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End-to-end pseudonymization of fine-tuned clinical BERT models
End-to-end pseudonymization of fine-tuned clinical BERT models
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End-to-end pseudonymization of fine-tuned clinical BERT models

Vakili, Thomas ; Henriksson, Aron ; Dalianis, Hercules

BMC medical informatics and decision making, 2024-06, Vol.24 (1), p.1-15 [Periódico revisado por pares]

BioMed Central Ltd

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Predicting sepsis onset using a machine learned causal probabilistic network algorithm based on electronic health records data
Predicting sepsis onset using a machine learned causal probabilistic network algorithm based on electronic health records data
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Predicting sepsis onset using a machine learned causal probabilistic network algorithm based on electronic health records data

Valik, John Karlsson ; Ward, Logan ; Tanushi, Hideyuki ; Johansson, Anders F ; Färnert, Anna ; Mogensen, Mads Lause ; Pickering, Brian W ; Herasevich, Vitaly ; Dalianis, Hercules ; Henriksson, Aron ; Nauclér, Pontus

Scientific reports, 2023-07, Vol.13 (1), p.11760-11760, Article 11760 [Periódico revisado por pares]

England: Nature Publishing Group

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3
Evaluating Embeddings from Pre-Trained Language Models and Knowledge Graphs for Educational Content Recommendation
Evaluating Embeddings from Pre-Trained Language Models and Knowledge Graphs for Educational Content Recommendation
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Evaluating Embeddings from Pre-Trained Language Models and Knowledge Graphs for Educational Content Recommendation

Li, Xiu ; Henriksson, Aron ; Duneld, Martin ; Nouri, Jalal ; Wu, Yongchao

Future internet, 2024-01, Vol.16 (1), p.12 [Periódico revisado por pares]

Basel: MDPI AG

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4
The augmented value of using clinical notes in semi-automated surveillance of deep surgical site infections after colorectal surgery
The augmented value of using clinical notes in semi-automated surveillance of deep surgical site infections after colorectal surgery
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The augmented value of using clinical notes in semi-automated surveillance of deep surgical site infections after colorectal surgery

Verberk, Janneke D.M ; van der Werff, Suzanne D ; Weegar, Rebecka ; Henriksson, Aron ; Richir, Milan C ; Buchli, Christian ; van Mourik, Maaike S.M ; Nauclér, Pontus

Antimicrobial resistance & infection control, 2023-10, Vol.12 (1), p.1-117, Article 117 [Periódico revisado por pares]

London: BioMed Central Ltd

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5
The accuracy of fully automated algorithms for surveillance of healthcare-onset Clostridioides difficile infections in hospitalized patients
The accuracy of fully automated algorithms for surveillance of healthcare-onset Clostridioides difficile infections in hospitalized patients
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The accuracy of fully automated algorithms for surveillance of healthcare-onset Clostridioides difficile infections in hospitalized patients

van der Werff, Suzanne Desirée ; Fritzing, Mikael ; Tanushi, Hideyuki ; Henriksson, Aron ; Dalianis, Hercules ; Ternhag, Anders ; Färnert, Anna ; Nauclér, Pontus

Antimicrobial stewardship & healthcare epidemiology : ASHE, 2022, Vol.2 (1), p.e43-e43, Article e43 [Periódico revisado por pares]

New York, USA: Cambridge University Press

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6
Holistic data-driven requirements elicitation in the big data era
Holistic data-driven requirements elicitation in the big data era
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Holistic data-driven requirements elicitation in the big data era

Henriksson, Aron ; Zdravkovic, Jelena

Software and systems modeling, 2022-08, Vol.21 (4), p.1389-1410 [Periódico revisado por pares]

Berlin/Heidelberg: Springer Berlin Heidelberg

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7
Data-Driven Requirements Elicitation: A Systematic Literature Review
Data-Driven Requirements Elicitation: A Systematic Literature Review
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Data-Driven Requirements Elicitation: A Systematic Literature Review

Lim, Sachiko ; Henriksson, Aron ; Zdravkovic, Jelena

SN computer science, 2021-02, Vol.2 (1), p.16, Article 16 [Periódico revisado por pares]

Singapore: Springer Singapore

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8
End-to-end pseudonymization of fine-tuned clinical BERT models: Privacy preservation with maintained data utility
End-to-end pseudonymization of fine-tuned clinical BERT models: Privacy preservation with maintained data utility
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End-to-end pseudonymization of fine-tuned clinical BERT models: Privacy preservation with maintained data utility

Vakili, Thomas ; Henriksson, Aron ; Dalianis, Hercules

BMC medical informatics and decision making, 2024-06, Vol.24 (1), p.162, Article 162 [Periódico revisado por pares]

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9
Learning temporal weights of clinical events using variable importance
Learning temporal weights of clinical events using variable importance
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Learning temporal weights of clinical events using variable importance

Zhao, Jing ; Henriksson, Aron

BMC medical informatics and decision making, 2016-07, Vol.16 Suppl 2 (Suppl 2), p.71-71, Article 71 [Periódico revisado por pares]

England: BioMed Central Ltd

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10
A Data-Driven Framework for Automated Requirements Elicitation from Heterogeneous Digital Sources
A Data-Driven Framework for Automated Requirements Elicitation from Heterogeneous Digital Sources
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A Data-Driven Framework for Automated Requirements Elicitation from Heterogeneous Digital Sources

Henriksson, Aron ; Zdravkovic, Jelena Bork, Dominik ; Grabis, Jānis

Lecture Notes in Business Information Processing, 2020, Vol.LNBIP-400, p.351-365

Cham: Springer International Publishing

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