1. Challenges and opportunities beyond structured data in analysis of electronic health records. (14th February 2021) Authors: Tayefi, Maryam; Ngo, Phuong; Chomutare, Taridzo; Dalianis, Hercules; Salvi, Elisa; Budrionis, Andrius; Godtliebsen, Fred Journal: Wiley interdisciplinary reviews Issue: Volume 13:Number 6(2021) Page Start: n/a Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
2. Detecting hospital-acquired infections: A document classification approach using support vector machines and gradient tree boosting. (March 2018) Authors: Ehrentraut, Claudia; Ekholm, Markus; Tanushi, Hideyuki; Tiedemann, Jörg; Dalianis, Hercules Journal: Health informatics journal Issue: Volume 24:Number 1(2018) Page Start: 24 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
3. Ensembles of randomized trees using diverse distributed representations of clinical events. Issue 2 (July 2016) Authors: Henriksson, Aron; Zhao, Jing; Dalianis, Hercules; Boström, Henrik Journal: BMC medical informatics and decision making Issue: Volume 16:Issue 2(2016) Page Start: 85 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
4. HAI-Proactive: Development of an Automated Surveillance System for Healthcare-Associated Infections in Sweden. (October 2020) Authors: Naucler, Pontus; Werff, Suzanne D. van der; Valik, John; Ward, Logan; Ternhag, Anders; Tanushi, Hideyuki; Mougkou, Aikaterini; Sparrelid, Elda; Mogensen, Mads; Henriksson, Aron; Dalianis, Hercules; Pickering, Brian; Herasevich, Vitaly; Johansson, Anders; Thiman, Emil Journal: Infection control and hospital epidemiology Issue: Volume 41(2020)Supplement 1 Page Start: s39 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
5. Knowledge patterns for online health portal development. (December 2019) Authors: Andrenucci, Andrea; Dalianis, Hercules; Velupillai, Sumithra Journal: Health informatics journal Issue: Volume 25:Number 4(2019) Page Start: 1779 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
6. Louhi 2014: Special issue on health text mining and information analysis. Issue 2 (December 2015) Authors: Velupillai, Sumithra; Duneld, Martin; Henriksson, Aron; Kvist, Maria; Skeppstedt, Maria; Dalianis, Hercules Journal: BMC medical informatics and decision making Issue: Volume 15:Issue 2(2015) Page Start: 1 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
7. Natural language processing and machine learning to enable automatic extraction and classification of patients' smoking status from electronic medical records. (1st October 2020) Authors: Caccamisi, Andrea; Jørgensen, Leif; Dalianis, Hercules; Rosenlund, Mats Journal: Upsala journal of medical sciences Issue: Volume 125:Number 4(2020) Page Start: 316 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
8. Peripheral Oxygen Saturation Facilitates Assessment of Respiratory Dysfunction in the Sequential Organ Failure Assessment Score With Implications for the Sepsis-3 Criteria. Issue 3 (18th August 2021) Authors: Valik, John Karlsson; Mellhammar, Lisa; Sundén-Cullberg, Jonas; Ward, Logan; Unge, Christian; Dalianis, Hercules; Henriksson, Aron; Strålin, Kristoffer; Linder, Adam; Nauclér, Pontus Journal: Critical care medicine Issue: Volume 50:Issue 3(2022) Page Start: e272 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
9. Peripheral Oxygen Saturation Facilitates Assessment of Respiratory Dysfunction in the Sequential Organ Failure Assessment Score With Implications for the Sepsis-3 Criteria. Issue 3 (March 2022) Authors: Valik, John Karlsson; Mellhammar, Lisa; Sundén-Cullberg, Jonas; Ward, Logan; Unge, Christian; Dalianis, Hercules; Henriksson, Aron; Strålin, Kristoffer; Linder, Adam; Nauclér, Pontus Journal: Critical care medicine Issue: Volume 50:Issue 3(2022) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
10. The accuracy of fully automated algorithms for surveillance of healthcare-onset Clostridioides difficile infections in hospitalized patients. Issue 1 (16th March 2022) Authors: van der Werff, Suzanne Desirée; Fritzing, Mikael; Tanushi, Hideyuki; Henriksson, Aron; Dalianis, Hercules; Ternhag, Anders; Färnert, Anna; Nauclér, Pontus Journal: Antimicrobial stewardship & healthcare epidemiology Issue: Volume 2:Issue 1(2022) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