The Care2Report system: automated medical reporting as an integrated solution to reduce administrative burden in healthcare

Lientje Maas; Mathan Geurtsen; Florian Nouwt; Stefan F Schouten; Robin Van De Water; Sandra Van Dulmen; Fabiano Dalpiaz; Kees Van Deemter; Sjaak Brinkkemper

The Care2Report system: automated medical reporting as an integrated solution to reduce administrative burden in healthcare

Lientje Maas, Mathan Geurtsen, Florian Nouwt, Stefan F Schouten, Robin Van De Water, Sandra Van Dulmen, Fabiano Dalpiaz, Kees Van Deemter, Sjaak Brinkkemper

Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

Abstract

Documenting patient medical information in the electronic medical record is a time-consuming task at the expense of direct patient care. We propose an integrated solution to automate the process of medical reporting. This vision is enabled through the integration of speech and action recognition technology with semantic interpretation based on knowledge graphs. This paper presents our dialogue summarization pipeline that transforms speech into a medical report via transcription and formal representation. We discuss the functional and technical architecture of our Care2Report system along with an initial system evaluation with data of real consultation sessions.

Original language	English
Title of host publication	Information Technology in Healthcare
Subtitle of host publication	IT Architectures and Implementations in Healthcare Environments
Publisher	Hawaii International Conference on System Sciences (HICSS)
Edition	53
Publication status	Published - 7 Jan 2020
Externally published	Yes

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Maas, L., Geurtsen, M., Nouwt, F., Schouten, S. F., Van De Water, R., Van Dulmen, S., Dalpiaz, F., Van Deemter, K., & Brinkkemper, S. (2020). The Care2Report system: automated medical reporting as an integrated solution to reduce administrative burden in healthcare. In Information Technology in Healthcare: IT Architectures and Implementations in Healthcare Environments (53 ed.). Hawaii International Conference on System Sciences (HICSS).

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title = "The Care2Report system: automated medical reporting as an integrated solution to reduce administrative burden in healthcare",

abstract = "Documenting patient medical information in the electronic medical record is a time-consuming task at the expense of direct patient care. We propose an integrated solution to automate the process of medical reporting. This vision is enabled through the integration of speech and action recognition technology with semantic interpretation based on knowledge graphs. This paper presents our dialogue summarization pipeline that transforms speech into a medical report via transcription and formal representation. We discuss the functional and technical architecture of our Care2Report system along with an initial system evaluation with data of real consultation sessions.",

author = "Lientje Maas and Mathan Geurtsen and Florian Nouwt and Schouten, {Stefan F} and {Van De Water}, Robin and {Van Dulmen}, Sandra and Fabiano Dalpiaz and {Van Deemter}, Kees and Sjaak Brinkkemper",

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booktitle = "Information Technology in Healthcare",

publisher = "Hawaii International Conference on System Sciences (HICSS)",

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Maas, L, Geurtsen, M, Nouwt, F, Schouten, SF, Van De Water, R, Van Dulmen, S, Dalpiaz, F, Van Deemter, K & Brinkkemper, S 2020, The Care2Report system: automated medical reporting as an integrated solution to reduce administrative burden in healthcare. in Information Technology in Healthcare: IT Architectures and Implementations in Healthcare Environments. 53 edn, Hawaii International Conference on System Sciences (HICSS).

The Care2Report system: automated medical reporting as an integrated solution to reduce administrative burden in healthcare. / Maas, Lientje; Geurtsen, Mathan; Nouwt, Florian et al.

Information Technology in Healthcare: IT Architectures and Implementations in Healthcare Environments. 53. ed. Hawaii International Conference on System Sciences (HICSS), 2020.

Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

TY - GEN

T1 - The Care2Report system: automated medical reporting as an integrated solution to reduce administrative burden in healthcare

AU - Maas, Lientje

AU - Geurtsen, Mathan

AU - Nouwt, Florian

AU - Schouten, Stefan F

AU - Van De Water, Robin

AU - Van Dulmen, Sandra

AU - Dalpiaz, Fabiano

AU - Van Deemter, Kees

AU - Brinkkemper, Sjaak

PY - 2020/1/7

Y1 - 2020/1/7

N2 - Documenting patient medical information in the electronic medical record is a time-consuming task at the expense of direct patient care. We propose an integrated solution to automate the process of medical reporting. This vision is enabled through the integration of speech and action recognition technology with semantic interpretation based on knowledge graphs. This paper presents our dialogue summarization pipeline that transforms speech into a medical report via transcription and formal representation. We discuss the functional and technical architecture of our Care2Report system along with an initial system evaluation with data of real consultation sessions.

AB - Documenting patient medical information in the electronic medical record is a time-consuming task at the expense of direct patient care. We propose an integrated solution to automate the process of medical reporting. This vision is enabled through the integration of speech and action recognition technology with semantic interpretation based on knowledge graphs. This paper presents our dialogue summarization pipeline that transforms speech into a medical report via transcription and formal representation. We discuss the functional and technical architecture of our Care2Report system along with an initial system evaluation with data of real consultation sessions.

M3 - Conference contribution

BT - Information Technology in Healthcare

PB - Hawaii International Conference on System Sciences (HICSS)

ER -

Maas L, Geurtsen M, Nouwt F, Schouten SF, Van De Water R, Van Dulmen S et al. The Care2Report system: automated medical reporting as an integrated solution to reduce administrative burden in healthcare. In Information Technology in Healthcare: IT Architectures and Implementations in Healthcare Environments. 53 ed. Hawaii International Conference on System Sciences (HICSS). 2020

The Care2Report system: automated medical reporting as an integrated solution to reduce administrative burden in healthcare

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