메뉴 건너뛰기




Volumn 64, Issue , 2016, Pages 116-121

Patient-centered design criteria for wearable seizure detection devices

Author keywords

Seizure detection; Survey

Indexed keywords

ACCELEROMETER; ADOLESCENT; ADULT; ARTICLE; BAROMETER; BIOSENSOR; CAREGIVER; CHILD; COMFORT; COST; E-MAIL; ELECTRIC BATTERY; EQUIPMENT DESIGN; FEMALE; GALVANIC SKIN RESPONSE SENSOR; HEART RATE; HUMAN; INFANT; MAJOR CLINICAL STUDY; MALE; MICROPHONE; MIDDLE AGED; MUSCLE TWITCH; OXYGEN SATURATION; OXYGEN SENSOR; PATIENT MONITOR; PRESCHOOL CHILD; RATING SCALE; SCHOOL CHILD; SEIZURE; TEXT MESSAGING; WEARABLE SEIZURE DETECTION DEVICE; YOUNG ADULT; AMBULATORY MONITORING; DEVICES; ECONOMICS; NEUROPHYSIOLOGICAL MONITORING; PATIENT PREFERENCE; SEIZURES; STANDARDS;

EID: 84991719591     PISSN: 15255050     EISSN: 15255069     Source Type: Journal    
DOI: 10.1016/j.yebeh.2016.09.012     Document Type: Article
Times cited : (64)

References (51)
  • 1
    • 84904397644 scopus 로고    scopus 로고
    • An unknown quantity—the worldwide prevalence of epilepsy
    • [1] Bell, G.S., Neligan, A., Sander, J.W., An unknown quantity—the worldwide prevalence of epilepsy. Epilepsia 55 (2014), 958–962.
    • (2014) Epilepsia , vol.55 , pp. 958-962
    • Bell, G.S.1    Neligan, A.2    Sander, J.W.3
  • 2
    • 84867919638 scopus 로고    scopus 로고
    • Epilepsy across the spectrum: promoting health and understanding. A summary of the Institute of Medicine report
    • [2] England, M.J., Liverman, C.T., Schultz, A.M., Strawbridge, L.M., Epilepsy across the spectrum: promoting health and understanding. A summary of the Institute of Medicine report. Epilepsy Behav 25 (2012), 266–276.
    • (2012) Epilepsy Behav , vol.25 , pp. 266-276
    • England, M.J.1    Liverman, C.T.2    Schultz, A.M.3    Strawbridge, L.M.4
  • 3
    • 0030317076 scopus 로고    scopus 로고
    • Descriptive epidemiology of epilepsy: contributions of population-based studies from Rochester, Minnesota
    • [3] Hauser, W.A., Annegers, J.F., Rocca, W.A., Descriptive epidemiology of epilepsy: contributions of population-based studies from Rochester, Minnesota. Mayo Clin Proc 71 (1996), 576–586.
    • (1996) Mayo Clin Proc , vol.71 , pp. 576-586
    • Hauser, W.A.1    Annegers, J.F.2    Rocca, W.A.3
  • 4
    • 84958260400 scopus 로고    scopus 로고
    • Parental anxiety in childhood epilepsy: a systematic review
    • [4] Jones, C., Reilly, C., Parental anxiety in childhood epilepsy: a systematic review. Epilepsia 57 (2016), 529–537.
    • (2016) Epilepsia , vol.57 , pp. 529-537
    • Jones, C.1    Reilly, C.2
  • 5
    • 84926252966 scopus 로고    scopus 로고
    • Factors associated with quality of life in active childhood epilepsy: a population-based study
    • [5] Reilly, C., Atkinson, P., Das, K.B., Chin, R.F., Aylett, S.E., Burch, V., et al. Factors associated with quality of life in active childhood epilepsy: a population-based study. Eur J Paediatr Neurol 19 (2015), 308–313.
