multi-task learning approach for natural images’ quality assessment. Journal of Telecommunication, Electronic and Computer Engineering, 10 (2-5). pp. 1-7. ISSN 2180-1843

Albà, X, Lekadir, K, Pereañez, M et al. (3 more authors) (2018) Automatic initialization and quality control of large-scale cardiac MRI segmentations. Medical Image Analysis, 43. pp. 129-141. ISSN 1361-8415

Manap, RA, Shao, L and Frangi, AF orcid.org/0000-0002-2675-528X (2017) PATCH-IQ: A patch based learning framework for blind image quality assessment. Information Sciences, 420. pp. 329-344. ISSN 0020-0255

De Marco, M, Beltrachini, L, Biancardi, A et al. (2 more authors) (2017) Machine-learning Support to Individual Diagnosis of Mild Cognitive Impairment Using Multimodal MRI and Cognitive Assessments. Alzheimer Disease & Associated Disorders, 31 (4). pp. 278-286. ISSN 0893-0341

Parker, AM, Yang, L, Farzi, M et al. (3 more authors) (2017) Quantifying Pelvic Periprosthetic Bone Remodeling Using Dual-Energy X-Ray Absorptiometry Region-Free Analysis. Journal of Clinical Densitometry, 20 (4). pp. 480-485. ISSN 1094-6950

Farzi, M, Morris, RM, Penny, J et al. (5 more authors) (2017) Quantitating the effect of prosthesis design on femoral remodeling using high-resolution region-free densitometric analysis (DXA-RFA). Journal of Orthopaedic Research, 35 (10). pp. 2203-2210. ISSN 0736-0266

Asl, ME, Koohbanani, NA, Frangi, AF orcid.org/0000-0002-2675-528X et al. (1 more author) (2017) Tracking and diameter estimation of retinal vessels using Gaussian process and Radon transform. Journal of Medical Imaging, 4 (3). 034006. ISSN 2329-4302

Fu, H, Xu, Y, Lin, S et al. (6 more authors) (2017) Segmentation and Quantification for Angle-Closure Glaucoma Assessment in Anterior Segment OCT. IEEE Transactions on Medical Imaging, 36 (9). pp. 1930-1938. ISSN 0278-0062

Pozo, JM, Geers, AJ, Villa-Uriol, M-C et al. (1 more author) (2017) Flow complexity in open systems: interlacing complexity index based on mutual information. Journal of Fluid Mechanics, 825. pp. 704-742. ISSN 0022-1120

Hoogendoorn, C, Sebastian, R, Rodriguez, JF et al. (2 more authors) (2017) An atlas- and data-driven approach to initializing reaction-diffusion systems in computer cardiac electrophysiology. International Journal for Numerical Methods in Biomedical Engineering, 33 (8). e2846. ISSN 2040-7939

Shaukat, F, Raja, G, Gooya, A et al. (1 more author) (2017) Fully automatic detection of lung nodules in CT images using a hybrid feature set. Medical Physics, 44 (7). pp. 3615-3629. ISSN 0094-2405

Kasztelnik, M, Coto, E, Bubak, M et al. (6 more authors) (2017) Support for Taverna workflows in the VPH-Share cloud platform. Computer Methods and Programs in Biomedicine, 146. pp. 37-46. ISSN 0169-2607

Sarrami-Foroushani, A, Lassila, T orcid.org/0000-0001-8947-1447 and Frangi, AF orcid.org/0000-0002-2675-528X (2017) Virtual endovascular treatment of intracranial aneurysms: models and uncertainty. WIREs: Systems Biology and Medicine, 9 (4). e1385. ISSN 1939-5094

McGrath, DM, Ravikumar, N, Beltrachini, L et al. (3 more authors) (2017) Evaluation of wave delivery methodology for brain MRE: Insights from computational simulations. Magnetic Resonance in Medicine, 78 (1). pp. 341-356. ISSN 0740-3194

Evju, Ø, Pozo, JM, Frangi, AF orcid.org/0000-0002-2675-528X et al. (1 more author) (2017) Robustness of common hemodynamic indicators with respect to numerical resolution in 38 middle cerebral artery aneurysms. PLOS ONE, 12 (6). e0177566.

