Application of Supervised Machine Learning to Recognize Competent Level and Mixed Antinuclear Antibody Patterns Based on ICAP International Consensus.

Yi-Da Wu Ruey-Kai SheuChih-Wei ChungYen-Ching WuChiao-Chi OuChien-Wen HsiaoHuang-Chen ChangYing-Chieh HuangYi Ming ChenWin-Tsung LoLun-Chi ChenChien-Chung HuangTsu-Yi HsiehWen-Nan HuangTsai-Hung YenYun-Wen ChenChia-Yu ChenYi-Hsing Chen

Published in: Diagnostics (Basel, Switzerland) (2021)

This study demonstrated that the developed model could reach an excellent agreement with experienced human readers using machine learning methods.

Keyphrases

machine learning
endothelial cells
artificial intelligence
big data
deep learning
induced pluripotent stem cells