Aleksei Tiulpin

Image-level Regression for Uncertainty-aware Retinal Image Segmentation

arXiv 2024

SiNGR: Brain Tumor Segmentation via Signed Normalized Geodesic Transform Regression

arXiv 2024

Beyond Classification: Definition and Density-based Estimation of Calibration in Object Detection

arXiv 2023

End-To-End Prediction of Knee Osteoarthritis Progression With Multi-Modal Transformers

arXiv 2023

Clinically-Inspired Multi-Agent Transformers for Disease Trajectory Forecasting from Multimodal Data

arXiv 2022

Predicting Knee Osteoarthritis Progression from Structural MRI using Deep Learning

arXiv 2022

Greedy Bayesian Posterior Approximation with Deep Ensembles

greedy-bayesian-posterior-approximation-with-1

CLIMAT: Clinically-Inspired Multi-Agent Transformers for Knee Osteoarthritis Trajectory Forecasting

arXiv 2021

Semixup: In- and Out-of-Manifold Regularization for Deep Semi-Supervised Knee Osteoarthritis Severity Grading from Plain Radiographs

semixup-in-and-out-of-manifold-regularization

Critical Evaluation of Deep Neural Networks for Wrist Fracture Detection

arXiv 2020

KNEEL: Knee Anatomical Landmark Localization Using Hourglass Networks

arXiv 2019

Simo Saarakkala

Huy Hoang Nguyen

Matthew B. Blaschko

Egor Panfilov

Miika T. Nieminen

Trung Dang

Abu Mohammed Raisuddin

Arttu Niemensivu

Elias Vaattovaara

Elina Järvenpää