Venet Osmani
Orcid: 0000-0001-7306-2972
According to our database1,
Venet Osmani
authored at least 72 papers
between 2006 and 2024.
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Bibliography
2024
Multimodal Variational Autoencoder for Low-cost Cardiac Hemodynamics Instability Detection.
CoRR, 2024
CoRR, 2024
2023
An interpretable deep learning model for time-series electronic health records: Case study of delirium prediction in critical care.
Artif. Intell. Medicine, October, 2023
Deep ROC Analysis and AUC as Balanced Average Accuracy, for Improved Classifier Selection, Audit and Explanation.
IEEE Trans. Pattern Anal. Mach. Intell., 2023
2022
Automatically detecting Crohn's disease and Ulcerative Colitis from endoscopic imaging.
BMC Medical Informatics Decis. Mak., 2022
Inf. Process. Manag., 2022
Mitigating Health Data Poverty: Generative Approaches versus Resampling for Time-series Clinical Data.
CoRR, 2022
2021
Machine learning predicts mortality based on analysis of ventilation parameters of critically ill patients: multi-centre validation.
BMC Medical Informatics Decis. Mak., 2021
Machine learning predicts mortality in septic patients using only routinely available ABG variables: a multi-centre evaluation.
Int. J. Medical Informatics, 2021
Prediction of Blood Lactate Values in Critically Ill Patients: A Retrospective Multi-center Cohort Study.
CoRR, 2021
Deep ROC Analysis and AUC as Balanced Average Accuracy to Improve Model Selection, Understanding and Interpretation.
CoRR, 2021
Participants' Experience and Adherence in Repeated Measurement Studies Among Office-Based Workers.
Proceedings of the UbiComp/ISWC '21: 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2021 ACM International Symposium on Wearable Computers, 2021
2020
Proceedings of the PervasiveHealth '20: 14th EAI International Conference on Pervasive Computing Technologies for Healthcare, 2020
Proceedings of the Digital Personalized Health and Medicine - Proceedings of MIE 2020, Medical Informatics Europe, Geneva, Switzerland, April 28, 2020
2019
J. Ambient Intell. Humaniz. Comput., 2019
Blood lactate concentration prediction in critical care patients: handling missing values.
CoRR, 2019
Natural Language Processing of Clinical Notes on Chronic Diseases: Systematic Review.
CoRR, 2019
2018
Smartphone apps usage patterns as a predictor of perceived stress levels at workplace.
CoRR, 2018
Proceedings of the 12th EAI International Conference on Pervasive Computing Technologies for Healthcare, 2018
2017
Proceedings of the 11th EAI International Conference on Pervasive Computing Technologies for Healthcare, 2017
Proceedings of the 11th EAI International Conference on Pervasive Computing Technologies for Healthcare, 2017
2016
Automatic Stress Detection in Working Environments From Smartphones' Accelerometer Data: A First Step.
IEEE J. Biomed. Health Informatics, 2016
Classification of bipolar disorder episodes based on analysis of voice and motor activity of patients.
Pervasive Mob. Comput., 2016
J. Biomed. Informatics, 2016
2015
Smartphone-Based Recognition of States and State Changes in Bipolar Disorder Patients.
IEEE J. Biomed. Health Informatics, 2015
Pers. Ubiquitous Comput., 2015
EAI Endorsed Trans. Pervasive Health Technol., 2015
IEEE Pervasive Comput., 2015
Proceedings of the 9th International Conference on Pervasive Computing Technologies for Healthcare, 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Proceedings of the Ambient Intelligence for Health - First International Conference, 2015
2014
J. Ambient Intell. Humaniz. Comput., 2014
Mobile Health Systems for Bipolar Disorder: The Relevance of Non-Functional Requirements in MONARCA Project.
Int. J. Handheld Comput. Res., 2014
Tell me your apps and I will tell you your mood: correlation of apps usage with bipolar disorder state.
Proceedings of the 7th International Conference on PErvasive Technologies Related to Assistive Environments, 2014
Correlation of significant places with self-reported state of bipolar disorder patients.
Proceedings of the 4th International Conference on Wireless Mobile Communication and Healthcare: "Transforming healthcare through innovations in mobile and wireless technologies", 2014
From Ubiquitous Computing to Human Aware Networking: Exploiting the Know-how of Ubicomp Research for Improving Networked-User Experience.
Proceedings of the 3rd International Conference on Context-Aware Systems and Applications, 2014
Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2014
Using smart phone mobility traces for the diagnosis of depressive and manic episodes in bipolar patients.
Proceedings of the 5th Augmented Human International Conference, 2014
Proceedings of the Ambient Intelligence, European Conference, 2014
2013
Pers. Ubiquitous Comput., 2013
Proceedings of the 7th International Conference on Pervasive Computing Technologies for Healthcare and Workshops, 2013
Proceedings of the 11th International Conference on Advances in Mobile Computing & Multimedia, 2013
Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2013
2012
Proceedings of the 6th International Conference on Pervasive Computing Technologies for Healthcare, 2012
Proceedings of the 6th International Conference on Pervasive Computing Technologies for Healthcare, 2012
Proceedings of the 2012 IEEE International Conference on Pervasive Computing and Communications, 2012
Proceedings of the Tenth Annual IEEE International Conference on Pervasive Computing and Communications, 2012
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
A Pilot Study of Short-term Effects of Non-sedentary Behaviour on Mood Changes.
Proceedings of the HEALTHINF 2012 - Proceedings of the International Conference on Health Informatics, Vilamoura, Algarve, Portugal, 1, 2012
2011
Correlation between self-reported mood states and objectively measured social interactions at work: A pilot study.
Proceedings of the 5th International Conference on Pervasive Computing Technologies for Healthcare, 2011
Proceedings of the Modeling and Using Context, 2011
Smart Phone Sensing to Examine Effects of Social Interactions and Non-sedentary Work Time on Mood Changes.
Proceedings of the Modeling and Using Context, 2011
Proceedings of the Ambient Media and Systems - Second International ICST Conference, 2011
2010
Pervasive Mob. Comput., 2010
AID-ME: Automatic identification of dressing failures through monitoring of patients and activity Evaluation.
Proceedings of the 4th International Conference on Pervasive Computing Technologies for Healthcare, 2010
Tuning to your position: FM radio based indoor localization with spontaneous recalibration.
Proceedings of the Eigth Annual IEEE International Conference on Pervasive Computing and Communications, 2010
Proceedings of the UbiComp 2010: Ubiquitous Computing, 12th International Conference, 2010
2009
Proceedings of the 3rd International Conference on Pervasive Computing Technologies for Healthcare, 2009
Proceedings of the 3rd International Conference on Pervasive Computing Technologies for Healthcare, 2009
Proceedings of the Mobile Wireless Middleware, 2009
2008
Human activity recognition in pervasive health-care: Supporting efficient remote collaboration.
J. Netw. Comput. Appl., 2008
2007
Proceedings of the 66th IEEE Vehicular Technology Conference, 2007
Self-organising object networks using context zones for distributed activity recognition.
Proceedings of the 2nd International ICST Conference on Body Area Networks, 2007
2006
A Distributed Hierarchical Structure for Object Networks Supporting Human Activity Recognition.
Proceedings of the Autonomic Management of Mobile Multimedia Services, 2006