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Dennis Hwang

Kaiser Permanente

18H-index
91Paper Count
1.6KCitation Count
Published Papers 39
Publication Date
0626 Determining the Effect of PAP on Cardiovascular Risk in the Real World: A Target Trial Emulation of the SAVE Trial Using State-Wide Medicare Claims
errSleep
IF4.9
err2026-05-08
err0
PREAI
errLakshmi Aparna Penumatsa; Xing Song; Nancy Stewart; David Gozal; M Brandon Westover; Neils Turley; Nathanael Hwang; Dennis Hwang; Luciano Drager; Diego Mazzotti
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0610 Relationship Between Behavioral Adherence Patterns Derived from Electronic Health Records and Positive Airway Pressure Adherence
errSleep
IF4.9
err2026-05-08
err0
PREAI
errNathanael Hwang; M Brandon Westover; Diego Mazzotti; Robert Thomas; Dennis Hwang; Jiaxiao Shi; Rui Yan; Kendra Becker; Joseph Kim; Monika Mathur; Jessica Yara; Matthew T Klimper; Haoqi Sun
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0616 Relationship of Electronic Health Record Derived Medication Adherence to Positive Airway Pressure Adherence
errSleep
IF4.9
err2026-05-08
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PREAI
errNathanael Hwang; M Brandon Westover; Diego Mazzotti; Dennis Hwang; Robert Thomas; Jiaxiao Shi; Rui Yan; Kendra Becker; Anupamjeet Sekhon; Jessica Yara; Matthew T Klimper; Haoqi Sun
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0509 Applying Machine Learning to Predict Obstructive Sleep Apnea Using Electronic Health Records
errSleep
IF4.9
err2026-05-08
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PREAI
errNathanael Hwang; M Brandon Westover; Diego Mazzotti; Dennis Hwang; Robert Thomas; Jiaxiao Shi; Rui Yan; Kendra Becker; Rosa Woodrum; Jessica Yara; Matthew T Klimper; Haoqi Sun
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Early Identification of Common PAP-Associated Problems: Evaluation of the PAP Issue Stratification Tool (PIST)
errSleep
IF4.9
err2026-05-01
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PREAI
errSawyer, Amy; Min, Jungwon; Yan, Rui; Yara, Jessica; Klimper, Matthew T.; Shi, Jiaxiao; Watach, Alexa; Hwang, Dennis
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Obstructive sleep apnea, positive airway pressure therapy, and COVID-19 outcomes
err2026-04-24
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PREAI
errKlimper, Matthew; Shi, Jiaxiao; Benjafield, Adam V.; Cole, Kate V.; Chen, Aiyu; Chung, Joanie; Arguelles, Jessica; Hwang, Nathanael H.; Becker, Kendra A.; Kim, Joseph B.; Woodrum, Rosa R.; Portugal, Cecilia; Hwang, Olivia H.; Manthena, Prasanth; Hwang, Dennis
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Automated analysis of the American Academy of Sleep Medicine Inter-Scorer-standard dataset
err2025-11-01
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PREAI
errTripathi, Ayush; Nasiri, Samaneh; Ganglberger, Wolfgang; Nassi, Thijs; Meulenbrugge, Erik-Jan; Sun, Haoqi; Stone, Katie L.; Mignot, Emmanuel; Hwang, Dennis; Trotti, Lynn Marie; Reyna, Matthew A.; Clifford, Gari D.; Katwa, Umakanth; Thomas, Robert J.; Westover, M. Brandon
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The Boston Children's Hospital sleep corpus: a collection of 15695 annotated pediatric polysomnograms
errSLEEP
IF4.9
err2025-10-01
err0
PREAI
errTripathi, Ayush; Ganglberger, Wolfgang; Sun, Haoqi; Alcott, Callison; Turley, Niels; Fitzgerald, Rebecca; Mitra, Ayan; Waters, Samuel; Gupta, Arnav; Gupta, Aditya; Ghanta, Manohar; Junior, Valdery Moura; Nasiri, Samaneh; Nearing, Bruce; Stone, Katie L.; Mignot, Emmanuel; Hwang, Dennis; Reyna, Matthew A.; Koscova, Zuzana; Robichaux, Chad; Zhang, Zhiyong; Li, Qiao; Ganjoo, Gauri; Trotti, Lynn Marie; Clifford, Gari D.; Silvers, Christine Tsien; Gunapati, Bharath; Thomas, Robert J.; Westover, M. Brandon; Maski, Kiran; Katwa, Umakanth
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CAISR: achieving human-level performance in automated sleep analysis across all clinical sleep metrics
errSLEEP
IF4.9
err2025-07-01
err2
PREAI
errNasiri, Samaneh; Ganglberger, Wolfgang; Nassi, Thijs; Meulenbrugge, Erik-Jan; Moura Junior, Valdery; Ghanta, Manohar; Gupta, Aditya; Stone, Katie L.; Kjaer, Magnus Ruud; Sum-Ping, Oliver; Mignot, Emmanuel; Hwang, Dennis; Trotti, Lynn Marie; Clifford, Gari D.; Katwa, Umakanth; Sun, Haoqi; Thomas, Robert J.; Westover, M. Brandon
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LEVERAGING LARGE LANGUAGE MODELS TO DEVELOP NATURAL LANGUAGE PROCESSING CODE FOR EXTRACTING SLEEP STUDY DATA
errSLEEP
IF4.9
err2025-05-19
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PREAI
