Extracting seizure frequency from epilepsy clinic notes: a machine reading approach to natural language processing.

Autor: Xie K; Department of Bioengineering, School of Engineering and Applied Sciences, University of Pennsylvania, Philadelphia, Pennsylvania, USA.; Center for Neuroengineering and Therapeutics, University of Pennsylvania, Philadelphia, Pennsylvania, USA., Gallagher RS; Center for Neuroengineering and Therapeutics, University of Pennsylvania, Philadelphia, Pennsylvania, USA.; Department of Neurology, Penn Epilepsy Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA., Conrad EC; Department of Neurology, Penn Epilepsy Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA., Garrick CO; Center for Neuroengineering and Therapeutics, University of Pennsylvania, Philadelphia, Pennsylvania, USA., Baldassano SN; Department of Bioengineering, School of Engineering and Applied Sciences, University of Pennsylvania, Philadelphia, Pennsylvania, USA.; Center for Neuroengineering and Therapeutics, University of Pennsylvania, Philadelphia, Pennsylvania, USA., Bernabei JM; Department of Bioengineering, School of Engineering and Applied Sciences, University of Pennsylvania, Philadelphia, Pennsylvania, USA.; Center for Neuroengineering and Therapeutics, University of Pennsylvania, Philadelphia, Pennsylvania, USA., Galer PD; Department of Bioengineering, School of Engineering and Applied Sciences, University of Pennsylvania, Philadelphia, Pennsylvania, USA.; Center for Neuroengineering and Therapeutics, University of Pennsylvania, Philadelphia, Pennsylvania, USA.; Department of Biomedical and Health Informatics, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA., Ghosn NJ; Department of Bioengineering, School of Engineering and Applied Sciences, University of Pennsylvania, Philadelphia, Pennsylvania, USA.; Center for Neuroengineering and Therapeutics, University of Pennsylvania, Philadelphia, Pennsylvania, USA., Greenblatt AS; Department of Neurology, Penn Epilepsy Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA., Jennings T; Department of Neurology, Penn Epilepsy Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA., Kornspun A; Department of Neurology, Penn Epilepsy Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA., Kulick-Soper CV; Department of Neurology, Penn Epilepsy Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA., Panchal JM; Department of Bioengineering, School of Engineering and Applied Sciences, University of Pennsylvania, Philadelphia, Pennsylvania, USA.; Center for Neuroengineering and Therapeutics, University of Pennsylvania, Philadelphia, Pennsylvania, USA.; The General Robotics, Automation, Sensing and Perception Laboratory, School of Engineering and Applied Sciences, University of Pennsylvania, Philadelphia, Pennsylvania, USA., Pattnaik AR; Department of Bioengineering, School of Engineering and Applied Sciences, University of Pennsylvania, Philadelphia, Pennsylvania, USA.; Center for Neuroengineering and Therapeutics, University of Pennsylvania, Philadelphia, Pennsylvania, USA., Scheid BH; Department of Bioengineering, School of Engineering and Applied Sciences, University of Pennsylvania, Philadelphia, Pennsylvania, USA.; Center for Neuroengineering and Therapeutics, University of Pennsylvania, Philadelphia, Pennsylvania, USA., Wei D; Department of Neurology, Penn Epilepsy Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA., Weitzman M; Department of Electrical and Systems Engineering, School of Engineering and Applied Sciences, University of Pennsylvania, Philadelphia, Pennsylvania, USA., Muthukrishnan R; Department of Computer and Information Science, School of Engineering and Applied Sciences, University of Pennsylvania, Philadelphia, Pennsylvania, USA., Kim J; Department of Computer and Information Science, School of Engineering and Applied Sciences, University of Pennsylvania, Philadelphia, Pennsylvania, USA., Litt B; Department of Bioengineering, School of Engineering and Applied Sciences, University of Pennsylvania, Philadelphia, Pennsylvania, USA.; Center for Neuroengineering and Therapeutics, University of Pennsylvania, Philadelphia, Pennsylvania, USA.; Department of Neurology, Penn Epilepsy Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA., Ellis CA; Center for Neuroengineering and Therapeutics, University of Pennsylvania, Philadelphia, Pennsylvania, USA.; Department of Neurology, Penn Epilepsy Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA., Roth D; Department of Computer and Information Science, School of Engineering and Applied Sciences, University of Pennsylvania, Philadelphia, Pennsylvania, USA.

Publikováno v: Journal of the American Medical Informatics Association : JAMIA [J Am Med Inform Assoc] 2022 Apr 13; Vol. 29 (5), pp. 873-881.

A Full-Stack Application for Detecting Seizures and Reducing Data During Continuous Electroencephalogram Monitoring.