    • (2015) Eur J Paediatr Neurol , vol.19 , pp. 308-313
    • Reilly, C.1    Atkinson, P.2    Das, K.B.3    Chin, R.F.4    Aylett, S.E.5    Burch, V.6
  • 6
    • 84856484225 scopus 로고    scopus 로고
    • Correlates of parental stress and psychopathology in pediatric epilepsy
    • [6] Shatla, R., Sayyah Hel, S., Azzam, H., Elsayed, R.M., Correlates of parental stress and psychopathology in pediatric epilepsy. Ann Indian Acad Neurol 14 (2011), 252–256.
    • (2011) Ann Indian Acad Neurol , vol.14 , pp. 252-256
    • Shatla, R.1    Sayyah Hel, S.2    Azzam, H.3    Elsayed, R.M.4
  • 7
    • 84856326174 scopus 로고    scopus 로고
    • Sudden unexpected death in epilepsy: people with nocturnal seizures may be at highest risk
    • [7] Lamberts, R.J., Thijs, R.D., Laffan, A., Langan, Y., Sander, J.W., Sudden unexpected death in epilepsy: people with nocturnal seizures may be at highest risk. Epilepsia 53 (2012), 253–257.
    • (2012) Epilepsia , vol.53 , pp. 253-257
    • Lamberts, R.J.1    Thijs, R.D.2    Laffan, A.3    Langan, Y.4    Sander, J.W.5
  • 8
    • 33847117296 scopus 로고    scopus 로고
    • Refractory epilepsy: clinical overview
    • [8] French, J.A., Refractory epilepsy: clinical overview. Epilepsia 48:Suppl 1 (2007), 3–7.
    • (2007) Epilepsia , vol.48 , pp. 3-7
    • French, J.A.1
  • 9
    • 36148950075 scopus 로고    scopus 로고
    • Epilepsy: accuracy of patient seizure counts
    • [9] Hoppe, C., Poepel, A., Elger, C.E., Epilepsy: accuracy of patient seizure counts. Arch Neurol 64 (2007), 1595–1599.
    • (2007) Arch Neurol , vol.64 , pp. 1595-1599
    • Hoppe, C.1    Poepel, A.2    Elger, C.E.3
  • 11
    • 84928923279 scopus 로고    scopus 로고
    • What makes a good home-based nocturnal seizure detector? A value sensitive design
    • e0121446
    • [11] van Andel, J., Leijten, F., van Delden, H., van Thiel, G., What makes a good home-based nocturnal seizure detector? A value sensitive design. PLoS One, 10, 2015, e0121446.
    • (2015) PLoS One , vol.10
    • van Andel, J.1    Leijten, F.2    van Delden, H.3    van Thiel, G.4
  • 12
    • 84959076079 scopus 로고    scopus 로고
    • Non-EEG based ambulatory seizure detection designed for home use: what is available and how will it influence epilepsy care?
    • [12] van Andel, J., Thijs, R.D., de Weerd, A., Arends, J., Leijten, F., Non-EEG based ambulatory seizure detection designed for home use: what is available and how will it influence epilepsy care?. Epilepsy Behav 57 (2016), 82–89.
    • (2016) Epilepsy Behav , vol.57 , pp. 82-89
    • van Andel, J.1    Thijs, R.D.2    de Weerd, A.3    Arends, J.4    Leijten, F.5
  • 13
    • 84877057897 scopus 로고    scopus 로고
    • Non-EEG seizure-detection systems and potential SUDEP prevention: state of the art
    • [13] Van de Vel, A., Cuppens, K., Bonroy, B., Milosevic, M., Jansen, K., Van Huffel, S., et al. Non-EEG seizure-detection systems and potential SUDEP prevention: state of the art. Seizure 22 (2013), 345–355.
    • (2013) Seizure , vol.22 , pp. 345-355
    • Van de Vel, A.1    Cuppens, K.2    Bonroy, B.3    Milosevic, M.4    Jansen, K.5    Van Huffel, S.6
  • 14
    • 84903975424 scopus 로고    scopus 로고
    • Critical evaluation of four different seizure detection systems tested on one patient with focal and generalized tonic and clonic seizures
    • [14] Van de Vel, A., Verhaert, K., Ceulemans, B., Critical evaluation of four different seizure detection systems tested on one patient with focal and generalized tonic and clonic seizures. Epilepsy Behav 37 (2014), 91–94.
