Publications

Pilot 12: Radiology workflows

06/10/2019

Poster at BigMedilytics event: “Big Data: Fueling the transformation of Europe’s Healthcare Sector”. September 4-5, 2019, Valencia, Spain

Pilot 11: Asset management

05/10/2019

Poster at BigMedilytics event: “Big Data: Fueling the transformation of Europe’s Healthcare Sector”. September 4-5, 2019, Valencia, Spain

Pilot 10: Sepsis management

04/10/2019

Poster at BigMedilytics event: “Big Data: Fueling the transformation of Europe’s Healthcare Sector”. September 4-5, 2019, Valencia, Spain

Pillot 9: Stroke management

04/10/2019

Poster at BigMedilytics event: “Big Data: Fueling the transformation of Europe’s Healthcare Sector”. September 4-5, 2019, Valencia, Spain

Pillot 8: Breast cancer

04/10/2019

Poster at the BigMedilytics event: “Big Data: Fueling the transformation of Europe’s Healthcare Sector”. September 4-5, 2019, Valencia, Spain

Pilot 7: Lung cancer

04/10/2019

Poster at BigMedilytics event: “Big Data: Fueling the transformation of Europe’s Healthcare Sector”. September 4-5, 2019, Valencia, Spain

Pilot 6: Prostate cancer

04/10/2019

Poster at BigMedilytics event: “Big Data: Fueling the transformation of Europe’s Healthcare Sector”. September 4-5, 2019, Valencia, Spain

Pilot 5: Heart failure

04/10/2019

Poster at BigMedilytics event: “Big Data: Fueling the transformation of Europe’s Healthcare Sector”. September 4-5, 2019, Valencia, Spain

Pilot 4: COPD / Asthma

04/10/2019

Poster at BigMedilytics event: “Big Data: Fueling the transformation of Europe’s Healthcare Sector”. September 4-5, 2019, Valencia, Spain

Pilot 3: Diabetes

04/10/2019

Poster at BigMedilytics event: “Big Data: Fueling the transformation of Europe’s Healthcare Sector”. September 4-5, 2019, Valencia, Spain

Pilot 2: Kidney disease

04/10/2019

Poster at BigMedilytics event: “Big Data: Fueling the transformation of Europe’s Healthcare Sector”. September 4-5, 2019, Valencia, Spain

Pilot 1: Comorbidities

30/09/2019

Poster at BigMedilytics event: “Big Data: Fueling the transformation of Europe’s Healthcare Sector”. September 4-5, 2019, Valencia, Spain

MoRTy: Unsupervised Learning of Task-specialized Word Embeddings by Autoencoding

31/08/2019

Rethmeier N, Plank B. MoRTy: Unsupervised Learning of Task-specialized Word Embeddings by Autoencoding. Proceedings of the 4th Workshop on Representation Learning for NLP (RepL4NLP-2019), 2019, Page(s) 49-54. DOI: 10.18653/v1/w19-4307

Exploring Diachronic Changes of Biomedical Knowledge using Distributed Concept Representations

31/08/2019

Vashisth G, Voigt-Antons J-N, Mikhailov M, Roller R. Exploring Diachronic Changes of Biomedical Knowledge using Distributed Concept Representations. Proceedings of the 18th BioNLP Workshop and Shared Task, 2019, Page(s) 348-358. DOI: 10.18653/v1/w19-5037

Knowledge Distillation from Machine Learning Models for Prediction of Hemodialysis Outcome

30/06/2019

Freitas da Cruz, H., Horschig, S., Nusshag, C., Schapranow, M.-P. (2019). Knowledge Distillation from Machine Learning Models for Prediction of Hemodialysis Outcomes. International Journal On Advances in Life Sciences, 11 (12), 33-43.

External Validation of a “Black-Box” Clinical Predictive Model in Nephrology: Can Interpretability Methods Help Illuminate Performance Differences?

30/05/2019

da Cruz H.F., Pfahringer B., Schneider F., Meyer A., Schapranow MP. (2019) External Validation of a “Black-Box” Clinical Predictive Model in Nephrology: Can Interpretability Methods Help Illuminate Performance Differences? In: Riaño D., Wilk S., ten Teije A. (eds) Artificial Intelligence in Medicine. AIME 2019. Lecture Notes in Computer Science, vol 11526. Springer, Cham

Enabling analytics on sensitive medical data with secure multi-party computation

21/10/2018

Veeningen M, Chatterjea S, Horváth AZ, Spindler G, Boersma E, van der Spek P, van der Galiën O, Gutteling J, Kraaij W, Veugen T. Enabling analytics on sensitive medical data with secure multi-party computation. Stud Health Technol Inform. 2018;247:76-80. doi:10.3233/978-1-61499-852-5-76

Deep Learning in Information Security

13/09/2018

Thaler S, Menkovski V, Petkovic M. Deep Learning in Information Security.