Lange, M, Palamara, S, Lassila, T orcid.org/0000-0001-8947-1447 et al. (3 more authors) (2017) Improved hybrid/GPU algorithm for solving cardiac electrophysiology problems on Purkinje networks. International Journal for Numerical Methods in Biomedical Engineering, 33 (6). e2835. ISSN 2040-7939

De Marco, M, Vallelunga, A, Meneghello, F et al. (3 more authors) (2017) ApoE ε4 Allele Related Alterations in Hippocampal Connectivity in Early Alzheimer’s Disease Support Memory Performance. Current Alzheimer Research, 14 (7). pp. 766-777. ISSN 1567-2050

Hua, R, Pozo, JM, Taylor, ZA orcid.org/0000-0002-0718-1663 et al. (1 more author) (2017) Multiresolution eXtended Free-Form Deformations (XFFD) for non-rigid registration with discontinuous transforms. Medical Image Analysis, 36. pp. 113-122. ISSN 1361-8415

Parto Dezfouli, MA, Parto Dezfouli, M, Ahmadian, A et al. (3 more authors) (2017) Quantification of 1H-MRS signals based on sparse metabolite profiles in the time-frequency domain. NMR in Biomedicine, 30 (2). e3675. ISSN 0952-3480

Geers, AJ, Morales, HG, Larrabide, I et al. (3 more authors) (2017) Wall shear stress at the initiation site of cerebral aneurysms. Biomechanics and Modeling in Mechanobiology, 16 (1). pp. 97-115. ISSN 1617-7959

Sarrami-Foroushani, A, Lassila, T orcid.org/0000-0001-8947-1447, Gooya, A et al. (2 more authors) (2016) Uncertainty quantification of wall shear stress in intracranial aneurysms using a data-driven statistical model of systemic blood flow variability. Journal of Biomechanics, 49 (16). pp. 3815-3823. ISSN 0021-9290

Navab, N, Frangi, AF orcid.org/0000-0002-2675-528X, Wells, W et al. (1 more author) (2016) Editorial for the Special Issue on MICCAI 2015. Medical Image Analysis, 34. pp. 1-2. ISSN 1361-8415

Manap, RA, Shao, L and Frangi, AF orcid.org/0000-0002-2675-528X (2016) Nonparametric Quality Assessment of Natural Images. IEEE MultiMedia, 23 (4). pp. 22-30. ISSN 1070-986X

Frangi, AF, Taylor, ZA orcid.org/0000-0002-0718-1663 and Gooya, A (2016) Precision Imaging: more descriptive, predictive and integrative imaging. Medical Image Analysis, 33. pp. 27-32. ISSN 1361-8415

Castro-Mateos, I, Hua, R, Pozo, JM et al. (2 more authors) (2016) Intervertebral disc classification by its degree of degeneration from T2-weighted magnetic resonance images. European Spine Journal, 25 (9). pp. 2721-2727. ISSN 0940-6719

Peng, P, Lekadir, K, Gooya, A et al. (3 more authors) (2016) A review of heart chamber segmentation for structural and functional analysis using cardiac magnetic resonance imaging. Magnetic Resonance Materials in Physics, Biology and Medicine, 29 (2). pp. 155-195. ISSN 0968-5243

Vergara, C, Lange, M, Palamara, S et al. (3 more authors) (2016) A coupled 3D–1D numerical monodomain solver for cardiac electrical activation in the myocardium with detailed Purkinje network. Journal of Computational Physics, 308. pp. 218-238. ISSN 0021-9991

Lange, M, Di Marco, LY, Lekadir, K et al. (2 more authors) (2016) Protective Role of False Tendon in Subjects with Left Bundle Branch Block: A Virtual Population Study. PLOS ONE, 11 (1). ARTN e0146477. e0146477-e0146477. ISSN 1932-6203

Lekadir, K, Noble, C, Hazrati-Marangalou, J et al. (4 more authors) (2016) Patient-Specific Biomechanical Modeling of Bone Strength Using Statistically-Derived Fabric Tensors. Annals of Biomedical Engineering, 44 (1). pp. 234-246. ISSN 0090-6964

Sarrami-Foroushani, A, Nasr Esfahany, M, Nasiraei Moghaddam, A et al. (6 more authors) (2015) Velocity Measurement in Carotid Artery: Quantitative Comparison of Time-Resolved 3D Phase-Contrast MRI and Image-based Computational Fluid Dynamics. Iranian Journal of Radiology, 12 (4). e18286. ISSN 1735-1065

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Gooya, A, Davatzikos, C and Frangi, AF (2015) A Bayesian Approach to Sparse Model Selection in Statistical Shape Models. SIAM Journal on Imaging Sciences , 8 (2). 858 - 887. ISSN 1936-4954

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Proceedings Paper

Shone, F, Ravikumar, N, Lassila, T orcid.org/0000-0001-8947-1447 et al. (6 more authors) (2023) Deep Physics-Informed Super-Resolution of Cardiac 4D-Flow MRI. In: Information Processing in Medical Imaging. Information Processing in Medical Imaging (IPMI 2023), 18-23 Jun 2023, San Carlos de Bariloche, Argentina. Lecture Notes in Computer Science . Springer , pp. 511-522. ISBN 978-3-031-34047-5

