Detecting Mistakes in CPR Training with Multimodal Data and Neural Networks

Daniele Di Mitri; Jan Schneider; Marcus Specht; Hendrik Drachsler

doi:10.3390/s19143099

Detecting Mistakes in CPR Training with Multimodal Data and Neural Networks

Daniele Di Mitri^*, Jan Schneider, Marcus Specht, Hendrik Drachsler

^*Corresponding author for this work

Research output: Contribution to journal › Article › Academic › peer-review

9 Citations (Web of Science)

Original language	English
Article number	3099
Number of pages	20
Journal	Sensors
Volume	19
Issue number	14
DOIs	https://doi.org/10.3390/s19143099
Publication status	Published - 13 Jul 2019

Keywords

activity recognition
learning analytics
medical simulation
multimodal data
neural networks
psychomotor learning
sensors
signal processing
training mistakes
INTELLIGENT TUTORING SYSTEMS
FUSION

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10.3390/s19143099Licence: CC BY

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@article{43c147b7ad734623837b660171083809,

title = "Detecting Mistakes in CPR Training with Multimodal Data and Neural Networks",

keywords = "activity recognition, learning analytics, medical simulation, multimodal data, neural networks, psychomotor learning, sensors, signal processing, training mistakes, INTELLIGENT TUTORING SYSTEMS, FUSION",

author = "{Di Mitri}, Daniele and Jan Schneider and Marcus Specht and Hendrik Drachsler",

year = "2019",

month = jul,

day = "13",

doi = "10.3390/s19143099",

language = "English",

volume = "19",

journal = "Sensors",

issn = "1424-8220",

publisher = "MDPI",

number = "14",

}

TY - JOUR

T1 - Detecting Mistakes in CPR Training with Multimodal Data and Neural Networks

AU - Di Mitri, Daniele

AU - Schneider, Jan

AU - Specht, Marcus

AU - Drachsler, Hendrik

PY - 2019/7/13

Y1 - 2019/7/13

KW - activity recognition

KW - learning analytics

KW - medical simulation

KW - multimodal data

KW - neural networks

KW - psychomotor learning

KW - sensors

KW - signal processing

KW - training mistakes

KW - INTELLIGENT TUTORING SYSTEMS

KW - FUSION

U2 - 10.3390/s19143099

DO - 10.3390/s19143099

M3 - Article

C2 - 31337029

VL - 19

JO - Sensors

JF - Sensors

SN - 1424-8220

IS - 14

M1 - 3099

ER -

Detecting Mistakes in CPR Training with Multimodal Data and Neural Networks

Keywords

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