Noémi Cantin, Janie Hubert
A description of teachers' approach to handwriting instruction in primary schools
Canadian journal of occupational therapy. Revue canadienne d'ergotherapie
rotors regions spiral wave reentry cardiac tissues considered drivers atrial fibrillation af common arrhythmia whereas physicsbased approaches widely deployed detect rotors indepth knowledge cardiac physiology electrogram interpretation skills typically needed recent leap forward smart sensing data acquisition artificial intelligence ai offered unprecedented opportunity transform diagnosis treatment cardiac ailment including af study aims develop imagedecompositionenhanced deep learning framework automatic identification rotor cores simulation optical mapping data adopt ensemble empirical mode decomposition algorithm eemd decompose original image representative component fed youonlylookonce yolo objectdetection architecture rotor detection simulation data bidomain simulation model optical mapping acquired isolated rabbit hearts used training validation integrated eemdyolo model achieves high accuracy simulation optical mapping data precision 972 968 recall 938 922 f1 score 955 944 respectively proposed eemdyolo yields comparable accuracy rotor detection gold standard literature