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Phenotypic subtypes of fibrotic hypersensitivity pneumonitis identified by machine learning consensus clustering analysis
Petnak, Tananchai, Cheungpasitporn, Wisit, Thongprayoon, Charat, Sodsri, Tulaton, Tangpanithandee, Supawit, Moua, Teng
Published in Respiratory research (18.01.2024)
Published in Respiratory research (18.01.2024)
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Journal Article
Machine learning methods for adult OSAHS risk prediction
Ge, Shanshan, Wu, Kainan, Li, Shuhui, Li, Ruiling, Yang, Caizheng
Published in BMC health services research (05.06.2024)
Published in BMC health services research (05.06.2024)
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Journal Article
Using heart rate profiles during sleep as a biomarker of depression
Saad, Mysa, Ray, Laura B., Bujaki, Brad, Parvaresh, Amir, Palamarchuk, Iryna, De Koninck, Joseph, Douglass, Alan, Lee, Elliott K., Soucy, Louis J., Fogel, Stuart, Morin, Charles M., Bastien, Célyne, Merali, Zul, Robillard, Rébecca
Published in BMC psychiatry (07.06.2019)
Published in BMC psychiatry (07.06.2019)
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Journal Article
Prediction of Sleep Apnea Using EEG Signals and Machine Learning Algorithms
Onargan, Aysu, Gavcar, Busra, Caliskan, Gulizar, Akan, Aydin
Published in Medical Technologies National Congress (Online) (04.11.2021)
Published in Medical Technologies National Congress (Online) (04.11.2021)
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Conference Proceeding
Machine learning model based on survey assessment of sleep quality in chronic obstructive pulmonary disease patients
Öz, Miraç, Gülbay, Banu Eriş, Bulut, Barış, Aydınlı, Elif Akıncı, Kaya, Aslıhan Gürün, Yıldız, Öznur, Acıcan, Turan, Saryal, Sevgi
Published in PloS one (21.05.2025)
Published in PloS one (21.05.2025)
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Journal Article
The application of deep learning in electrocardiogram: Where we came from and where we should go?
Sun, Jin-Yu, Shen, Hui, Qu, Qiang, Sun, Wei, Kong, Xiang-Qing
Published in International journal of cardiology (15.08.2021)
Published in International journal of cardiology (15.08.2021)
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Journal Article
SelANet: decision-assisting selective sleep apnea detection based on confidence score
Bark, Beomjun, Nam, Borum, Kim, In Young
Published in BMC medical informatics and decision making (21.09.2023)
Published in BMC medical informatics and decision making (21.09.2023)
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Journal Article
The Discovery, Validation, and Function of Hypoxia-Related Gene Biomarkers for Obstructive Sleep Apnea
Wu, Xiaofeng, Pan, Zhou, Liu, Wei, Zha, Shiqian, Song, Yan, Zhang, Qingfeng, Hu, Ke
Published in Frontiers in medicine (17.03.2022)
Published in Frontiers in medicine (17.03.2022)
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Journal Article
Machine Learning-Based Automatic Detection of Central Sleep Apnea Events From a Pressure Sensitive Mat
Azimi, Hilda, Xi, Pengcheng, Bouchard, Martin, Goubran, Rafik, Knoefel, Frank
Published in IEEE access (01.01.2020)
Published in IEEE access (01.01.2020)
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Journal Article
Clinical Characterization of Patients with Syncope of Unclear Cause Using Unsupervised Machine-Learning Tools: A Pilot Study
Muñoz-Martínez, María-José, Casal-Guisande, Manuel, Torres-Durán, María, Sopeña, Bernardo, Fernández-Villar, Alberto
Published in Applied sciences (01.07.2025)
Published in Applied sciences (01.07.2025)
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Journal Article
Diagnosis of obstructive sleep apnea with prediction of flow characteristics according to airway morphology automatically extracted from medical images: Computational fluid dynamics and artificial intelligence approach
Ryu, Susie, Kim, Jun Hong, Yu, Heejin, Jung, Hwi-Dong, Chang, Suk Won, Park, Jeong Jin, Hong, Soonhyuk, Cho, Hyung-Ju, Choi, Yoon Jeong, Choi, Jongeun, Lee, Joon Sang
Published in Computer methods and programs in biomedicine (01.09.2021)
Published in Computer methods and programs in biomedicine (01.09.2021)
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Journal Article