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Avoiding a replication crisis in deep-learning-based bioimage analysis
Romain F Laine
,
Ignacio Arganda-Carreras
,
Ricardo Henriques
,
Guillaume Jacquemet
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DOI
Benchmarking Deep Neural Network Inference Performance on Serverless Environments With MLPerf
Unai Elordi
,
Luis Unzueta
,
Jon Goenetxea
,
Sergio Sanchez-Carballido
,
Ignacio Arganda-Carreras
,
Oihana Otaegui
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DOI
URL
Deep learning on chest x-ray images to detect and evaluate pneumonia cases at the era of covid-19
Karim Hammoudi
,
Halim Benhabiles
,
Mahmoud Melkemi
,
Fadi Dornaika
,
Ignacio Arganda-Carreras
,
Dominique Collard
,
Arnaud Scherpereel
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DOI
Designing Automated Deployment Strategies of Face Recognition Solutions in Heterogeneous IoT Platforms
Unai Elordi
,
Chiara Lunerti
,
Luis Unzueta
,
Jon Goenetxea
,
Nerea Aranjuelo Ansa
,
Álvaro Bertelsen
,
Ignacio Arganda-Carreras
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DOI
URL
Efficient and compact face descriptor for driver drowsiness detection
Abdelmalik Moujahid
,
Fadi Dornaika
,
Ignacio Arganda-Carreras
,
Jorge Reta
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DOI
Identification and measurement of tropical tuna species in purse seiner catches using computer vision and deep learning
Fishery monitoring programs are essential for effective management of marine resources, as they provide scientists and managers with …
Xabier Lekunberri
,
Jon Ruiz
,
Iñaki Quincoces
,
Fadi Dornaika
,
Ignacio Arganda-Carreras
,
Jose a Fernandes
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DOI
Inferring spatial relations from textual descriptions of images
Aitzol Elu
,
Gorka Azkune
,
Oier Lopez De Lacalle
,
Ignacio Arganda-Carreras
,
Aitor Soroa
,
Eneko Agirre
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DOI
Invadopodia Structure in 3D Environment Resolved by Near-Infrared Branding Protocol Combining Correlative Confocal and FIB-SEM Microscopy
Cancer cell invasion through tissue barriers is the intrinsic feature of metastasis, the most life-threatening aspect of cancer. …
Markéta Dalecká
,
Ján Sabó
,
Lenka Backová
,
Daniel Rösel
,
Jan Brábek
,
Aleš Benda
,
Ondřej Tolde
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DOI
URL
A comparative study of human facial age estimation: handcrafted features vs. deep features
In recent times, the topic of human facial age estimation attracted much attention. This is due to its ability to improve biometrics …
Salah Eddine Bekhouche
,
Fadi Dornaika
,
Azeddine Benlamoudi
,
Abdelkrim Ouafi
,
Abdelmalik Taleb-Ahmed
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DOI
URL
ANHIR: automatic non-rigid histological image registration challenge
Jiří Borovec
,
Jan Kybic
,
Ignacio Arganda-Carreras
,
Dmitry v. Sorokin
,
Gloria Bueno
,
Alexander v. Khvostikov
,
Spyridon Bakas
,
Eric I-Chao Chang
,
Stefan Heldmann
,
Kimmo Kartasalo
,
Leena Latonen
,
Johannes Lotz
,
Michelle Noga
,
Sarthak Pati
,
Kumaradevan Punithakumar
,
Pekka Ruusuvuori
,
Andrzej Skalski
,
Nazanin Tahmasebi
,
Masi Valkonen
,
Ludovic Venet
,
Yizhe Wang
,
Nick Weiss
,
Marek Wodzinski
,
Yu Xiang
,
Yan Xu
,
Yan Yan
,
Paul Yushkevich
,
Shengyu Zhao
,
Arrate Muñoz-Barrutia
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DOI
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