Chen, X orcid.org/0000-0003-4203-4578, Xia, Y, Ravikumar, N et al. (1 more author) (2021) A Deep Discontinuity-Preserving Image Registration Network. In: Medical Image Computing and Computer Assisted Intervention – MICCAI 2021: 24th International Conference, Strasbourg, France, September 27–October 1, 2021, Proceedings, Part IV. Medical Image Computing and Computer Assisted Intervention – MICCAI 2021, 27 Sep - 01 Oct 2021, Strasbourg, France/Virtual. Springer, Cham , pp. 46-55. ISBN 978-3-030-87202-1

Huang, Y, Yang, X, Zou, Y et al. (7 more authors) (2021) Flip Learning: Erase to Segment. In: Medical Image Computing and Computer Assisted Intervention – MICCAI 2021: 24th International Conference, Strasbourg, France, September 27–October 1, 2021, Proceedings, Part I. Medical Image Computing and Computer Assisted Intervention – MICCAI 2021, 27 Sep - 01 Oct 2021, Strasbourg, France. Springer, Cham , pp. 493-502. ISBN 978-3-030-87193-2

Bonazzola, R, Ravikumar, N orcid.org/0000-0003-0134-107X, Attar, R et al. (3 more authors) (2021) Image-Derived Phenotype Extraction for Genetic Discovery via Unsupervised Deep Learning in CMR Images. In: MICCAI 2021: Medical Image Computing and Computer Assisted Intervention. MICCAI 2021, 27 Sep - 01 Oct 2021, Strasbourg, France. Springer International Publishing , pp. 699-708. ISBN 9783030872397

Liu, Z, Manh, V, Yang, X et al. (6 more authors) (2021) Style Curriculum Learning for Robust Medical Image Segmentation. In: MICCAI 2021: Medical Image Computing and Computer Assisted Intervention. MICCAI 2021, 27 Sep - 01 Oct 2021, Strasbourg, France. Springer Cham , pp. 451-460. ISBN 9783030871925

Li, D, Kar, A, Ravikumar, N et al. (2 more authors) (2020) Federated Simulation for Medical Imaging. In: Lecture Notes in Computer Science. MICCAI Medical Image Computing and Computer Assisted Interventions, 04-08 Oct 2020, Lima, Peru. Springer Verlag , pp. 159-168. ISBN 9783030597092

Zhou, M, Wang, X, Wu, Z et al. (2 more authors) (2020) Aneurysm Identification in Cerebral Models with Multiview Convolutional Neural Network. In: Crimi, A and Bakas, S, (eds.) Lecture Notes in Computer Science. BrainLes 2019, 17 Oct 2019, Shenzhen, China. Springer Nature , pp. 23-31. ISBN 9783030466398

Lange, M, Lassila, T orcid.org/0000-0001-8947-1447 and Frangi, AF (2019) Predicting Plausible Human Purkinje Network Morphology from Simulations. In: Proceedings of the 2019 International Conference in Computing in Cardiology (CinC 2019). CinC 2019, 08-11 Sep 2019, Singapore. IEEE . ISBN 9781728169361

Attar, R, Pereañez, M, Bowles, C et al. (4 more authors) (2019) 3D Cardiac Shape Prediction with Deep Neural Networks: Simultaneous Use of Images and Patient Metadata. In: Lecture Notes in Computer Science. MICCAI 2019: Medical Image Computing and Computer Assisted Intervention – MICCAI 2019, 13-17 Oct 2019, Shenzhen, China. Springer Verlag , pp. 586-594. ISBN 9783030322441

Zhou, M, Wang, X, Wu, Z et al. (2 more authors) (2019) Intracranial Aneurysm Detection from 3D Vascular Mesh Models with Ensemble Deep Learning. In: Lecture Notes in Computer Science. MICCAI 2019: Medical Image Computing and Computer Assisted Intervention – MICCAI 2019, 13-17 Oct 2019, Shenzhen, China. Springer Verlag , pp. 243-252. ISBN 9783030322502

Coelho, S orcid.org/0000-0002-1039-4803, Pozo, JM, Jespersen, SN et al. (1 more author) (2019) Optimal Experimental Design for Biophysical Modelling in Multidimensional Diffusion MRI. In: Shen, D, Liu, T, Peters, TM, Staib, LH, Essert, C, Zhou, S, Yap, P-T and Khan, A, (eds.) Lecture Notes in Computer Science, volume 11766. 22nd International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2019), 13-17 Oct 2019, Shenzhen, China. Springer Verlag , Cham, Switzerland , pp. 617-625. ISBN 978-3-030-32247-2

