Biomedical Applications

Type Start End
Internal Jan 2012 Dec 2020
Responsible URL
Verónica Vilaplana

Publications

Combalia M, Pérez-Anker J, García-Herrera A, Alos L, Vilaplana V, Marques F, Puig S, Malvehy J. Digitally Stained Confocal Microscopy through Deep Learning. In: International Conference on Medical Imaging with Deep Learning (MIDL 2019). International Conference on Medical Imaging with Deep Learning (MIDL 2019). ; In Press.
Gullón N, Vilaplana V. Retinal lesions segmentation using CNNs and adversarial training. In: International Symposium on Biomedical Imaging (ISBI 2019). International Symposium on Biomedical Imaging (ISBI 2019). ; In Press.
Isart A, Espasa M, Vilaplana V, Sayrol E. CNN-based bacilli detection in sputum samples for tuberculosis diagnosis. In: International Symposium on Biomedical Imaging (ISBI 2019). International Symposium on Biomedical Imaging (ISBI 2019). ; In Press.
Górriz M, Antony J, McGuinness K, Giró-i-Nieto X, O'Connor N. Assessing Knee OA Severity with CNN attention-based end-to-end architectures. In: International Conference on Medical Imaging with Deep Learning (MIDL) 2019. International Conference on Medical Imaging with Deep Learning (MIDL) 2019. ; In Press.
Kuijf H, Biesbroek M, de Bresser J, Heinen R, Andermatt S, Bento M, Berseth M, Belyaev M, Cardoso J, Casamitjana A, et al. Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities; Results of the WMH Segmentation Challenge. IEEE Transactions on Medical Imaging. In Press .
Roisman A, Navarro A, Clot G, Castellano G, Gonzalez-Farre B, Pérez-Galan P, Esteve A, Dabad M, Heath S, Gut M, et al. Differential expression of long non-coding RNAs related to proliferation and histological diversity in follicular lymphomas. British Journal of Haematology. 2019 ;184(3):373-383.
Wang L, Nie D, Li G, Puybareau E, Dolz J, Zhang Q, Wang F, Xia J, Wu Z, Chen J, et al. Benchmark on Automatic 6-month-old Infant Brain Segmentation Algorithms: The iSeg-2017 Challenge. IEEE Transactions on Medical Imaging. 2019 .
Bellot P, Salembier P, Pham NC, Meyer PE. Unsupervised GRN Ensemble. In: Sanguinetti G., Huynh-Thu V. (eds) Methods in Molecular Biology . Vol. 1883. Sanguinetti G., Huynh-Thu V. (eds) Methods in Molecular Biology . New York, NY: Springer science, Humana Press; 2019. pp. 283-302.
Casamitjana A, Vilaplana V, Petrone P, Molinuevo JLuis, Gispert JD. Shared latent structures between imaging features and biomarkers in early stages of Alzheimer's disease. In: Workshop on Predictive Intelligence in Medicine (PRIME), MICCAI. Workshop on Predictive Intelligence in Medicine (PRIME), MICCAI. Granada, Spain; 2018.
Combalia M, Vilaplana V. Monte-Carlo Sampling applied to Multiple Instance Learning for Histological Image Classification. In: Workshop on Deep Learning in Medical Image Analysis, MICCAI. Workshop on Deep Learning in Medical Image Analysis, MICCAI. Granada, Spain; 2018.

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