    • (2014) Epilepsy Behav , vol.37 , pp. 91-94
    • Van de Vel, A.1    Verhaert, K.2    Ceulemans, B.3
  • 15
    • 84962018273 scopus 로고    scopus 로고
    • Safe and sound? A systematic literature review of seizure detection methods for personal use
    • [15] Jory, C., Shankar, R., Coker, D., McLean, B., Hanna, J., Newman, C., Safe and sound? A systematic literature review of seizure detection methods for personal use. Seizure 36 (2016), 4–15.
    • (2016) Seizure , vol.36 , pp. 4-15
    • Jory, C.1    Shankar, R.2    Coker, D.3    McLean, B.4    Hanna, J.5    Newman, C.6
  • 16
    • 84940961024 scopus 로고    scopus 로고
    • Electromyography-based seizure detector: preliminary results comparing a generalized tonic–clonic seizure detection algorithm to video-EEG recordings
    • [16] Szabo, C.A., Morgan, L.C., Karkar, K.M., Leary, L.D., Lie, O.V., Girouard, M., et al. Electromyography-based seizure detector: preliminary results comparing a generalized tonic–clonic seizure detection algorithm to video-EEG recordings. Epilepsia 56 (2015), 1432–1437.
    • (2015) Epilepsia , vol.56 , pp. 1432-1437
    • Szabo, C.A.1    Morgan, L.C.2    Karkar, K.M.3    Leary, L.D.4    Lie, O.V.5    Girouard, M.6
  • 17
    • 84925490733 scopus 로고    scopus 로고
    • Implantation of a new Vagus Nerve Stimulation (VNS) Therapy(R) generator, AspireSR(R): considerations and recommendations during implantation and replacement surgery—comparison to a traditional system
    • [17] Schneider, U.C., Bohlmann, K., Vajkoczy, P., Straub, H.B., Implantation of a new Vagus Nerve Stimulation (VNS) Therapy(R) generator, AspireSR(R): considerations and recommendations during implantation and replacement surgery—comparison to a traditional system. Acta Neurochir 157 (2015), 721–728.
    • (2015) Acta Neurochir , vol.157 , pp. 721-728
    • Schneider, U.C.1    Bohlmann, K.2    Vajkoczy, P.3    Straub, H.B.4
  • 18
    • 84941809079 scopus 로고    scopus 로고
    • SmartWatch by SmartMonitor: assessment of seizure detection efficacy for various seizure types in children, a large prospective single-center study
    • [18] Patterson, A.L., Mudigoudar, B., Fulton, S., McGregor, A., Poppel, K.V., Wheless, M.C., et al. SmartWatch by SmartMonitor: assessment of seizure detection efficacy for various seizure types in children, a large prospective single-center study. Pediatr Neurol 53 (2015), 309–311.
    • (2015) Pediatr Neurol , vol.53 , pp. 309-311
    • Patterson, A.L.1    Mudigoudar, B.2    Fulton, S.3    McGregor, A.4    Poppel, K.V.5    Wheless, M.C.6
  • 19
    • 84927761455 scopus 로고    scopus 로고
    • Detection of epileptic seizures with a modified heart rate variability algorithm based on Lorenz plot
    • [19] Jeppesen, J., Beniczky, S., Johansen, P., Sidenius, P., Fuglsang-Frederiksen, A., Detection of epileptic seizures with a modified heart rate variability algorithm based on Lorenz plot. Seizure 24 (2015), 1–7.
