Venet Osmani

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 28

Top Topics

Automatic Processing

Machine Learning

Top Venues

PervasiveHealth

J. Ambient Intell. Humaniz. Comput.

IEEE J. Biomed. Health Informatics

Publications

Wenrui Fan, Mohammod Naimul Islam Suvon, Shuo Zhou, Xianyuan Liu, Samer Alabed, Venet Osmani, Andrew J. Swift, Chen Chen, Haiping Lu
MeDSLIP: Medical Dual-Stream Language-Image Pre-training for Fine-grained Alignment. CoRR (2024)
Md. Naimul Islam Suvon, Prasun C. Tripathi, Wenrui Fan, Shuo Zhou, Xianyuan Liu, Samer Alabed, Venet Osmani, Andrew J. Swift, Chen Chen, Haiping Lu
Multimodal Variational Autoencoder for Low-cost Cardiac Hemodynamics Instability Detection. CoRR (2024)
Seyedmostafa Sheikhalishahi, Anirban Bhattacharyya, Leo Anthony Celi, Venet Osmani
An interpretable deep learning model for time-series electronic health records: Case study of delirium prediction in critical care. Artif. Intell. Medicine 144 (2023)
André M. Carrington, Douglas G. Manuel, Paul W. Fieguth, Tim Ramsay, Venet Osmani, Bernhard Wernly, Carol Bennett, Steven Hawken, Olivia Magwood, Yusuf Sheikh, Matthew McInnes, Andreas Holzinger
Deep ROC Analysis and AUC as Balanced Average Accuracy, for Improved Classifier Selection, Audit and Explanation. IEEE Trans. Pattern Anal. Mach. Intell. 45 (1) (2023)
Marco Chierici, Nicolae Puica, Matteo Pozzi, Antonello Capistrano, Marcello Dorian Donzella, Antonio Colangelo, Venet Osmani, Giuseppe Jurman
Automatically detecting Crohn's disease and Ulcerative Colitis from endoscopic imaging. BMC Medical Informatics Decis. Mak. (6) (2022)
Raffaele Marchesi, Nicolo Micheletti, Giuseppe Jurman, Venet Osmani
Mitigating Health Data Poverty: Generative Approaches versus Resampling for Time-series Clinical Data. CoRR (2022)
Sergio Muñoz, Carlos Angel Iglesias, Oscar Mayora, Venet Osmani
Prediction of stress levels in the workplace using surrounding stress. Inf. Process. Manag. 59 (6) (2022)
Behrooz Mamandipoor, Fernando Frutos-Vivar, Oscar Peñuelas, Richard Rezar, Konstantinos Raymondos, Alfonso Muriel, Bin Du, Arnaud W. Thille, Fernando Rios, Marco González, Lorenzo del-Sorbo, María Del Carmen Marín, Bruno Valle Pinheiro, Marco Antonio Soares, Nicolas Nin, Salvatore M. Maggiore, Andrew Bersten, Malte Kelm, Raphael Romano Bruno, Pravin Amin, Nahit Cakar, Gee Young Suh, Fekri Abroug, Manuel Jibaja, Dimitros Matamis, Amine Ali Zeggwagh, Yuda Sutherasan, Antonio Anzueto, Bernhard Wernly, Andrés Esteban, Christian Jung, Venet Osmani
Machine learning predicts mortality based on analysis of ventilation parameters of critically ill patients: multi-centre validation. BMC Medical Informatics Decis. Mak. 21 (1) (2021)
Alban Maxhuni, Pablo Hernandez-Leal, Eduardo F. Morales, Luis Enrique Sucar, Venet Osmani, Oscar Mayora
Unobtrusive Stress Assessment Using Smartphones. IEEE Trans. Mob. Comput. 20 (6) (2021)
André M. Carrington, Douglas G. Manuel, Paul W. Fieguth, Tim Ramsay, Venet Osmani, Bernhard Wernly, Carol Bennett, Steven Hawken, Matthew McInnes, Olivia Magwood, Yusuf Sheikh, Andreas Holzinger
Deep ROC Analysis and AUC as Balanced Average Accuracy to Improve Model Selection, Understanding and Interpretation. CoRR (2021)
Junos Lukan, Larissa Bolliger, Els Clays, Oscar Mayora, Venet Osmani, Mitja Lustrek
Participants' Experience and Adherence in Repeated Measurement Studies Among Office-Based Workers. UbiComp/ISWC Adjunct (2021)
Bernhard Wernly, Behrooz Mamandipoor, Philipp Baldia, Christian Jung, Venet Osmani
