Items where authors include "Gooya, A."

Article

Godson, L. orcid.org/0000-0002-3419-7628, Alemi, N. orcid.org/0000-0001-6929-7461, Nsengimana, J. orcid.org/0000-0002-3603-4208 et al. (7 more authors) (2024) Immune subtyping of melanoma whole slide images using multiple instance learning. Medical Image Analysis, 93. 103097. ISSN 1361-8415

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, 28 (7). pp. 3246-3260. ISSN 1057-7149

Jahanifar, M., Tajeddin, N.Z., Asl, B.M. et al. (1 more author) (2019) Supervised saliency map driven segmentation of lesions in dermoscopic images. IEEE Journal of Biomedical and Health Informatics, 23 (2). pp. 509-518. ISSN 2168-2194

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

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

Suinesiaputra, A., Ablin, P., Alba, X. et al. (31 more authors) (2018) Statistical shape modeling of the left ventricle: myocardial infarct classification challenge. IEEE Journal of Biomedical and Health Informatics, 22 (2). 503 -515. ISSN 2168-2194

Ravikumar, N., Gooya, A. orcid.org/0000-0001-5135-4800, 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

Kalaie, S. and Gooya, A. orcid.org/0000-0001-5135-4800 (2017) Vascular Tree Tracking and Bifurcation Points Detection in Retinal Images Using a Hierarchical Probabilistic Model. Computer Methods and Programs in Biomedicine, 151. pp. 139-149. ISSN 0169-2607

Asl, M.E., Alemi, N., Frangi, A. 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

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

Jahanifar, M., Tajeddin, N.Z., Gooya, A. et al. (1 more author) (2017) Segmentation of Lesions in Dermoscopy Images Using Saliency Map And Contour Propagation. arXiv. (Unpublished)

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. ISSN 1873-2380

Çimen, S., Gooya, A., Grass, M. et al. (1 more author) (2016) Reconstruction of coronary arteries from X-ray angiography: A review. Medical Image Analysis, 32. pp. 46-68. ISSN 1361-8415

Frangi, A.F. orcid.org/0000-0002-2675-528X, Taylor, Z.A. and Gooya, A. (2016) Precision Imaging: more descriptive, predictive and integrative imaging. Medical Image Analysis, 33. pp. 27-32. ISSN 1361-8415

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

Proceedings Paper

Elhaminia, B., Gilbert, A. orcid.org/0000-0002-9142-1227, Frangi, A.F. orcid.org/0000-0002-2675-528X et al. (5 more authors) (2023) Deep learning with visual explanation for radiotherapy-induced toxicity prediction. In: Iftekharuddin, K.M. and Chen, W., (eds.) Medical Imaging 2023: Computer-Aided Diagnosis. SPIE Medical Imaging, 19-24 Feb 2023, San Diego, CA, USA. SPIE . ISBN 9781510660359

Godson, L., Alemi, N., Nsengimana, J. et al. (6 more authors) (2022) Weakly-supervised learning for image-based classification of primary melanomas into genomic immune subgroups. In: Proceedings of Machine Learning Research. International Conference on Medical Imaging with Deep Learning, 06-08 Jul 2022, Zurich, Switzerland. , pp. 423-440.

Ravikumar, N., Gooya, A. orcid.org/0000-0001-5135-4800, Frangi, A.F. 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: Descoteaux, M., Maier-Hein, L., Franz, A., Jannin, P., Collins, D. and Duchesne, S., (eds.) International Conference on Medical Image Computing and Computer-Assisted Intervention. Medical Image Computing and Computer Assisted Intervention − MICCAI 2017 , September 11-13, 2017, Quebec City, QC, Canada. Lecture Notes in Computer Science (10433 ). Springer , pp. 309-316. ISBN 9783319661810

Fehri, H., Gooya, A., Johnston, S.A. et al. (1 more author) (2017) Multi-class Image Segmentation in Fluorescence Microscopy Using Polytrees. In: Information Processing in Medical Imaging. International Conference on Information Processing in Medical Imaging, 25/06/2017 - 30/06/2017, Appalachian State University, Boone, North Carolina. Springer, Cham , pp. 517-528. ISBN 978-3-319-59049-3

Sarrami-Foroushani, A., Lassila, T. orcid.org/0000-0001-8947-1447, Pozo Soler, J.M. et al. (2 more authors) (2016) Direct estimation of wall shear stress from aneurysmal morphology: a statistical approach. In: Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2016 Proceedings, Part III. 19th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2016), 17-21 Oct 2016, Athens, Greece. , pp. 201-209.

Ravikumar, N., Gooya, A., Cimen, S. et al. (2 more authors) (2016) A Multi-Resolution t-Mixture Model Approach to Robust Group-wise Alignment of Shapes. In: Lecture Notes in Computer Science. Medical Image Computing and Computer Assisted Interventions (MICCAI), 17-21 Oct 2016, Athens, Greece. Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2016 . , pp. 142-149. ISBN 978-3-319-46725-2