François Patou

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 11

Top Topics

Landmark Detection

Clustering Ensemble

Reinforcement Learning

Top Venues

Publications

Paula López Diez, Josefine Vilsbøll Sundgaard, Ján Margeta, Khassan Diab, François Patou, Rasmus R. Paulsen
Deep reinforcement learning and convolutional autoencoders for anomaly detection of congenital inner ear malformations in clinical CT images. Comput. Medical Imaging Graph. 113 (2024)
Paula López Diez, Ján Margeta, Khassan Diab, François Patou, Rasmus R. Paulsen
Unsupervised Classification of Congenital Inner Ear Malformations Using DeepDiffusion for Latent Space Representation. MICCAI (5) (2023)
Paula López Diez, Kristine Aavild Juhl, Josefine Vilsbøll Sundgaard, Hassan Diab, Ján Margeta, François Patou, Rasmus R. Paulsen
Deep Reinforcement Learning for Detection of Abnormal Anatomies. NLDL (2022)
Ana-Teodora Radutoiu, François Patou, Ján Margeta, Rasmus R. Paulsen, Paula López Diez
Accurate Localization of Inner Ear Regions of Interests Using Deep Reinforcement Learning. MLMI@MICCAI (2022)
Paula López Diez, Kristine Sørensen, Josefine Vilsbøll Sundgaard, Khassan Diab, Jan Margeta, François Patou, Rasmus R. Paulsen
Deep Reinforcement Learning for Detection of Inner Ear Abnormal Anatomy in Computed Tomography. MICCAI (3) (2022)
Zihao Wang, Clair Vandersteen, Charles Raffaelli, Nicolas Guevara, François Patou, Hervé Delingette
One-Shot Learning for Landmarks Detection. DGM4MICCAI/DALI@MICCAI (2021)
Paula López Diez, Josefine Vilsbøll Sundgaard, François Patou, Jan Margeta, Rasmus Reinhold Paulsen
Facial and Cochlear Nerves Characterization Using Deep Reinforcement Learning for Landmark Detection. MICCAI (4) (2021)
François Patou, Maria Dimaki, Anja M. Maier, Winnie E. Svendsen, Jan Madsen
Model-based systems engineering for life-sciences instrumentation development. Syst. Eng. 22 (2) (2019)
François Patou, Maria Dimaki, Winnie E. Svendsen, Jan Madsen
Model-Based Evaluation of System Scalability: Bandwidth Analysis for Smartphone-Based Biosensing Applications. DSD (2016)
François Patou, Maria Dimaki, Winnie E. Svendsen, Claus Kjægaard, Jan Madsen
Smartphone-based biosensing platform evolution: Implementation of electrochemical analysis capabilities. ISMICT (2016)
François Patou, Maria Dimaki, Winnie E. Svendsen, Klaus Kjægaard, Jan Madsen
A Smart Mobile Lab-on-Chip-Based Medical Diagnostics System Architecture Designed for Evolvability. DSD (2015)