    • (2015) Seizure , vol.24 , pp. 1-7
    • Jeppesen, J.1    Beniczky, S.2    Johansen, P.3    Sidenius, P.4    Fuglsang-Frederiksen, A.5
  • 20
    • 84958947780 scopus 로고    scopus 로고
    • Automatic vagus nerve stimulation triggered by ictal tachycardia: clinical outcomes and device performance—the U.S. E-37 trial
    • [20] Fisher, R.S., Afra, P., Macken, M., Minecan, D.N., Bagic, A., Benbadis, S.R., et al. Automatic vagus nerve stimulation triggered by ictal tachycardia: clinical outcomes and device performance—the U.S. E-37 trial. Neuromodulation 19:2 (2016), 188–195.
    • (2016) Neuromodulation , vol.19 , Issue.2 , pp. 188-195
    • Fisher, R.S.1    Afra, P.2    Macken, M.3    Minecan, D.N.4    Bagic, A.5    Benbadis, S.R.6
  • 22
    • 84947928350 scopus 로고    scopus 로고
    • Seizure reporting technologies for epilepsy treatment: a review of clinical information needs and supporting technologies
    • [22] Bidwell, J., Khuwatsamrit, T., Askew, B., Ehrenberg, J.A., Helmers, S., Seizure reporting technologies for epilepsy treatment: a review of clinical information needs and supporting technologies. Seizure 32 (2015), 109–117.
    • (2015) Seizure , vol.32 , pp. 109-117
    • Bidwell, J.1    Khuwatsamrit, T.2    Askew, B.3    Ehrenberg, J.A.4    Helmers, S.5
  • 23
    • 84906791190 scopus 로고    scopus 로고
    • Validation of actigraphy with continuous video-electroencephalography in children with epilepsy
    • [23] Sadaka, Y., Sadeh, A., Bradbury, L., Massicotte, C., Zak, M., Go, C., et al. Validation of actigraphy with continuous video-electroencephalography in children with epilepsy. Sleep Med 15 (2014), 1075–1081.
    • (2014) Sleep Med , vol.15 , pp. 1075-1081
    • Sadaka, Y.1    Sadeh, A.2    Bradbury, L.3    Massicotte, C.4    Zak, M.5    Go, C.6
  • 25
    • 84900852502 scopus 로고    scopus 로고
    • Accelerometry-based home monitoring for detection of nocturnal hypermotor seizures based on novelty detection
    • [25] Cuppens, K., Karsmakers, P., Van de Vel, A., Bonroy, B., Milosevic, M., Luca, S., et al. Accelerometry-based home monitoring for detection of nocturnal hypermotor seizures based on novelty detection. IEEE J Biomed Health Inform 18 (2014), 1026–1033.
    • (2014) IEEE J Biomed Health Inform , vol.18 , pp. 1026-1033
    • Cuppens, K.1    Karsmakers, P.2    Van de Vel, A.3    Bonroy, B.4    Milosevic, M.5    Luca, S.6
  • 29
    • 84875843603 scopus 로고    scopus 로고
    • Detection of generalized tonic–clonic seizures by a wireless wrist accelerometer: a prospective, multicenter study
    • [29] Beniczky, S., Polster, T., Kjaer, T.W., Hjalgrim, H., Detection of generalized tonic–clonic seizures by a wireless wrist accelerometer: a prospective, multicenter study. Epilepsia 54 (2013), e58–e61.
    • (2013) Epilepsia , vol.54 , pp. e58-e61
    • Beniczky, S.1    Polster, T.2    Kjaer, T.W.3    Hjalgrim, H.4
  • 30
    • 84881156761 scopus 로고    scopus 로고
    • Time-frequency mapping of the rhythmic limb movements distinguishes convulsive epileptic from psychogenic nonepileptic seizures
    • [30] Bayly, J., Carino, J., Petrovski, S., Smit, M., Fernando, D.A., Vinton, A., et al. Time-frequency mapping of the rhythmic limb movements distinguishes convulsive epileptic from psychogenic nonepileptic seizures. Epilepsia 54 (2013), 1402–1408.
