Guided deep embedded clustering regularization for multifeature medical signal classification
Vindas, Yamil, Roux, Emmanuel, Guépié, Blaise Kévin, Almar, Marilys, Delachartre, Philippe
Published in Pattern recognition (01.11.2023)
Published in Pattern recognition (01.11.2023)
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Journal Article
Trainable pruned ternary quantization for medical signal classification models
Vindas, Yamil, Guépié, Blaise Kévin, Almar, Marilys, Roux, Emmanuel, Delachartre, Philippe
Published in Neurocomputing (Amsterdam) (07.10.2024)
Published in Neurocomputing (Amsterdam) (07.10.2024)
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Journal Article
Semi-automatic data annotation based on feature-space projection and local quality metrics: An application to cerebral emboli characterization
Vindas, Yamil, Guépié, Blaise Kévin, Almar, Marilys, Roux, Emmanuel, Delachartre, Philippe
Published in Medical image analysis (01.07.2022)
Published in Medical image analysis (01.07.2022)
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Journal Article
Deep Embedded Clustering Regularization for Supervised Imbalanced Cerebral Emboli Classification Using Transcranial Doppler Ultrasound
Vindas, Yamil, Roux, Emmanuel, Guepie, Blaise Kevin, Almar, Marilys, Delachartre, Philippe
Published in 2023 31st European Signal Processing Conference (EUSIPCO) (04.09.2023)
Published in 2023 31st European Signal Processing Conference (EUSIPCO) (04.09.2023)
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Conference Proceeding
Soft labels noise tolerant loss functions for transcranial Doppler ultrasound signal classification
Vindas, Yamil, Guepie, Blaise Kevin, Almar, Marilys, Roux, Emmanuel, Delachartre, Philippe
Published in 2023 IEEE International Ultrasonics Symposium (IUS) (03.09.2023)
Published in 2023 IEEE International Ultrasonics Symposium (IUS) (03.09.2023)
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Conference Proceeding
Semi-supervised annotation of Transcranial Doppler ultrasound micro-embolic data
Vindas, Yamil, Roux, Emmanuel, Guepie, Blaise Kevin, Almar, Marilys, Delachartre, Philippe
Published in 2021 IEEE International Ultrasonics Symposium (IUS) (11.09.2021)
Published in 2021 IEEE International Ultrasonics Symposium (IUS) (11.09.2021)
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Conference Proceeding
Systems and methods of monitoring medical implants
Vindas, Yamil, Meléndez, David, Chacón, Manuel, Orozco, Allan, Vindas, Nabil, Chacón Quirós, Juan José
Year of Publication 25.07.2023
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Year of Publication 25.07.2023
Patent
SYSTEMS AND METHODS OF MONITORING MEDICAL IMPLANTS
OROZCO, Allan, CHACÓN QUIRÓS, Juan José, MELÉNDEZ, David, CHACÓN, Manuel, VINDAS, Nabil, VINDAS, Yamil
Year of Publication 09.04.2020
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Year of Publication 09.04.2020
Patent