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AI in Dentistry: OMG, Machine Learning that links TMD and OSA

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Manage episode 444599859 series 3605861
Kandungan disediakan oleh Brian Carter. Semua kandungan podcast termasuk episod, grafik dan perihalan podcast dimuat naik dan disediakan terus oleh Brian Carter atau rakan kongsi platform podcast mereka. Jika anda percaya seseorang menggunakan karya berhak cipta anda tanpa kebenaran anda, anda boleh mengikuti proses yang digariskan di sini https://ms.player.fm/legal.

This research paper explores the link between temporomandibular disorder (TMD) and obstructive sleep apnea (OSA). The authors created a machine learning algorithm to predict the presence of OSA in TMD patients using multimodal data, including clinical characteristics, portable polysomnography, X-ray, and MRI. Their model achieved high accuracy, with an area under the curve (AUC) score of 1.00 when MRI data was included. This model could benefit TMD specialists, general dentists, and other medical professionals by improving the diagnosis and management of OSA in TMD patients.

Read more: https://www.nature.com/articles/s41598-024-70432-4

  continue reading

71 episod

Artwork
iconKongsi
 
Manage episode 444599859 series 3605861
Kandungan disediakan oleh Brian Carter. Semua kandungan podcast termasuk episod, grafik dan perihalan podcast dimuat naik dan disediakan terus oleh Brian Carter atau rakan kongsi platform podcast mereka. Jika anda percaya seseorang menggunakan karya berhak cipta anda tanpa kebenaran anda, anda boleh mengikuti proses yang digariskan di sini https://ms.player.fm/legal.

This research paper explores the link between temporomandibular disorder (TMD) and obstructive sleep apnea (OSA). The authors created a machine learning algorithm to predict the presence of OSA in TMD patients using multimodal data, including clinical characteristics, portable polysomnography, X-ray, and MRI. Their model achieved high accuracy, with an area under the curve (AUC) score of 1.00 when MRI data was included. This model could benefit TMD specialists, general dentists, and other medical professionals by improving the diagnosis and management of OSA in TMD patients.

Read more: https://www.nature.com/articles/s41598-024-70432-4

  continue reading

71 episod

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