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Ignacio Arganda-Carreras

Instance Segmentation of Unlabeled Modalities via Cyclic Segmentation GAN


Apr 06, 2022
Leander Lauenburg, Zudi Lin, Ruihan Zhang, Márcia dos Santos, Siyu Huang, Ignacio Arganda-Carreras, Edward S. Boyden, Hanspeter Pfister, Donglai Wei

* 13 pages with appendix 

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Deep learning based domain adaptation for mitochondria segmentation on EM volumes


Feb 22, 2022
Daniel Franco-Barranco, Julio Pastor-Tronch, Aitor Gonzalez-Marfil, Arrate Muñoz-Barrutia, Ignacio Arganda-Carreras


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NucMM Dataset: 3D Neuronal Nuclei Instance Segmentation at Sub-Cubic Millimeter Scale


Jul 13, 2021
Zudi Lin, Donglai Wei, Mariela D. Petkova, Yuelong Wu, Zergham Ahmed, Krishna Swaroop K, Silin Zou, Nils Wendt, Jonathan Boulanger-Weill, Xueying Wang, Nagaraju Dhanyasi, Ignacio Arganda-Carreras, Florian Engert, Jeff Lichtman, Hanspeter Pfister

* The two first authors contributed equally. To be published in the proceedings of MICCAI 2021 

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AxonEM Dataset: 3D Axon Instance Segmentation of Brain Cortical Regions


Jul 12, 2021
Donglai Wei, Kisuk Lee, Hanyu Li, Ran Lu, J. Alexander Bae, Zequan Liu, Lifu Zhang, Márcia dos Santos, Zudi Lin, Thomas Uram, Xueying Wang, Ignacio Arganda-Carreras, Brian Matejek, Narayanan Kasthuri, Jeff Lichtman, Hanspeter Pfister

* The two first authors contributed equally. To be published in the proceedings of MICCAI 2021 

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Stable deep neural network architectures for mitochondria segmentation on electron microscopy volumes


Apr 08, 2021
Daniel Franco-Barranco, Arrate Muñoz-Barrutia, Ignacio Arganda-Carreras


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Inferring spatial relations from textual descriptions of images


Feb 01, 2021
Aitzol Elu, Gorka Azkune, Oier Lopez de Lacalle, Ignacio Arganda-Carreras, Aitor Soroa, Eneko Agirre

* Accepted in Pattern Recognition 

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Deep Learning on Chest X-ray Images to Detect and Evaluate Pneumonia Cases at the Era of COVID-19


Apr 05, 2020
Karim Hammoudi, Halim Benhabiles, Mahmoud Melkemi, Fadi Dornaika, Ignacio Arganda-Carreras, Dominique Collard, Arnaud Scherpereel

* 6 pages 

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3D Object Detection From LiDAR Data Using Distance Dependent Feature Extraction


Mar 03, 2020
Guus Engels, Nerea Aranjuelo, Ignacio Arganda-Carreras, Marcos Nieto, Oihana Otaegui

* 10 pages, 8 figures, 6th International Conference on Vehicle Technology and Intelligent Transport Systems (VEHITS 2020) 

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