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2020 – today
- 2022
[b1]Jonathan Rebane:
Learning from Complex Medical Data Sources. Stockholm University, Sweden, 2022- [j5]Anna Felländer, Jonathan Rebane
, Stefan Larsson, Mattias Wiggberg, Fredrik Heintz:
Achieving a Data-Driven Risk Assessment Methodology for Ethical AI. Digit. Soc. 1(2) (2022) - 2021
- [j4]Jonathan Rebane, Isak Karlsson, Leon Bornemann, Panagiotis Papapetrou:
SMILE: a feature-based temporal abstraction framework for event-interval sequence classification. Data Min. Knowl. Discov. 35(1): 372-399 (2021) - [c5]Jonathan Rebane, Isak Samsten, Panteleimon Pantelidis, Panagiotis Papapetrou:
Assessing the Clinical Validity of Attention-based and SHAP Temporal Explanations for Adverse Drug Event Predictions. CBMS 2021: 235-240 - [i2]Anna Felländer, Jonathan Rebane, Stefan Larsson, Mattias Wiggberg, Fredrik Heintz:
Achieving a Data-driven Risk Assessment Methodology for Ethical AI. CoRR abs/2112.01282 (2021) - 2020
- [j3]Jonathan Rebane, Isak Samsten, Panagiotis Papapetrou:
Exploiting complex medical data with interpretable deep learning for adverse drug event prediction. Artif. Intell. Medicine 109: 101942 (2020) - [j2]Isak Karlsson, Jonathan Rebane, Panagiotis Papapetrou, Aristides Gionis:
Locally and globally explainable time series tweaking. Knowl. Inf. Syst. 62(5): 1671-1700 (2020) - [c4]Zed Lee, Jonathan Rebane, Panagiotis Papapetrou:
Mining Disproportional Frequent Arrangements of Event Intervals for Investigating Adverse Drug Events. CBMS 2020: 289-292
2010 – 2019
- 2019
- [j1]Francesco Bagattini, Isak Karlsson, Jonathan Rebane, Panagiotis Papapetrou:
A classification framework for exploiting sparse multi-variate temporal features with application to adverse drug event detection in medical records. BMC Medical Informatics Decis. Mak. 19(1): 7:1-7:20 (2019) - [c3]Jonathan Rebane, Isak Karlsson, Panagiotis Papapetrou:
An Investigation of Interpretable Deep Learning for Adverse Drug Event Prediction. CBMS 2019: 337-342 - 2018
- [c2]Isak Karlsson, Jonathan Rebane, Panagiotis Papapetrou, Aristides Gionis:
Explainable Time Series Tweaking via Irreversible and Reversible Temporal Transformations. ICDM 2018: 207-216 - [c1]Tobias Meilinger, Agnes Henson, Jonathan Rebane, Heinrich H. Bülthoff, Hanspeter A. Mallot:
Humans Construct Survey Estimates on the Fly from a Compartmentalised Representation of the Navigated Environment. Spatial Cognition 2018: 15-26 - [i1]Isak Karlsson, Jonathan Rebane, Panagiotis Papapetrou, Aristides Gionis:
Explainable time series tweaking via irreversible and reversible temporal transformations. CoRR abs/1809.05183 (2018)
Coauthor Index
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