imeds/kneel
Updated • 2
AI & ML interests
AI for medicine
epanfilove
updated a
model almost 2 years ago
lext
authored 13
papers almost 2 years ago
Image-level Regression for Uncertainty-aware Retinal Image Segmentation
Paper • 2405.16815 • Published
SiNGR: Brain Tumor Segmentation via Signed Normalized Geodesic Transform Regression
Paper • 2405.16813 • Published
End-To-End Prediction of Knee Osteoarthritis Progression With Multi-Modal Transformers
Paper • 2307.00873 • Published
A Stronger Baseline For Automatic Pfirrmann Grading Of Lumbar Spine MRI Using Deep Learning
Paper • 2210.14597 • Published
Predicting Knee Osteoarthritis Progression from Structural MRI using Deep Learning
Paper • 2201.10849 • Published
CLIMAT: Clinically-Inspired Multi-Agent Transformers for Knee Osteoarthritis Trajectory Forecasting
Paper • 2104.03642 • Published • 1
Critical Evaluation of Deep Neural Networks for Wrist Fracture Detection
Paper • 2012.02577 • Published
KNEEL: Knee Anatomical Landmark Localization Using Hourglass Networks
Paper • 1907.12237 • Published
Semixup: In- and Out-of-Manifold Regularization for Deep Semi-Supervised Knee Osteoarthritis Severity Grading from Plain Radiographs
Paper • 2003.01944 • Published
Greedy Bayesian Posterior Approximation with Deep Ensembles
Paper • 2105.14275 • Published
Clinically-Inspired Multi-Agent Transformers for Disease Trajectory Forecasting from Multimodal Data
Paper • 2210.13889 • Published • 1
Beyond Classification: Definition and Density-based Estimation of Calibration in Object Detection
Paper • 2312.06645 • Published
Active Sensing of Knee Osteoarthritis Progression with Reinforcement Learning
Paper • 2408.02349 • Published • 1