    • (2013) Epilepsia , vol.54 , pp. 1402-1408
    • Bayly, J.1    Carino, J.2    Petrovski, S.3    Smit, M.4    Fernando, D.A.5    Vinton, A.6
  • 31
    • 84860702088 scopus 로고    scopus 로고
    • Convulsive seizure detection using a wrist-worn electrodermal activity and accelerometry biosensor
    • [31] Poh, M.Z., Loddenkemper, T., Reinsberger, C., Swenson, N.C., Goyal, S., Sabtala, M.C., et al. Convulsive seizure detection using a wrist-worn electrodermal activity and accelerometry biosensor. Epilepsia 53 (2012), e93–e97.
    • (2012) Epilepsia , vol.53 , pp. e93-e97
    • Poh, M.Z.1    Loddenkemper, T.2    Reinsberger, C.3    Swenson, N.C.4    Goyal, S.5    Sabtala, M.C.6
  • 32
    • 84857541143 scopus 로고    scopus 로고
    • Therapeutic devices for epilepsy
    • [32] Fisher, R.S., Therapeutic devices for epilepsy. Ann Neurol 71 (2012), 157–168.
    • (2012) Ann Neurol , vol.71 , pp. 157-168
    • Fisher, R.S.1
  • 33
    • 84880960444 scopus 로고    scopus 로고
    • Evaluation of novel algorithm embedded in a wearable sEMG device for seizure detection
    • [33] Conradsen, I., Beniczky, S., Wolf, P., Jennum, P., Sorensen, H.B., Evaluation of novel algorithm embedded in a wearable sEMG device for seizure detection. Conf Proc IEEE Eng Med Biol Soc 2012 (2012), 2048–2051.
    • (2012) Conf Proc IEEE Eng Med Biol Soc , vol.2012 , pp. 2048-2051
    • Conradsen, I.1    Beniczky, S.2    Wolf, P.3    Jennum, P.4    Sorensen, H.B.5
  • 34
    • 79957940526 scopus 로고    scopus 로고
    • Measurement and quantification of generalized tonic–clonic seizures in epilepsy patients by means of accelerometry—an explorative study
    • [34] Schulc, E., Unterberger, I., Saboor, S., Hilbe, J., Ertl, M., Ammenwerth, E., et al. Measurement and quantification of generalized tonic–clonic seizures in epilepsy patients by means of accelerometry—an explorative study. Epilepsy Res 95 (2011), 173–183.
    • (2011) Epilepsy Res , vol.95 , pp. 173-183
    • Schulc, E.1    Unterberger, I.2    Saboor, S.3    Hilbe, J.4    Ertl, M.5    Ammenwerth, E.6
  • 35
    • 79954618954 scopus 로고    scopus 로고
    • Detection of seizure-like movements using a wrist accelerometer
    • [35] Lockman, J., Fisher, R.S., Olson, D.M., Detection of seizure-like movements using a wrist accelerometer. Epilepsy Behav 20 (2011), 638–641.
    • (2011) Epilepsy Behav , vol.20 , pp. 638-641
    • Lockman, J.1    Fisher, R.S.2    Olson, D.M.3
  • 36
    • 79951671845 scopus 로고    scopus 로고
    • A novel portable seizure detection alarm system: preliminary results
    • [36] Kramer, U., Kipervasser, S., Shlitner, A., Kuzniecky, R., A novel portable seizure detection alarm system: preliminary results. J Clin Neurophysiol 28 (2011), 36–38.
    • (2011) J Clin Neurophysiol , vol.28 , pp. 36-38
    • Kramer, U.1    Kipervasser, S.2    Shlitner, A.3    Kuzniecky, R.4
  • 37
    • 68149126079 scopus 로고    scopus 로고
    • Non-invasive computerized system for automatically initiating vagus nerve stimulation following patient-specific detection of seizures or epileptiform discharges
    • [37] Shoeb, A., Pang, T., Guttag, J., Schachter, S., Non-invasive computerized system for automatically initiating vagus nerve stimulation following patient-specific detection of seizures or epileptiform discharges. Int J Neural Syst 19 (2009), 157–172.
