Multitask Recalibrated Aggregation Network for Medical Code Prediction

Wei Sun; Shaoxiong Ji; Erik Cambria; Pekka Marttinen

doi:10.1007/978-3-030-86514-6_23

Multitask Recalibrated Aggregation Network for Medical Code Prediction

Wei Sun, Shaoxiong Ji, Erik Cambria, Pekka Marttinen

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

Original language	English
Title of host publication	Machine Learning and Knowledge Discovery in Databases : European Conference, ECML PKDD 2021, Bilbao, Spain, September 13–17, 2021, Proceedings, Part IV
Editors	Yuxiao Dong, et al.
Number of pages	17
Place of Publication	Cham
Publisher	Springer
Publication date	2021
Pages	367-383
ISBN (Print)	978-3-030-86513-9, 978-3-030-86515-3
DOIs	https://doi.org/10.1007/978-3-030-86514-6_23
Publication status	Published - 2021
Externally published	Yes
MoE publication type	A4 Article in conference proceedings
Event	Joint European Conference on Machine Learning and Knowledge Discovery in Databases - Bilbao, Spain Duration: 13 Sept 2021 → 17 Sept 2021

Publication series

Name	Lecture Notes in Computer Science
Publisher	Springer
Volume	12978
ISSN (Print)	0302-9743

Fields of Science

113 Computer and information sciences
Medical code prediction
Multitask learning
Recalibrated aggregation network

Access to Document

10.1007/978-3-030-86514-6_23Licence: CC BY

978-3-030-86514-6_23Final published version, 479 KBLicence: CC BY

Cite this

Sun, W., Ji, S., Cambria, E., & Marttinen, P. (2021). Multitask Recalibrated Aggregation Network for Medical Code Prediction. In Y. Dong, et al. (Ed.), Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2021, Bilbao, Spain, September 13–17, 2021, Proceedings, Part IV (pp. 367-383). (Lecture Notes in Computer Science; Vol. 12978). Springer . https://doi.org/10.1007/978-3-030-86514-6_23

Sun, Wei ; Ji, Shaoxiong ; Cambria, Erik et al. / Multitask Recalibrated Aggregation Network for Medical Code Prediction. Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2021, Bilbao, Spain, September 13–17, 2021, Proceedings, Part IV. editor / Yuxiao Dong, et al. Cham : Springer , 2021. pp. 367-383 (Lecture Notes in Computer Science).

@inproceedings{9749af744a3c40abb079c499edfc04b1,

title = "Multitask Recalibrated Aggregation Network for Medical Code Prediction",

keywords = "113 Computer and information sciences, Medical code prediction, Multitask learning, Recalibrated aggregation network",

author = "Wei Sun and Shaoxiong Ji and Erik Cambria and Pekka Marttinen",

year = "2021",

doi = "10.1007/978-3-030-86514-6_23",

language = "English",

isbn = "978-3-030-86513-9",

series = "Lecture Notes in Computer Science",

publisher = "Springer ",

pages = "367--383",

editor = "{Dong, et al.}, Yuxiao",

booktitle = "Machine Learning and Knowledge Discovery in Databases",

address = "International",

note = "Joint European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2021 ; Conference date: 13-09-2021 Through 17-09-2021",

}

Sun, W, Ji, S, Cambria, E & Marttinen, P 2021, Multitask Recalibrated Aggregation Network for Medical Code Prediction. in Y Dong, et al. (ed.), Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2021, Bilbao, Spain, September 13–17, 2021, Proceedings, Part IV. Lecture Notes in Computer Science, vol. 12978, Springer , Cham, pp. 367-383, Joint European Conference on Machine Learning and Knowledge Discovery in Databases, Bilbao, Spain, 13/09/2021. https://doi.org/10.1007/978-3-030-86514-6_23

Multitask Recalibrated Aggregation Network for Medical Code Prediction. / Sun, Wei; Ji, Shaoxiong; Cambria, Erik et al.
Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2021, Bilbao, Spain, September 13–17, 2021, Proceedings, Part IV. ed. / Yuxiao Dong, et al. Cham: Springer , 2021. p. 367-383 (Lecture Notes in Computer Science; Vol. 12978).

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

TY - GEN

T1 - Multitask Recalibrated Aggregation Network for Medical Code Prediction

AU - Sun, Wei

AU - Ji, Shaoxiong

AU - Cambria, Erik

AU - Marttinen, Pekka

PY - 2021

Y1 - 2021

KW - 113 Computer and information sciences

KW - Medical code prediction

KW - Multitask learning

KW - Recalibrated aggregation network

U2 - 10.1007/978-3-030-86514-6_23

DO - 10.1007/978-3-030-86514-6_23

M3 - Conference contribution

SN - 978-3-030-86513-9

SN - 978-3-030-86515-3

T3 - Lecture Notes in Computer Science

SP - 367

EP - 383

BT - Machine Learning and Knowledge Discovery in Databases

A2 - Dong, et al., Yuxiao

PB - Springer

CY - Cham

T2 - Joint European Conference on Machine Learning and Knowledge Discovery in Databases

Y2 - 13 September 2021 through 17 September 2021

ER -

Sun W, Ji S, Cambria E, Marttinen P. Multitask Recalibrated Aggregation Network for Medical Code Prediction. In Dong, et al. Y, editor, Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2021, Bilbao, Spain, September 13–17, 2021, Proceedings, Part IV. Cham: Springer . 2021. p. 367-383. (Lecture Notes in Computer Science). doi: 10.1007/978-3-030-86514-6_23