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  1. Employees

Språkvelger

Norsk

Deepika Verma

Deepika Verma


deepika.verma@ntnu.no
IT-bygget, Gløshaugen
Publications

Publications

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  • See all publications in Cristin

2023

  • Verma, Deepika; Bach, Kerstin; Mork, Paul Jarle. (2023) External validation of prediction models for patient-reported outcome measurements collected using the selfBACK mobile app. International Journal of Medical Informatics. volum 170.
    Academic article

2022

  • 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

2021

  • 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

2020

  • 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

2019

  • 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

2018

  • Verma, Deepika; Bach, Kerstin; Mork, Paul Jarle. (2018) Modelling Similarity for Comparing Physical Activity Profiles - A Data-Driven Approach. Lecture Notes in Computer Science (LNCS). volum 11156 LNAI.
    Academic article

Journal publications

  • Verma, Deepika; Bach, Kerstin; Mork, Paul Jarle. (2023) External validation of prediction models for patient-reported outcome measurements collected using the selfBACK mobile app. International Journal of Medical Informatics. volum 170.
    Academic article
  • 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. (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. (2018) Modelling Similarity for Comparing Physical Activity Profiles - A Data-Driven Approach. Lecture Notes in Computer Science (LNCS). volum 11156 LNAI.
    Academic article

Part of book/report

  • 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

Report

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