    • (2009) Int J Neural Syst , vol.19 , pp. 157-172
    • Shoeb, A.1    Pang, T.2    Guttag, J.3    Schachter, S.4
  • 38
    • 84925358238 scopus 로고    scopus 로고
    • Exploring the capability of wireless near infrared spectroscopy as a portable seizure detection device for epilepsy patients
    • [38] Jeppesen, J., Beniczky, S., Johansen, P., Sidenius, P., Fuglsang-Frederiksen, A., Exploring the capability of wireless near infrared spectroscopy as a portable seizure detection device for epilepsy patients. Seizure 26 (2015), 43–48.
    • (2015) Seizure , vol.26 , pp. 43-48
    • Jeppesen, J.1    Beniczky, S.2    Johansen, P.3    Sidenius, P.4    Fuglsang-Frederiksen, A.5
  • 39
    • 84943199264 scopus 로고    scopus 로고
    • Latencies from intracranial seizure onset to ictal tachycardia: a comparison to surface EEG patterns and other clinical signs
    • [39] Hirsch, M., Altenmüller, D.-M., Schulze-Bonhage, A., Latencies from intracranial seizure onset to ictal tachycardia: a comparison to surface EEG patterns and other clinical signs. Epilepsia 56:10 (2015), 1639–1647.
    • (2015) Epilepsia , vol.56 , Issue.10 , pp. 1639-1647
    • Hirsch, M.1    Altenmüller, D.-M.2    Schulze-Bonhage, A.3
  • 40
    • 84928733294 scopus 로고    scopus 로고
    • Prospective multi-center study of an automatic online seizure detection system for epilepsy monitoring units
    • [40] Furbass, F., Ossenblok, P., Hartmann, M., Perko, H., Skupch, A.M., Lindinger, G., et al. Prospective multi-center study of an automatic online seizure detection system for epilepsy monitoring units. Clin Neurophysiol 126 (2015), 1124–1131.
    • (2015) Clin Neurophysiol , vol.126 , pp. 1124-1131
    • Furbass, F.1    Ossenblok, P.2    Hartmann, M.3    Perko, H.4    Skupch, A.M.5    Lindinger, G.6
  • 41
    • 84927175363 scopus 로고    scopus 로고
    • Is seizure detection based on EKG clinically relevant?
    • [41] Osorio, I., Manly, B.F., Is seizure detection based on EKG clinically relevant?. Clin Neurophysiol 125 (2014), 1946–1951.
    • (2014) Clin Neurophysiol , vol.125 , pp. 1946-1951
    • Osorio, I.1    Manly, B.F.2
  • 42
    • 84895065679 scopus 로고    scopus 로고
    • Automated seizure detection using EKG
    • [42] Osorio, I., Automated seizure detection using EKG. Int J Neural Syst, 24, 2014, 1450001.
    • (2014) Int J Neural Syst , vol.24 , pp. 1450001
    • Osorio, I.1
  • 43
    • 84902760366 scopus 로고    scopus 로고
    • Heart rate changes in partial seizures: analysis of influencing factors among refractory patients
    • [43] Chen, W., Guo, C.L., Zhang, P.S., Liu, C., Qiao, H., Zhang, J.G., et al. Heart rate changes in partial seizures: analysis of influencing factors among refractory patients. BMC Neurol, 14, 2014, 135.
    • (2014) BMC Neurol , vol.14 , pp. 135
    • Chen, W.1    Guo, C.L.2    Zhang, P.S.3    Liu, C.4    Qiao, H.5    Zhang, J.G.6
  • 44
    • 84878989725 scopus 로고    scopus 로고
    • Assessment of a quasi-piezoelectric mattress monitor as a detection system for generalized convulsions
    • [44] Narechania, A.P., Garic, I.I., Sen-Gupta, I., Macken, M.P., Gerard, E.E., Schuele, S.U., Assessment of a quasi-piezoelectric mattress monitor as a detection system for generalized convulsions. Epilepsy Behav 28 (2013), 172–176.
