Concepedia

Agata Mosinska

AM

10

Publications

534

Citations

10

H-Index

2017

Active since

Affiliations

École Polytechnique Fédérale de Lausanne(Current)

University of Lausanne

Fondation Asile des Aveugles

Agata Mosinska is an author at École Polytechnique Fédérale de Lausanne specializing in engineering, computational geometry, and deep learning.

Top concepts

EngineeringDeep LearningImage AnalysisComputer VisionComputer ScienceComputational GeometryMachine VisionMachine LearningNatural SciencesGeometry Modeling

Publications per year

2017–2023

10

Publications

10

Beyond the Pixel-Wise Loss for Topology-Aware Delineation

Agata Mosinska, Pablo Márquez-Neila, Mateusz Koziński et al. · 2018 · 245 citations · Full text

Refinement Pipeline, Geometric Learning, Convolutional Neural Network +21

Machine Learning Can Predict Anti–VEGF Treatment Demand in a Treat-and-Extend Regimen for Patients with Neovascular AMD, DME, and RVO Associated Macular Edema

Mathias Gallardo, Marion R. Munk, Thomas Kurmann et al. · Ophthalmology Retina · 2021 · 81 citations · Full text

Automated Quantification of Pathological Fluids in Neovascular Age-Related Macular Degeneration, and Its Repeatability Using Deep Learning

Irmela Mantel, Agata Mosinska, Ciara Bergin et al. · Translational Vision Science & Technology · 2021 · 48 citations · Full text

Joint Segmentation and Path Classification of Curvilinear Structures

Agata Mosinska, Mateusz Koziński, Pascal Fua · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2019 · 39 citations · Full text

Geometric Learning, Convolutional Neural Network, Engineering +24

Fully-automated atrophy segmentation in dry age-related macular degeneration in optical coherence tomography

Yasmine Derradji, Agata Mosinska, Stefanos Apostolopoulos et al. · Scientific Reports · 2021 · 29 citations · Full text

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