Yamil Vindas

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 5

Top Topics

Quantization Noise

Grey Level Co Occurrence Matrix

High Signal To Noise Ratio

Classification Models

Top Venues

Pattern Recognit.

Medical Image Anal.

Publications

Yamil Vindas, Blaise Kévin Guépié, Marilys Almar, Emmanuel Roux, Philippe Delachartre
Trainable pruned ternary quantization for medical signal classification models. Neurocomputing 601 (2024)
Yamil Vindas, Emmanuel Roux, Blaise Kévin Guépié, Marilys Almar, Philippe Delachartre
Deep Embedded Clustering Regularization for Supervised Imbalanced Cerebral Emboli Classification Using Transcranial Doppler Ultrasound. EUSIPCO (2023)
Yamil Vindas, Emmanuel Roux, Blaise Kévin Guépié, Marilys Almar, Philippe Delachartre
Guided deep embedded clustering regularization for multifeature medical signal classification. Pattern Recognit. 143 (2023)
Yamil Vindas, Blaise Kévin Guépié, Marilys Almar, Emmanuel Roux, Philippe Delachartre
Semi-automatic data annotation based on feature-space projection and local quality metrics: An application to cerebral emboli characterization. Medical Image Anal. 79 (2022)
Yamil Vindas, Blaise Kévin Guépié, Marilys Almar, Emmanuel Roux, Philippe Delachartre
An hybrid CNN-Transformer model based on multi-feature extraction and attention fusion mechanism for cerebral emboli classification. MLHC (2022)