Hercules Dalianis - Publications, H-index & Citations

Hercules Dalianis

Royal Institute of Technology

30H指数

173论文数

3.4K被引数

收录论文 15

发表时间

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

BMC MEDICAL INFORMATICS AND DECISION MAKING

IF3.8

2024-06-12

OAAI

Vakili, Thomas; Henriksson, Aron; Dalianis, Hercules

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

SCIENTIFIC REPORTS

IF3.9

2023-07-20

OAAI

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

Implementation of specialised attention mechanisms: ICD-10 classification of Gastrointestinal discharge summaries in English, Spanish and Swedish

JOURNAL OF BIOMEDICAL INFORMATICS

IF4.5

2022-06-01

OAAI

Blanco, Alberto; Remmer, Sonja; Perez, Alicia; Dalianis, Hercules; Casillas, Arantza

Peripheral Oxygen Saturation Facilitates Assessment of Respiratory Dysfunction in the Sequential Organ Failure Assessment Score With Implications for the Sepsis-3 Criteria

CRITICAL CARE MEDICINE

IF6

2021-08-18

PREAI

Valik, John Karlsson; Mellhammar, Lisa; Sunden-Cullberg, Jonas; Ward, Logan; Unge, Christian; Dalianis, Hercules; Henriksson, Aron; Stralin, Kristoffer; Linder, Adam; Naucler, Pontus

The accuracy of fully automated algorithms for surveillance of healthcare-associated urinary tract infections in hospitalized patients 住院患者医疗保健相关尿路感染监测的全自动算法的准确性

JOURNAL OF HOSPITAL INFECTION

IF3.1

2021-04-01

OAAI

van der Werff, S. D.; Thiman, E.; Tanushi, H.; Valik, J. K.; Henriksson, A.; Ul Alam, M.; Dalianis, H.; Ternhag, A.; Naucler, P.

Challenges and opportunities beyond structured data in analysis of electronic health records

WILEY INTERDISCIPLINARY REVIEWS-COMPUTATIONAL STATISTICS

IF5.4

2021-02-14

103

OAAI

Tayefi, Maryam; Ngo, Phuong; Chomutare, Taridzo; Dalianis, Hercules; Salvi, Elisa; Budrionis, Andrius; Godtliebsen, Fred

Validation of automated sepsis surveillance based on the Sepsis-3 clinical criteria against physician record review in a general hospital population: observational study using electronic health records data

BMJ QUALITY & SAFETY

IF6.5

2020-02-06

OAAI

Valik, John Karlsson; Ward, Logan; Tanushi, Hideyuki; Mullersdorf, Kajsa; Ternhag, Anders; Aufwerber, Ewa; Farnert, Anna; Johansson, Anders F.; Mogensen, Mads Lause; Pickering, Brian; Dalianis, Hercules; Henriksson, Aron; Herasevich, Vitaly; Naucler, Pontus

Semi-supervised medical entity recognition: A study on Spanish and Swedish clinical corpora

JOURNAL OF BIOMEDICAL INFORMATICS

IF4.5

2017-07-01

PREAI

Perez, Alicia; Weegar, Rebecka; Casillas, Arantza; Gojenola, Koldo; Oronoz, Maite; Dalianis, Hercules

AUTOMATIC EXTRACTION AND CLASSIFICATION OF PATIENTS' SMOKING STATUS FROM FREE TEXT USING NATURAL LANGUAGE PROCESSING

VALUE IN HEALTH

IF6

2016-11-01

OAAI

Caccamisi, A.; JorgensenJorgensen, L.; Dalianis, H.; Rosenlund, M.