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Isabelle Bloch

Universite Paris Saclay

50H-index
863Paper Count
1.3WCitation Count
Published Papers 92
Publication Date
Deep learning in medical image analysis: introduction to underlying principles and reviewer guide using diagnostic case studies in paediatrics
err2024-11-21
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errDubois, Constance; Eigen, David; Delmas, Emmanuel; Einfalt, Margot; Berteloot, Laureline; Bossuyt, Patrick M.; Lemacon, Clara; Torchin, Heloise; Simon, Francois; Drummond, David; Scherdel, Pauline; Vali, Yasaman; Bloch, Isabelle; Cohen, Jeremie F.
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Meta-learners for few-shot weakly-supervised medical image segmentation
err2024-09-01
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errOliveira, Hugo; Gama, Pedro H. T.; Bloch, Isabelle; Cesar Jr, Roberto Marcondes
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Exploiting temporal information to detect conversational groups in videos and predict the next speaker
err2024-01-01
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errTosato, Lucrezia; Fortier, Victor; Bloch, Isabelle; Pelachaud, Catherine
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RF-EMF Exposure Assessment of Fetus During the First Trimester of Pregnancy
err2024-01-01
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errSandeep, Srikumar; Vard, Alireza; Guxens, Monica; Bloch, Isabelle; Wiart, Joe
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Tubular structures segmentation of pediatric abdominal-visceral ceCT images with renal tumors: Assessment, comparison and improvement
err2023-12-01
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errLa Barbera, Giammarco; Rouet, Laurence; Boussaid, Haithem; Lubet, Alexis; Kassir, Rani; Sarnacki, Sabine; Gori, Pietro; Bloch, Isabelle
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Morpho-logic from a topos perspective - application to symbolic AI
err2023-10-01
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errAiguier, Marc; Bloch, Isabelle; Nibouche, Salim; Perez, Ramon Pino
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Manifold Learning via Linear Tangent Space Alignment (LTSA) for Accelerated Dynamic MRI With Sparse Sampling
err2023-01-01
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errDjebra, Yanis; Marin, Thibault; Han, Paul K.; Bloch, Isabelle; El Fakhri, Georges; Ma, Chao
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One Versus All for Deep Neural Network for Uncertainty (OVNNI) Quantification
err2022-01-01
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errFranchi, Gianni; Bursuc, Andrei; Aldea, Emanuel; Dubuisson, Severine; Bloch, Isabelle
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Automated brain MRI metrics in the EPIRMEX cohort of preterm newborns: Correlation with the neurodevelopmental outcome at 2 years
err2021-04-01
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errMorel, Baptiste; Bertault, Pierre; Favrais, Geraldine; Tavernier, Elsa; Tosello, Barthelemy; Bednarek, Nathalie; Barantin, Laurent; Chadie, Alexandra; Proisy, Maia; Xu, Yongchao; Bloch, Isabelle; Sirinelli, Dominique; Adamsbaum, Catherine; Tauber, Clovis; Saliba, Elie
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Automatic Feature Selection for Improved Interpretability on Whole Slide Imaging
err2021-02-22
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errPirovano, Antoine; Heuberger, Hippolyte; Berlemont, Sylvain; Ladjal, SaId; Bloch, Isabelle
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Motion correction for PET data using subspace-based real-time MR imaging in simultaneous PET/MR
err2020-11-25
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errMarin, Thibault; Djebra, Yanis; Han, Paul K.; Chemli, Yanis; Bloch, Isabelle; El Fakhri, Georges; Ouyang, Jinsong; Petibon, Yoann; Ma, Chao
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Kidney cortex segmentation in 2D CT with U-Nets ensemble aggregation
err2019-04-01
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errCouteaux, V; Si-Mohamed, S.; Renard-Penna, R.; Nempont, O.; Lefevre, T.; Popoff, A.; Pizaine, G.; Villain, N.; Bloch, I; Behr, J.; Bellin, M-F; Roy, C.; Rouviere, O.; Montagne, S.; Lassau, N.; Boussel, L.
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An iterative multi-atlas patch-based approach for cortex segmentation from neonatal MRI
err2018-12-01
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errTor-Diez, Carlos; Passat, Nicolas; Bloch, Isabelle; Faisan, Sylvain; Bednarek, Nathalie; Rousseau, Francois
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Objective Evaluation of Multiple Sclerosis Lesion Segmentation using a Data Management and Processing Infrastructure
err2018-09-12
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errCommowick, Olivier; Istace, Audrey; Kain, Michael; Laurent, Baptiste; Leray, Florent; Simon, Mathieu; Pop, Sorina Camarasu; Girard, Pascal; Ameli, Roxana; Ferre, Jean-Christophe; Kerbrat, Anne; Tourdias, Thomas; Cervenansky, Frederic; Glatard, Tristan; Beaumont, Jeremy; Doyle, Senan; Forbes, Florence; Knight, Jesse; Khademi, April; Mahbod, Amirreza; Wang, Chunliang; McKinley, Richard; Wagner, Franca; Muschelli, John; Sweeney, Elizabeth; Roura, Eloy; Llado, Xavier; Santos, Michel M.; Santos, Wellington P.; Silva-Filho, Abel G.; Tomas-Fernandez, Xavier; Urien, Helene; Bloch, Isabelle; Valverde, Sergi; Cabezas, Mariano; Javier Vera-Olmos, Francisco; Malpica, Norberto; Guttmann, Charles; Vukusic, Sandra; Edan, Gilles; Dojat, Michel; Styner, Martin; Warfield, Simon K.; Cotton, Francois; Barillot, Christian
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The challenge of cerebral magnetic resonance imaging in neonates: A new method using mathematical morphology for the segmentation of structures including diffuse excessive high signal intensities
err2018-08-01
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errXu, Yongchao; Morel, Baptiste; Dandouh, Sonia; Puybareau, Elodie; Virzi, Alessio; Urien, Helene; Geraud, Thierry; Adamsbaum, Catherine; Bloch, Isabelle
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