Cindy Greenberg, Pamela Luna, Gretchen Simmons, Marian Huhman, Sarah Merkle, Leah Robin, Dana Keener
Follow-up of an elementary school intervention for asthma management: do gains last into middle school?
The Journal of asthma : official journal of the Association for the Care of Asthma
study focuses artificial intelligence aiassisted analysis alveolar bone periodontitis mouse model aim create automatic deeplearning segmentation model enables researchers easily examine alveolar bone microcomputed tomography ct data without needing prior machine learning knowledge ligatureinduced experimental periodontitis produced placing smalldiameter silk sling ligature around left maxillary second molar 4 7 9 14 days maxillary bone harvested processed ct scanner ct45 scanco using dragonfly v20213 developed 3d deep learning model based unet ai deep learning engine segmenting materials complex images measure alveolar bone volume bv bone mineral density bmd excluding teeth measurements model generates 3d segmentation output selected region interest 98 accuracy different formats ct data bv ligature side gradually decreased 087 mm3 050 mm3 day 9 increased 063 mm3 day 14 ligature side lost 46 bmd day 4 96 day 7 177 day 9 211 day 14 study developed ai model downloaded easily applied allowing researchers assess metrics including bv bmd trabecular bone thickness excluding teeth measurements mouse alveolar bone work offers innovative userfriendly automatic segmentation model fast accurate reliable demonstrating new potential uses artificial intelligence ai dentistry great potential diagnosing treating prognosis oral diseases