U-Sleep: resilient high-frequency sleep staging

Mathias Perslev, Sune Darkner, Lykke Kempfner, +3

npj Digital Medicine

Sleep MedicineSleepSleep DisordersEngineeringMachine Learning +13

Recurrence of arrhythmia following short-term oral AMIOdarone after CATheter ablation for atrial fibrillation: a double-blind, randomized, placebo-controlled study (AMIO-CAT trial)

Sune Darkner, X. Chen, Jim Hansen, +4

European Heart Journal

U-Time: A Fully Convolutional Network for Time Series Segmentation\n Applied to Sleep Staging

Mathias Perslev, Michael Hejselbak Jensen, Sune Darkner, +2

arXiv (Cornell University)

The Minimal Energetic Requirement of Sustained Awareness after Brain Injury

Johan Stender, Kristian Nygaard Mortensen, Aurore Thibaut, +4

Current Biology

Cognitive RehabilitationNeurorehabilitationNeuropsychologyNeurophysiologyMedicine +10

Safety and Efficacy of Mesenchymal Stem Cells for Radiation-Induced Xerostomia: A Randomized, Placebo-Controlled Phase 1/2 Trial (MESRIX)

Christian Grønhøj, David Hebbelstrup Jensen, Peter Vester‐Glowinski, +14

International Journal of Radiation Oncology*Biology*Physics

Regenerative MedicineMesenchymal Stem CellsRadiation EffectsRadiation MedicineRadiation Therapy +13

First-in-man mesenchymal stem cells for radiation-induced xerostomia (MESRIX): study protocol for a randomized controlled trial

Christian Grønhøj, David Hebbelstrup Jensen, Peter V. Glovinski, +9

Trials

Pseudo-Label Guided Image Synthesis for Semi-Supervised COVID-19 Pneumonia Infection Segmentation

Fei Lyu, Mang Ye, Jonathan Frederik Carlsen, +3

IEEE Transactions on Medical Imaging

Structured PredictionMedical Image SegmentationEngineeringMachine LearningImage Analysis +21

U-Time: A Fully Convolutional Network for Time Series Segmentation Applied to Sleep Staging

Mathias Perslev, Michael Hejselbak Jensen, Sune Darkner, +2

arXiv (Cornell University)

Convolutional Neural NetworkEngineeringMachine LearningAutoencodersRecurrent Models +17

Revisiting Transformer-based Models for Long Document Classification

Xiang Dai, Ilias Chalkidis, Sune Darkner, +1

Structured PredictionLlm Fine-tuningEngineeringMachine LearningVanilla Transformers +19

An Active Illumination and Appearance (AIA) Model for Face Alignment

Fatih Kahraman, Muhittin Gökmen, Sune Darkner, +1

Active IlluminationFace DetectionFacial Recognition SystemMachine VisionImage Analysis +11