Wang, C, Hayashi, Y, Oda, M et al. (4 more authors) (2019) Tubular Structure Segmentation Using Spatial Fully Connected Network with Radial Distance Loss for 3D Medical Images. In: Lecture Notes in Computer Science. MICCAI 2019: Medical Image Computing and Computer Assisted Intervention – MICCAI 2019, 13-17 Oct 2019, Shenzhen, China. Springer Verlag , pp. 348-356. ISBN 9783030322250

Zhang, L, Pereañez, M, Bowles, C et al. (4 more authors) (2019) Unsupervised Standard Plane Synthesis in Population Cine MRI via Cycle-Consistent Adversarial Networks. In: Lecture Notes in Computer Science. Medical Image Computing and Computer Assisted Intervention – MICCAI 2019, 13-17 Oct 2019, Shenzhen, China. Springer Verlag , pp. 660-668. ISBN 978-3-030-32244-1

Danilov, VV, Skirnevskiy, IP, Manakov, RA et al. (3 more authors) (2019) Ray-based segmentation algorithm for medical imaging. In: International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives. International Workshop on “Photogrammetric & Computer Vision Techniques for Video Surveillance, Biometrics and Biomedicine", 13-15 May 2019, Moscow, Russia. , pp. 37-45.

Attar, R, Pereañez, M, Gooya, A et al. (6 more authors) (2019) High Throughput Computation of Reference Ranges of Biventricular Cardiac Function on the UK Biobank Population Cohort. In: Lecture Notes in Computer Science. MICCAI Medical Image Computing and Computer Assisted Interventions, 16-20 Sep 2018, Granada, Spain. Springer Verlag , pp. 114-121. ISBN 9783030120283

de Vila, MH, Attar, R, Pereanez, M et al. (1 more author) (2019) MULTI-X, a State-of-the-Art Cloud-Based Ecosystem for Biomedical Research. In: 2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM). 2018 IEEE (BIBM), 03-06 Dec 2018, Madrid, Spain. IEEE , pp. 1726-1733. ISBN 978-1-5386-5488-0

Wang, C, Connolly, B, de Oliveira Lopes, PF et al. (2 more authors) (2019) Pelvis segmentation using multi-pass U-Net and iterative shape estimation. In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). MICCAI 2018, 21st International Conference on Medical Image Computing & Computer Assisted Intervention, 16 Sep 2018, Granada, Spain. Springer, Cham , pp. 49-57. ISBN 9783030111656

Liu, CL, Lee, SW, Yang, JY et al. (4 more authors) (2018) Message from general and program chairs. In: Proceedings - 4th Asian Conference on Pattern Recognition, ACPR 2017. 4th IAPR Asian Conference on Pattern Recognition (ACPR), 26-29 Nov 2017, Nanjing, China. IEEE , pp. 1-6. ISBN 9781538633540

Diaz-Pinto, A, Colomer, A, Naranjo, V et al. (3 more authors) (2018) Retinal Image Synthesis for Glaucoma Assessment Using DCGAN and VAE Models. In: Lecture Notes in Computer Science. 19th International Conference on Intelligent Data Engineering and Automated Learning: IDEAL 2018, 21-23 Nov 2018, Madrid, Spain. Springer Verlag , pp. 224-232. ISBN 9783030034924

Zhang, L, Pereañez, M, Piechnik, SK et al. (3 more authors) (2018) Multi-input and dataset-invariant adversarial learning (MDAL) for left and right-ventricular coverage estimation in cardiac MRI. In: Lecture Notes in Computer Science. 21st International Conference on Medical Image Computing and Computer-Assisted Intervention - MICCAI 2018, 16-20 Sep 2018, Granada, Spain,. Springer Verlag , pp. 481-489. ISBN 9783030009335

Farzi, M, Pozo, JM, McCloskey, E et al. (3 more authors) (2018) Spatio-temporal atlas of bone mineral density ageing. In: Lecture Notes in Computer Science. International Conference on Medical Image Computing and Computer-Assisted Intervention: MICCAI 2018, 16-20 Sep 2018, Granada, Spain. Springer Verlag , pp. 720-728. ISBN 9783030009274