errHwang, Nathanael; Hwang, Dennis; Becker, Kendra; Gratton, Matthew; Jara, Jessica; Kim, Joseph; Klimper, Matthew; Mazzotti, Diego; Sekhon, Anupamjeet; Shi, Jiaxiao; Woodrum, Rosa; Yan, Rui; Westover, M. Brandon
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Evaluating the Impact of Multi-Night Home Sleep Apnea Testing for Obstructive Sleep Apnea Diagnosis
errSLEEP
IF4.9
err2025-05-19
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PREAI
errNygate, Yoav; Wodnicki, Jan; Rusk, Sam; Fernandez, Chris; Hwang, Dennis; Watson, Nathaniel
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Enhancing Cultural and Linguistic Relevance of a PAP Telemanagement Intervention
errSLEEP
IF4.9
err2025-05-19
err0
PREAI
errWatach, Alexa; Saconi, Bruno; Perales-Puchalt, Jaime; Baker, Christina; Mazzotti, Diego; Mora, Jorge; Esparis, Belen; Pulgar, Maria; Borrega, Brenda; Klimper, Matthew; Jara, Jessica; Hwang, Dennis; Sawyer, Amy; Ramirez, Mariana
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CHALLENGING THE 90-DAY CPAP ADHERENCE STANDARD: INSIGHTS INTO DISPARITIES AND HEALTHCARE INEQUITIES
errSLEEP
IF4.9
err2025-05-19
err0
PREAI
errHwang, Dennis; Ayappa, Indu; Billings, Martha; Sawyer, Amy; Yan, Rui; Shi, Jiaxiao; Klimper, Matthew; Jara, Jessica; Hwang, Nathanael; Becker, Kendra; Kim, Joseph; Sekhon, Anupamjeet; Woodrum, Rosa; Patel, Sanjay
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Automated phenotyping of mild cognitive impairment and Alzheimer's disease and related dementias using electronic health records
err2025-04-29
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PREAI
errWei, Ruoqi; Buss, Stephanie S.; Milde, Rebecca; Fernandes, Marta; Sumsion, Daniel; Davis, Elijah; Kong, Wan-Yee; Xiong, Yiwen; Veltink, Jet; Rao, Samvrit; Westover, Tara M.; Petersen, Lydia; Turley, Niels; Singh, Arjun; Das, Sudeshna; Moura Jr, Valdery; Ghanta, Manohar; Gupta, Aditya; Kim, Jennifer; Lam, Alice D.; Stone, Katie L.; Mignot, Emmanuel; Hwang, Dennis; Trotti, Lynn Marie; Clifford, Gari D.; Katwa, Umakanth; Thomas, Robert J.; Mukerji, Shibani; Zafar, Sahar F.; Westover, M. Brandon; Sun, Haoqi
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Long-term Effects of Continuous Positive Airway Pressure on Cardiovascular Outcomes after Acute Myocardial Infarction in Obstructive Sleep Apnea Patients
err2024-11-12
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PREAI
errKhosa, Jaskiran; Adam, Ahmad; Madhwala, Amina; Lin, Jane; Shi, Jiaxiao; Hwang, Dennis; Ren, Jie
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Strengths, weaknesses, opportunities, and threats of using AI-enabled technology in sleep medicine: a commentary
err2024-07-01
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PREAI
errBandyopadhyay, Anuja; Oks, Margarita; Sun, Haoqi; Prasad, Bharati; Rusk, Sam; Jefferson, Felicia; Malkani, Roneil Gopal; Haghayegh, Shahab; Sachdeva, Ramesh; Hwang, Dennis; Agustsson, Jon; Mignot, Emmanuel; Summers, Michael; Fabbri, Daniel; Deak, Maryann; Anastasi, Matthew; Sampson, Andrew; Van Hout, Steve; Seixas, Azizi
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IMPACT OF AREA SOCIOECONOMIC DEPRIVATION AND DEMOGRAPHIC VARIABLES ON MACHINE LEARNING MODELS FOR OSA TREATMENT
errSLEEP
IF4.9
err2024-04-20
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PREAI
errGreider, Montana; Fernandez, Chris; Rusk, Sam; Nygate, Yoav; Richardson, Dana; Hutchinson, Brian; Bartholow, Tim; Arguelles, Jessica; Klimper, Matthew; Hwang, Dennis; Watson, Nathaniel; Wickwire, Emerson
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Association Between Positive Airway Pressure Adherence and Health Care Costs Among Individuals With OSA
errCHEST
IF8.6
err2023-06-01
err7
PREAI
errAn, Jaejin; Glick, Henry A.; Sawyer, Amy M.; Arguelles, Jessica; Bae, Charles J.; Keenan, Brendan T.; Kuna, Samuel T.; Maislin, Greg; Mazzotti, Diego R.; Pack, Allan I.; Shi, Jiaxiao M.; Watach, Alexa J.; Hwang, Dennis
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SLEEP ARCHITECTURE ASSOCIATIONS WITH BRAIN AGE: A MULTI-SITE MODEL VALIDATION
errSLEEP
IF4.9
err2023-05-29
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errOAAI
errVanasse, Thomas J.; Rusk, Samuel; Nygate, Yoav; Fernandez, Chris; Shi, Jiaxiao M.; Arguelles, Jessica; Klimper, Matthew T.; Wickwire, Emerson; Watson, Nathaniel F.; Hwang, Dennis
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A population health approach to insomnia using internet-based cognitive behavioral therapy for insomnia
err2021-08-01
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errOAAI
errDerose, Stephen F.; Rozema, Emily; Chen, Aiyu; Shen, Ernest; Hwang, Dennis; Manthena, Prasanth
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