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Quantifying sleep wake rhythms in the hospital environment with digital technologies.

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Title: Quantifying sleep wake rhythms in the hospital environment with digital technologies.
Authors: Skarke C; Institute for Translational Medicine and Therapeutics (ITMAT), University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA. cskarke@pennmedicine.upenn.edu.; Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA. cskarke@pennmedicine.upenn.edu.; Chronobiology & Sleep Institute (CSI), University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA. cskarke@pennmedicine.upenn.edu., El Jamal N; Institute for Translational Medicine and Therapeutics (ITMAT), University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA., Genuardi MV; Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA., Brooks TG; Institute for Translational Medicine and Therapeutics (ITMAT), University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA., Mrčela A; Institute for Translational Medicine and Therapeutics (ITMAT), University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA., Lahens NF; Institute for Translational Medicine and Therapeutics (ITMAT), University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA., Cordoza M; School of Nursing, Vanderbilt University, Nashville, TN, USA., Sarles S; Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA., Mbadugha A; Institute for Translational Medicine and Therapeutics (ITMAT), University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA., Karunamuni DR; Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA., Gupta S; Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA., Bae CJ; Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA., Sehgal A; Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA.; Chronobiology & Sleep Institute (CSI), University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA., Cappola TP; Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA., Gutsche JT; Department of Anesthesiology and Critical Care, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA., Atluri P; Department of Surgery, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA.; Department of Cardiac Surgery, Thomas Jefferson University, Philadelphia, PA, USA., Desai ND; Department of Surgery, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA., Acker MA; Department of Surgery, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA., Grant GR; Institute for Translational Medicine and Therapeutics (ITMAT), University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA.; Department of Genetics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA., Schwab RJ; Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA.; Division of Sleep Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA., Rosen IM; Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA., FitzGerald GA; Institute for Translational Medicine and Therapeutics (ITMAT), University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA. garret@upenn.edu.; Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA. garret@upenn.edu.
Source: NPJ digital medicine [NPJ Digit Med] 2026 Apr 21; Vol. 9 (1). Date of Electronic Publication: 2026 Apr 21.
Publication Type: Journal Article
Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101731738 Publication Model: Electronic Cited Medium: Internet ISSN: 2398-6352 (Electronic) Linking ISSN: 23986352 NLM ISO Abbreviation: NPJ Digit Med Subsets: PubMed not MEDLINE
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  Data: <searchLink fieldCode="AU" term="%22Skarke+C%22">Skarke C</searchLink>; Institute for Translational Medicine and Therapeutics (ITMAT), University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA. cskarke@pennmedicine.upenn.edu.; Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA. cskarke@pennmedicine.upenn.edu.; Chronobiology & Sleep Institute (CSI), University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA. cskarke@pennmedicine.upenn.edu.<br /><searchLink fieldCode="AU" term="%22El+Jamal+N%22">El Jamal N</searchLink>; Institute for Translational Medicine and Therapeutics (ITMAT), University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA.<br /><searchLink fieldCode="AU" term="%22Genuardi+MV%22">Genuardi MV</searchLink>; Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA.<br /><searchLink fieldCode="AU" term="%22Brooks+TG%22">Brooks TG</searchLink>; Institute for Translational Medicine and Therapeutics (ITMAT), University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA.<br /><searchLink fieldCode="AU" term="%22Mrčela+A%22">Mrčela A</searchLink>; Institute for Translational Medicine and Therapeutics (ITMAT), University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA.<br /><searchLink fieldCode="AU" term="%22Lahens+NF%22">Lahens NF</searchLink>; Institute for Translational Medicine and Therapeutics (ITMAT), University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA.<br /><searchLink fieldCode="AU" term="%22Cordoza+M%22">Cordoza M</searchLink>; School of Nursing, Vanderbilt University, Nashville, TN, USA.<br /><searchLink fieldCode="AU" term="%22Sarles+S%22">Sarles S</searchLink>; Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA.<br /><searchLink fieldCode="AU" term="%22Mbadugha+A%22">Mbadugha A</searchLink>; Institute for Translational Medicine and Therapeutics (ITMAT), University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA.<br /><searchLink fieldCode="AU" term="%22Karunamuni+DR%22">Karunamuni DR</searchLink>; Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA.<br /><searchLink fieldCode="AU" term="%22Gupta+S%22">Gupta S</searchLink>; Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA.<br /><searchLink fieldCode="AU" term="%22Bae+CJ%22">Bae CJ</searchLink>; Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA.<br /><searchLink fieldCode="AU" term="%22Sehgal+A%22">Sehgal A</searchLink>; Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA.; Chronobiology & Sleep Institute (CSI), University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA.<br /><searchLink fieldCode="AU" term="%22Cappola+TP%22">Cappola TP</searchLink>; Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA.<br /><searchLink fieldCode="AU" term="%22Gutsche+JT%22">Gutsche JT</searchLink>; Department of Anesthesiology and Critical Care, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA.<br /><searchLink fieldCode="AU" term="%22Atluri+P%22">Atluri P</searchLink>; Department of Surgery, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA.; Department of Cardiac Surgery, Thomas Jefferson University, Philadelphia, PA, USA.<br /><searchLink fieldCode="AU" term="%22Desai+ND%22">Desai ND</searchLink>; Department of Surgery, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA.<br /><searchLink fieldCode="AU" term="%22Acker+MA%22">Acker MA</searchLink>; Department of Surgery, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA.<br /><searchLink fieldCode="AU" term="%22Grant+GR%22">Grant GR</searchLink>; Institute for Translational Medicine and Therapeutics (ITMAT), University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA.; Department of Genetics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA.<br /><searchLink fieldCode="AU" term="%22Schwab+RJ%22">Schwab RJ</searchLink>; Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA.; Division of Sleep Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA.<br /><searchLink fieldCode="AU" term="%22Rosen+IM%22">Rosen IM</searchLink>; Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA.<br /><searchLink fieldCode="AU" term="%22FitzGerald+GA%22">FitzGerald GA</searchLink>; Institute for Translational Medicine and Therapeutics (ITMAT), University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA. garret@upenn.edu.; Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA. garret@upenn.edu.
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