Marilys Almar

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 7

Top Topics

Quality Metrics

Unsupervised Classification

Feature Extraction

Top Venues

Pattern Recognit.

IEEE J. Biomed. Health Informatics

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)
Blaise Kevin Guepie, Matthieu Martin, Victor Lacrosaz, Marilys Almar, Benoit Guibert, Philippe Delachartre
Sequential Emboli Detection From Ultrasound Outpatient Data. IEEE J. Biomed. Health Informatics 23 (1) (2019)
Blaise Kevin Guepie, Bruno Sciolla, Fabien Millioz, Marilys Almar, Philippe Delachartre
Discrimination between emboli and artifacts for outpatient transcranial Doppler ultrasound data. Medical Biol. Eng. Comput. 55 (10) (2017)
Blaise Kevin Guepie, Bruno Sciolla, Fabien Millioz, Romain Ramassamy, Emilie Pinatel, Marilys Almar, Benoit Guibert, Philippe Delachartre
Time-frequency blood flow parameters estimation for micro-emboli detection. ISPA (2015)