Machine learning predicts mortality in septic patients using only routinely available ABG variables: a multi-centre evaluation. Int. J. Medical Informatics 145 (2021)
Behrooz Mamandipoor, Wesley Yeung, Louis Agha-Mir-Salim, David J. Stone, Venet Osmani, Leo Anthony Celi
Prediction of Blood Lactate Values in Critically Ill Patients: A Retrospective Multi-center Cohort Study. CoRR (2021)
Behrooz Mamandipoor, Mahshid Majd, Monica Moz, Venet Osmani
Blood Lactate Concentration Prediction in Critical Care. MIE (2020)
Aleksandr Talitckii, Anna Anikina, Ekaterina Kovalenko, Oscar Mayora, Venet Osmani, Olga Zimniakova, Maxim Semenov, Ekaterina Bril, Dmitry V. Dylov, Andrey Somov
Data-Driven Analysis of Parkinson's Disease and its Detection at an Early Stage. PervasiveHealth (2020)
Behrooz Mamandipoor, Mahshid Majd, Monica Moz, Venet Osmani
Blood lactate concentration prediction in critical care patients: handling missing values. CoRR (2019)
Seyedmostafa Sheikhalishahi, Riccardo Miotto, Joel T. Dudley, Alberto Lavelli, Fabio Rinaldi, Venet Osmani
Natural Language Processing of Clinical Notes on Chronic Diseases: Systematic Review. CoRR (2019)
Seyedmostafa Sheikhalishahi, Vevake Balaraman, Venet Osmani
Benchmarking machine learning models on eICU critical care dataset. CoRR (2019)
Elias Ruiz, Venet Osmani, Luis Enrique Sucar, Oscar Mayora
Detecting dressing failures using temporal-relational visual grammars. J. Ambient Intell. Humaniz. Comput. 10 (7) (2019)
Raihana Ferdous, Venet Osmani, Oscar Mayora
Smartphone apps usage patterns as a predictor of perceived stress levels at workplace. CoRR (2018)
Venet Osmani, Li Li, Matteo Danieletto, Benjamin S. Glicksberg, Joel Dudley, Oscar Mayora
Automatic processing of Electronic Medical Records using Deep Learning. PervasiveHealth (2018)
Venet Osmani, Li Li, Matteo Danieletto, Benjamin S. Glicksberg, Joel Dudley, Oscar Mayora
Processing of Electronic Health Records using Deep Learning: A review. CoRR (2018)
Venet Osmani, Stefano Forti, Oscar Mayora, Diego Conforti
Enabling Prescription-based Health Apps. CoRR (2017)
Venet Osmani, Stefano Forti, Oscar Mayora, Diego Conforti
Enabling prescription-based health apps. PervasiveHealth (2017)
Venet Osmani, Stefano Forti, Oscar Mayora, Diego Conforti
Challenges and opportunities in evolving TreC personal health record platform. PervasiveHealth (2017)
Enrique Garcia-Ceja, Venet Osmani, Oscar Mayora
Automatic Stress Detection in Working Environments From Smartphones' Accelerometer Data: A First Step. IEEE J. Biomed. Health Informatics 20 (4) (2016)
Alban Maxhuni, Angélica Muñoz-Meléndez, Venet Osmani, Humberto Perez, Oscar Mayora, Eduardo F. Morales
Classification of bipolar disorder episodes based on analysis of voice and motor activity of patients. Pervasive Mob. Comput. 31 (2016)
Alban Maxhuni, Pablo Hernandez-Leal, Luis Enrique Sucar, Venet Osmani, Eduardo F. Morales, Oscar Mayora
Stress modelling and prediction in presence of scarce data. J. Biomed. Informatics 63 (2016)
Enrique Garcia-Ceja, Venet Osmani, Oscar Mayora
Automatic Stress Detection in Working Environments from Smartphones' Accelerometer Data: A First Step. CoRR (2015)
Pablo Hernandez-Leal, Alban Maxhuni, Luis Enrique Sucar, Venet Osmani, Eduardo F. Morales, Oscar Mayora
Stress Modelling Using Transfer Learning in Presence of Scarce Data. AmIHEALTH (2015)
Franz Gravenhorst, Venet Osmani, Bert Arnrich, Amir Muaremi
Exploring the link between behaviour and health. Pers. Ubiquitous Comput. 19 (2) (2015)
Venet Osmani
Smartphones in Mental Health: Detecting Depressive and Manic Episodes. IEEE Pervasive Comput. 14 (3) (2015)