Lassila, T orcid.org/0000-0001-8947-1447, Faria, HM, Sarrami-Foroushani, A et al. (3 more authors) (2018) Multi-modal Synthesis of ASL-MRI Features with KPLS Regression on Heterogeneous Data. In: Frangi, AF, Schnabel, JA, Davatzikos,, C, Alberola-López,, C and Fichtinger, G, (eds.) Medical Image Computing and Computer Assisted Intervention – MICCAI 2018. MICCAI 2018: 21st International Conference on Medical Image Computing and Computer Assisted Intervention, 16-20 Sep 2018, Granada, Spain. Springer , pp. 473-481. ISBN 978-3-030-00930-4

Huang, Y, Shao, L and Frangi, AF orcid.org/0000-0002-2675-528X (2017) Simultaneous super-resolution and cross-modality synthesis of 3D medical images using weakly-supervised joint convolutional sparse coding. In: Proceedings of 30th IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2017). CVPR 2017, 21-26 Jul 2017, Honolulu, Hawaii, USA. IEEE , pp. 5787-5796. ISBN 9781538604571

Zhang, L, Gooya, A and Frangi, AF orcid.org/0000-0002-2675-528X (2017) Semi-supervised assessment of incomplete LV coverage in cardiac MRI using generative adversarial nets. In: Lecture Notes in Computer Science. Second International Workshop on Simulation and Synthesis in Medical Imaging: SASHIMI 2017, 10 Sep 2017, Quebec, Canada. Springer Verlag , pp. 61-68. ISBN 9783319681269

Huang, Y, Shao, L and Frangi, AF orcid.org/0000-0002-2675-528X (2017) DOTE: Dual convolutional filter learning for super-resolution and cross-modality synthesis in MRI. In: Lecture Notes in Computer Science. International Conference on Medical Image Computing and Computer-Assisted Intervention − MICCAI 2017, 10-14 Sep 2017, Quebec City, Canada. Springer Verlag , pp. 89-98. ISBN 9783319661780

Ravikumar, N, Gooya, A, Frangi, AF orcid.org/0000-0002-2675-528X et al. (1 more author) (2017) Generalised coherent point drift for group-wise registration of multi-dimensional point sets. In: Lecture Notes in Computer Science. Medical Image Computing and Computer Assisted Intervention - MICCAI 2017. 20th International Conference, 10-14 Sep 2017, Quebec, Canada. Springer , pp. 309-316. ISBN 9783319661810

Pozo, JM, Geers, AJ and Frangi, AF orcid.org/0000-0002-2675-528X (2017) Information theoretic measurement of blood flow complexity in vessels and aneurysms: Interlacing complexity index. In: Lecture Notes in Computer Science. International Conference on Medical Image Computing and Computer-Assisted Intervention: MICCAI 2017, 10-14 Sep 2017, Quebec, Canada. Springer Verlag , pp. 233-241. ISBN 9783319661841

Fehri, H, Gooya, A, Johnston, SA et al. (1 more author) (2017) Multi-class image segmentation in fluorescence microscopy using polytrees. In: Lecture Notes in Computer Science. International Conference on Information Processing in Medical Imaging, 25-30 Jun 2017, Boone, USA. Springer Verlag , pp. 517-528. ISBN 9783319590493

Sarrami-Foroushani, A, Lassila, T orcid.org/0000-0001-8947-1447, Pozo, JM et al. (2 more authors) (2016) Direct estimation of wall shear stress from aneurysmal morphology: A statistical approach. In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2016, 17-21 Oct 2016, Athens, Greece. Springer, Cham , pp. 201-209. ISBN 9783319467252

Huang, Y, Zhu, F, Shao, L et al. (1 more author) (2016) Color object recognition via cross-domain learning on RGB-D images. In: Proceedings - IEEE International Conference on Robotics and Automation (ICRA). ICRA 2016, 16-21 May 2016, Stockholm, Sweden. IEEE , pp. 1672-1677. ISBN 9781467380263

Lassila, T orcid.org/0000-0001-8947-1447, Lange, M, Porras Perez, AR et al. (4 more authors) (2016) Electrophysiology model for a human heart with ischemic scar and realistic Purkinje network. In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). STACOM 2015, 09 Oct 2015, Munich, Germany. Springer Verlag , pp. 90-97. ISBN 9783319287119

Lange, M, Palamara, S, Lassila, T orcid.org/0000-0001-8947-1447 et al. (3 more authors) (2015) Efficient Numerical Schemes for Computing Cardiac Electrical Activation over Realistic Purkinje Networks: Method and Verification. In: Lecture Notes in Artificial Intelligence. FIMH 2015: 8th International Conference on Functional Imaging and Modeling of the Heart, 25-27 Jun 2015, Maastricht, The Netherlands. Springer , pp. 430-438. ISBN 978-3-319-20308-9

This list was generated on Sat Apr 20 16:15:57 2024 BST.