| Next: A system for real-world development, evaluation, and application of active learning KG Jamieson, L Jain, C Fernandez, NJ Glattard, R Nowak Advances in neural information processing systems 28, 2015 | 81 | 2015 |
| Sleep Apnea: A Review of Diagnostic Sensors, Algorithms, and Therapies M Shokoueinejad, C Fernandez, E Carroll, F Wang, J Levin, S Rusk, ... Physiological measurement 38 (9), R204, 2017 | 79 | 2017 |
| Artificial intelligence and sleep: Advancing sleep medicine NF Watson, CR Fernandez Sleep medicine reviews 59, 101512, 2021 | 43 | 2021 |
| EEG-Based Deep Neural Network Model for Brain Age Prediction and Its Association with Patient Health Conditions Y Nygate, S Rusk, C Fernandez, N Glattard, J Arguelles, J Shi, D Hwang, ... Sleep 44 (Supplement_2), A214-A214, 2021 | 8* | 2021 |
| The art of quietly making noise: Orchestrating the integration of behavioral healthcare into a multispecialty medical group. JH Nymberg, JW Selby, CR Fernandez, DL Grimsley Families, Systems, & Health 18 (1), 105, 2000 | 7 | 2000 |
| Computational Phenotyping In Polysomnography: Using Interpretable Physiology-Based Machine Learning Models To Predict Health Outcomes C Fernandez, S Rusk, N Glattard, M Shokoueinejad Journal of Sleep and Sleep Disorders Research 40 (suppl_1), A26-A26, 2017 | 5 | 2017 |
| A Modeling Study on Inspired CO2 Rebreathing Device for Sleep Apnea Treatment by Means of CFD Analysis and Experiment M Shokoueinejad, A Pazouki, J Levin, F Wang, C Fernandez, S Rusk, ... Journal of Medical and Biological Engineering 37 (2), 288-297, 2017 | 5 | 2017 |
| Artificial Intelligence to Aid in Diagnosis of Type I Narcolepsy Y Nygate, S Rusk, C Fernandez, Z Winzurk, E Wickwire, E Mignot, ... Sleep 46 (Supplement_1), A252-A252, 2023 | 2 | 2023 |
| Evaluation of electronic medical record artificial intelligence screening tools for undiagnosed OSA S Rusk, Y Nygate, F Turkington, C Fernandez, N Glattard, N Watson Sleep 44, A167-A168, 2021 | 2 | 2021 |
| Clinical Validation of AI Scoring in Adult and Pediatric Clinical PSG Samples Compared to Prospective, Double-Blind Scoring Panel C Fernandez, S Rusk, N Glattard, Y Nygate, F Turkington, N Watson Sleep 44 (Supplement_2), A161-A161, 2021 | 2 | 2021 |
| Using Novel EEG Phenotypes and Artificial Intelligence to Estimate OSA Severity C Fernandez, S Rusk, N Glattard, D Piper, J Solis, B Hensen, N Orr, ... Sleep 42 (Supplement_1), A375-A375, 2019 | 2 | 2019 |
| A Cross-Validation Approach to Inter-scorer Reliability Assessment C Fernandez, S Rusk, N Glattard, B Hensen, M Shokoueinejad, S Creado, ... Sleep 41 (suppl_1), A122-A123, 2018 | 2 | 2018 |
| POGO: Pulse Oximetry, On the Go C Fernandez, O Rice, R Sufi, N Glattard Department of Biomedical Engineering, University of Wisconsin-Madison …, 2013 | 2* | 2013 |
| Use of Artificial Intelligence for Early Characterization of Patients with RBD/RWA J Herdegen, J Cataline, Y Nygate, J Gu, N Witek, C Fernandez, N Watson Sleep 46 (Supplement_1), A396-A396, 2023 | 1 | 2023 |
| Deep Learning to Predict PAP Adherence in Obstructive Sleep Apnea S Rusk, Y Nygate, C Fernandez, JM Shi, J Arguelles, MT Klimper, ... Sleep 46 (Supplement_1), A206-A206, 2023 | 1 | 2023 |
| Impact of OSA Therapy on Healthcare Economics: Actuarial Analysis of OSA Prevalence, Therapy Adherence, Co-morbidity, and Costs in a Large CMS Population Cohort C Fernandez, S Rusk, N Glattard, F Turkington, Y Nygate, M Kaiser, ... Sleep 45 (Supplement_1), A31-A32, 2022 | 1 | 2022 |
| Dynamic Phenotype Learning: A Novel Machine Learning Approach To Develop And Discover New OSA Sub-Types C Fernandez, S Rusk, Y Nygate, N Glattard, J Arguelles, J Shi, D Hwang Sleep 44 (Supplement_2), A162-A163, 2021 | 1 | 2021 |
| Redefining Positive Airway Pressure Adherence Phenotypes Utilizing Deep Neural Networks and Unsupervised Clustering Y Nygate, S Rusk, C Fernandez, N Glattard, N Watson, W Hevener, ... Sleep 44 (Supplement_2), A182-A182, 2021 | 1 | 2021 |
| Clinical Validation of AI Analysis of Photoplethysmogram (PPG) Based Sleep-Wake Staging, Total Sleep Time, and Respiratory Rate N Watson, C Fernandez, S Rusk, Y Nygate, F Turkington, J Mortara Sleep 44 (Supplement_2), A168-A169, 2021 | 1 | 2021 |
| Using AI To Predict Future CPAP Adherence and the Impact of Behavioral and Technical Interventions W Hevener, B Beine, J Woodruff, D Munafo, C Fernandez, S Rusk, ... Sleep 43 (Supplement_1), A243-A243, 2020 | 1 | 2020 |