    • (2013) Epilepsy Behav , vol.28 , pp. 172-176
    • Narechania, A.P.1    Garic, I.I.2    Sen-Gupta, I.3    Macken, M.P.4    Gerard, E.E.5    Schuele, S.U.6
  • 45
    • 84887503676 scopus 로고    scopus 로고
    • A fully-asynchronous low-power implantable seizure detector for self-triggering treatment
    • [45] Mirzaei, M., Salam, M.T., Nguyen, D.K., Sawan, M., A fully-asynchronous low-power implantable seizure detector for self-triggering treatment. IEEE Trans Biomed Circuits Syst 7 (2013), 563–572.
    • (2013) IEEE Trans Biomed Circuits Syst , vol.7 , pp. 563-572
    • Mirzaei, M.1    Salam, M.T.2    Nguyen, D.K.3    Sawan, M.4
  • 46
    • 34548436654 scopus 로고    scopus 로고
    • Atmospheric pressure and seizure frequency in the epilepsy unit: preliminary observations
    • [46] Doherty, M.J., Youn, C., Gwinn, R.P., Haltiner, A.M., Atmospheric pressure and seizure frequency in the epilepsy unit: preliminary observations. Epilepsia 48 (2007), 1764–1767.
    • (2007) Epilepsia , vol.48 , pp. 1764-1767
    • Doherty, M.J.1    Youn, C.2    Gwinn, R.P.3    Haltiner, A.M.4
  • 48
    • 85027950708 scopus 로고    scopus 로고
    • Seizure diaries for clinical research and practice: limitations and future prospects
    • [48] Fisher, R.S., Blum, D.E., DiVentura, B., Vannest, J., Hixson, J.D., Moss, R., et al. Seizure diaries for clinical research and practice: limitations and future prospects. Epilepsy Behav 24 (2012), 304–310.
    • (2012) Epilepsy Behav , vol.24 , pp. 304-310
    • Fisher, R.S.1    Blum, D.E.2    DiVentura, B.3    Vannest, J.4    Hixson, J.D.5    Moss, R.6
  • 49
    • 84939640801 scopus 로고    scopus 로고
    • Confusing placebo effect with natural history in epilepsy: a big data approach
    • [49] Goldenholz, D.M., Moss, R., Scott, J., Auh, S., Theodore, W.H., Confusing placebo effect with natural history in epilepsy: a big data approach. Ann Neurol 78 (2015), 329–336.
    • (2015) Ann Neurol , vol.78 , pp. 329-336
    • Goldenholz, D.M.1    Moss, R.2    Scott, J.3    Auh, S.4    Theodore, W.H.5
  • 50
    • 84947919352 scopus 로고    scopus 로고
    • Predicting frequent ED use by people with epilepsy with health information exchange data
    • [50] Grinspan, Z.M., Shapiro, J.S., Abramson, E.L., Hooker, G., Kaushal, R., Kern, L.M., Predicting frequent ED use by people with epilepsy with health information exchange data. Neurology 85 (2015), 1031–1038.
    • (2015) Neurology , vol.85 , pp. 1031-1038
    • Grinspan, Z.M.1    Shapiro, J.S.2    Abramson, E.L.3    Hooker, G.4    Kaushal, R.5    Kern, L.M.6
  • 51
    • 84926346513 scopus 로고    scopus 로고
    • Validation of the Fitbit wireless activity tracker (R) for prediction of energy expenditure
    • [51] Sasaki, J.E., Hickey, A., Mavilia, M., Tedesco, J., John, D., Kozey Keadle, S., et al. Validation of the Fitbit wireless activity tracker (R) for prediction of energy expenditure. J Phys Act Health 12:2 (2015), 149–154.
    • (2015) J Phys Act Health , vol.12 , Issue.2 , pp. 149-154
    • Sasaki, J.E.1    Hickey, A.2    Mavilia, M.3    Tedesco, J.4    John, D.5    Kozey Keadle, S.6


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.