Autor: Bernabei JM; Department of Bioengineering, University of Pennsylvania, Philadelphia, PA.; Center for Neuroengineering and Therapeutics, University of Pennsylvania, Philadelphia, PA., Owoputi O; Department of Bioengineering, University of Pennsylvania, Philadelphia, PA.; Center for Neuroengineering and Therapeutics, University of Pennsylvania, Philadelphia, PA., Small SD; Department of Bioengineering, University of Pennsylvania, Philadelphia, PA.; Center for Neuroengineering and Therapeutics, University of Pennsylvania, Philadelphia, PA., Nyema NT; Department of Bioengineering, University of Pennsylvania, Philadelphia, PA.; Center for Neuroengineering and Therapeutics, University of Pennsylvania, Philadelphia, PA., Dumenyo E; Department of Bioengineering, University of Pennsylvania, Philadelphia, PA.; Center for Neuroengineering and Therapeutics, University of Pennsylvania, Philadelphia, PA., Kim J; Department of Bioengineering, University of Pennsylvania, Philadelphia, PA.; Center for Neuroengineering and Therapeutics, University of Pennsylvania, Philadelphia, PA., Baldassano SN; Department of Bioengineering, University of Pennsylvania, Philadelphia, PA.; Center for Neuroengineering and Therapeutics, University of Pennsylvania, Philadelphia, PA., Painter C; Department of Bioengineering, University of Pennsylvania, Philadelphia, PA.; Center for Neuroengineering and Therapeutics, University of Pennsylvania, Philadelphia, PA., Conrad EC; Department of Neurology, Hospital of the University of Pennsylvania, Philadelphia, PA., Ganguly TM; Department of Neurology, Hospital of the University of Pennsylvania, Philadelphia, PA., Balu R; Department of Neurology, Hospital of the University of Pennsylvania, Philadelphia, PA., Davis KA; Center for Neuroengineering and Therapeutics, University of Pennsylvania, Philadelphia, PA.; Department of Neurology, Hospital of the University of Pennsylvania, Philadelphia, PA., Levine JM; Department of Neurology, Hospital of the University of Pennsylvania, Philadelphia, PA., Pathmanathan J; Department of Neurology, Hospital of the University of Pennsylvania, Philadelphia, PA., Litt B; Department of Bioengineering, University of Pennsylvania, Philadelphia, PA.; Center for Neuroengineering and Therapeutics, University of Pennsylvania, Philadelphia, PA.; Department of Neurology, Hospital of the University of Pennsylvania, Philadelphia, PA.; Department of Neurosurgery, Hospital of the University of Pennsylvania, Philadelphia, PA.

Publikováno v: Critical care explorations [Crit Care Explor] 2021 Jul 13; Vol. 3 (7), pp. e0476. Date of Electronic Publication: 2021 Jul 13 (Print Publication: 2021).

IRIS: A Modular Platform for Continuous Monitoring and Caretaker Notification in the Intensive Care Unit.

Autor: Baldassano SN, Roberson SW, Balu R, Scheid B, Bernabei JM, Pathmanathan J, Oommen B, Leri D, Echauz J, Gelfand M, Bhalla PK, Hill CE, Christini A, Wagenaar JB, Litt B

Publikováno v: IEEE journal of biomedical and health informatics [IEEE J Biomed Health Inform] 2020 Aug; Vol. 24 (8), pp. 2389-2397. Date of Electronic Publication: 2020 Jan 13.

Big data in status epilepticus.

Autor: Baldassano SN; Department of Bioengineering, University of Pennsylvania, 210 South 33rd Street, Philadelphia, PA 19104, United States; Center for Neuroengineering and Therapeutics, University of Pennsylvania, 240 South 33rd Street, Philadelphia, PA 19104, United States. Electronic address: stevennb@pennmedicine.upenn.edu., Hill CE; Department of Neurology, University of Michigan, 1500 East Medical Center Drive, Ann Arbor, MI 48109, United States., Shankar A; Department of Bioengineering, University of Pennsylvania, 210 South 33rd Street, Philadelphia, PA 19104, United States; Center for Neuroengineering and Therapeutics, University of Pennsylvania, 240 South 33rd Street, Philadelphia, PA 19104, United States., Bernabei J; Department of Bioengineering, University of Pennsylvania, 210 South 33rd Street, Philadelphia, PA 19104, United States; Center for Neuroengineering and Therapeutics, University of Pennsylvania, 240 South 33rd Street, Philadelphia, PA 19104, United States., Khankhanian P; Department of Neurology, University of Michigan, 1500 East Medical Center Drive, Ann Arbor, MI 48109, United States; Department of Neurology, Penn Epilepsy Center, University of Pennsylvania, 3400 Spruce Street, Philadelphia, PA 19104, United States., Litt B; Department of Bioengineering, University of Pennsylvania, 210 South 33rd Street, Philadelphia, PA 19104, United States; Center for Neuroengineering and Therapeutics, University of Pennsylvania, 240 South 33rd Street, Philadelphia, PA 19104, United States; Department of Neurology, Penn Epilepsy Center, University of Pennsylvania, 3400 Spruce Street, Philadelphia, PA 19104, United States.

Publikováno v: Epilepsy & behavior : E&B [Epilepsy Behav] 2019 Dec; Vol. 101 (Pt B), pp. 106457. Date of Electronic Publication: 2019 Aug 21.

Intracranial EEG fluctuates over months after implanting electrodes in human brain.

Autor: Ung H; Department of Bioengineering, University of Pennsylvania, Philadelphia, PA, United States of America. Center for Neuroengineering and Therapeutics, University of Pennsylvania, Philadelphia, PA, United States of America., Baldassano SN, Bink H, Krieger AM, Williams S, Vitale F, Wu C, Freestone D, Nurse E, Leyde K, Davis KA, Cook M, Litt B

Publikováno v: Journal of neural engineering [J Neural Eng] 2017 Oct; Vol. 14 (5), pp. 056011. Date of Electronic Publication: 2017 Sep 01.