Deepika Verma

Publications

Verma, Deepika. (2022) Using Case-Based Reasoning for Creating Intelligent Systems in Healthcare. 2022. ISBN 978-82-326-5426-0.
Doctoral dissertation
Verma, Deepika; Jansen, Duncan; Bach, Kerstin; Poel, Mannes; Mork, Paul Jarle; Oude Nijeweme d’Hollosy, Wendy. (2022) Exploratory application of machine learning methods on patient reported data in the development of supervised models for predicting outcomes. BMC Medical Informatics and Decision Making. volum 22 (1).
Academic article

Verma, Deepika; Bach, Kerstin; Mork, Paul Jarle. (2021) Application of Machine Learning Methods on Patient Reported Outcome Measurements for Predicting Outcomes: A Literature Review. Informatics. volum 8 (3).
Academic article
Verma, Deepika; Bach, Kerstin; Mork, Paul Jarle. (2021) Using Automated Feature Selection for Building Case-Based Reasoning Systems: An Example from Patient-Reported Outcome Measurements. Artificial Intelligence XXXVIII, 41st SGAI International Conference on Artificial Intelligence.
Academic chapter/article/Conference paper

Verma, Deepika; Bach, Kerstin; Mork, Paul Jarle. (2020) Clustering of Physical Behaviour Profiles using Knowledge-intensive Similarity Measures. Proceedings of the 12th International Conference on Agents and Artificial Intelligence - (Volume 2).
Academic chapter/article/Conference paper

Verma, Deepika. (2019) Activity profiling and phenotypes of physical activity and sleep. CEUR Workshop Proceedings. volum 2567.
Academic article
Verma, Deepika; Bach, Kerstin; Mork, Paul Jarle. (2019) Similarity measure development for case-based reasoning-a data-driven approach. Communications in Computer and Information Science. volum 1056 CCIS.
Academic article

Verma, Deepika; Bach, Kerstin; Mork, Paul Jarle. (2021) Using Automated Feature Selection for Building Case-Based Reasoning Systems: An Example from Patient-Reported Outcome Measurements. Artificial Intelligence XXXVIII, 41st SGAI International Conference on Artificial Intelligence.
Academic chapter/article/Conference paper
Verma, Deepika; Bach, Kerstin; Mork, Paul Jarle. (2020) Clustering of Physical Behaviour Profiles using Knowledge-intensive Similarity Measures. Proceedings of the 12th International Conference on Agents and Artificial Intelligence - (Volume 2).
Academic chapter/article/Conference paper

Verma, Deepika. (2022) Using Case-Based Reasoning for Creating Intelligent Systems in Healthcare. 2022. ISBN 978-82-326-5426-0.
Doctoral dissertation