The Multi-Scenario Multi-Environment BioSecure Multimodal Database (BMDB)

Autor: Ortega-Garcia, Javier, Fierrez, Julian, Alonso-Fernandez, Fernando, Galbally, J., Freire, M. R., Gonzalez-Rodriguez, J., Garcia-Mateo, C., Alba-Castro, J. -L, Gonzalez-Agulla, E., Otero-Muras, E., Garcia-Salicetti, S., Allano, L., Ly-Van, B., Dorizzi, B., Kittler, J., Bourlai, T., Poh, N., Deravi, F., Ng, M. W. R., Fairhurst, M., Hennebert, J., Humm, A., Tistarelli, M., Brodo, L., Richiardi, J., Drygajlo, A., Ganster, H., Sukno, F. M., Pavani, S. -K, Frangi, A., Akarun, L., Savran, A.

Externí odkaz: http://urn.kb.se/resolve?urn=urn:nbn:se:hh:diva-21221

Interpretable and Reliable Rule Classification Based on Conformal Prediction

Autor: Abdelqader, H., Smirnov, E., Pont, M., Geijselaers, M., Koprinska, I, Mignone, P, Guidotti, R, Jaroszewicz, S, Froning, H, Gullo, F, Ferreira, PM, Roqueiro, D, Ceddia, G, Nowaczyk, S, Gama, J, Ribeiro, R, Gavalda, R, Masciari, E, Ras, Z, Ritacco, E, Naretto, F, Theissler, A, Biecek, P, Verbeke, W, Schiele, G, Pernkopf, F, Blott, M, Bordino, I, Danesi, IL, Ponti, G, Severini, L, Appice, A, Andresini, G, Medeiros, I, Graca, G, Cooper, L, Ghazaleh, N, Richiardi, J, Saldana, D, Sechidis, K, Canakoglu, A, Pido, S, Pinoli, P, Bifet, A, Pashami, S

Publikováno v: MACHINE LEARNING AND PRINCIPLES AND PRACTICE OF KNOWLEDGE DISCOVERY IN DATABASES, ECML PKDD 2022, PT I, 1752, 385-401
Communications in Computer and Information Science ISBN: 9783031236174

This paper deals with the challenging problem of simultaneously integrating interpretablility and reliability into prediction models in machine learning. It proposes to combine the interpretable models of decision rules with the reliable models based

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::ff8f9296d85ce134932aec8ce39f83cb
https://doi.org/10.1007/978-3-031-23618-1_26

SYNTHETIC CT GENERATION FROM T1-WEIGHTED KNEE MRIs USING A UNET

Autor: Ravano, V., Elwakil, A., Hilbert, T., Richiardi, J., Thiran, J.P., Mourad, C., Magrain, P., Favre, J., Kober, T., Sommer, S., Omoumi, P.

Publikováno v: In Osteoarthritis Imaging 2023 3 Supplement 1

The Cardiomyocyte in Heart Failure with Preserved Ejection Fraction-Victim of Its Environment?

Autor: Rocca, A., van Heeswijk, R.B., Richiardi, J., Meyer, P., Hullin, R.

Publikováno v: Cells, vol. 11, no. 5, pp. 867

Heart failure (HF) with preserved left ventricular ejection fraction (HFpEF) is becoming the predominant form of HF. However, medical therapy that improves cardiovascular outcome in HF patients with almost normal and normal systolic left ventricular

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=od______1900::85e5b53de24ac1c9139a4ee6cf6f6ba4
https://serval.unil.ch/resource/serval:BIB_98080A5141E0.P001/REF.pdf

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