Franz Gravenhorst, Amir Muaremi, Jakob E. Bardram, Agnes Grünerbl, Oscar Mayora, Gabriel Wurzer, Mads Frost, Venet Osmani, Bert Arnrich, Paul Lukowicz, Gerhard Tröster
Mobile phones as medical devices in mental disorder treatment: an overview. Pers. Ubiquitous Comput. 19 (2) (2015)
Asimina Kiourti, Venet Osmani
Welcome message from the Editors. EAI Endorsed Trans. Pervasive Health Technol. 1 (1) (2015)
Raihana Ferdous, Venet Osmani, Oscar Mayora
Smartphone app usage as a predictor of perceived stress levels at workplace. PervasiveHealth (2015)
Venet Osmani, Agnes Grünerbl, Gernot Bahle, Christian Haring, Paul Lukowicz, Oscar Mayora
Smartphones in Mental Health: Detecting Depressive and Manic Episodes. CoRR (2015)
Raihana Ferdous, Venet Osmani, Jessica Beltrán-Márquez, Oscar Mayora
Investigating correlation between verbal interactions and perceived stress. EMBC (2015)
Agnes Grünerbl, Amir Muaremi, Venet Osmani, Gernot Bahle, Stefan Ohler, Gerhard Tröster, Oscar Mayora, Christian Haring, Paul Lukowicz
Smartphone-Based Recognition of States and State Changes in Bipolar Disorder Patients. IEEE J. Biomed. Health Informatics 19 (1) (2015)
Venet Osmani, Iacopo Carreras, Aleksandar Matic, Piret Saar
An analysis of distance estimation to detect proximity in social interactions. J. Ambient Intell. Humaniz. Comput. 5 (3) (2014)
Agnes Grünerbl, Venet Osmani, Gernot Bahle, José C. Carrasco-Jiménez, Stefan Oehler, Oscar Mayora, Christian Haring, Paul Lukowicz
Using smart phone mobility traces for the diagnosis of depressive and manic episodes in bipolar patients. AH (2014)
Oscar Mayora, Mads Frost, Bert Arnrich, Franz Gravenhorst, Agnes Grünerbl, Amir Muaremi, Venet Osmani, Alessandro Puiatti, Nina Reichwaldt, Corinna Scharnweber, Gerhard Tröster
Mobile Health Systems for Bipolar Disorder: The Relevance of Non-Functional Requirements in MONARCA Project. Int. J. Handheld Comput. Res. 5 (1) (2014)
Matthia Sabatelli, Venet Osmani, Oscar Mayora, Agnes Grünerbl, Paul Lukowicz
Correlation of significant places with self-reported state of bipolar disorder patients. MobiHealth (2014)
Aleksandar Matic, Venet Osmani, Oscar Mayora-Ibarra
Mobile monitoring of formal and informal social interactions at workplace. UbiComp Adjunct (2014)
Jorge Alvarez-Lozano, Venet Osmani, Oscar Mayora-Ibarra, Mads Frost, Jakob E. Bardram, Maria Faurholt-Jepsen, Lars Vedel Kessing
Tell me your apps and I will tell you your mood: correlation of apps usage with bipolar disorder state. PETRA (2014)
Oscar Mayora, Venet Osmani
From Ubiquitous Computing to Human Aware Networking: Exploiting the Know-how of Ubicomp Research for Improving Networked-User Experience. ICCASA (2014)
Enrique Garcia-Ceja, Venet Osmani, Alban Maxhuni, Oscar Mayora
Detecting Walking in Synchrony Through Smartphone Accelerometer and Wi-Fi Traces. AmI (2014)
Bert Arnrich, Venet Osmani, Jakob E. Bardram
Mental health and the impact of ubiquitous technologies. Pers. Ubiquitous Comput. 17 (2) (2013)
Mary Czerwinski, Oscar Mayora, Paul Lukowicz, Andrew Campbell, Venet Osmani
Preface. PervasiveHealth (2013)
Venet Osmani, Alban Maxhuni, Agnes Grünerbl, Paul Lukowicz, Christian Haring, Oscar Mayora
Monitoring activity of patients with bipolar disorder using smart phones. MoMM (2013)
Aleksandar Matic, Venet Osmani, Oscar Mayora
Trade-offs in monitoring social interactions. IEEE Commun. Mag. 51 (7) (2013)
Andrei Popleteev, Venet Osmani, Oscar Mayora
Investigation of indoor localization with ambient FM radio stations. CoRR (2013)
Aleksandar Matic, Alban Maxhuni, Venet Osmani, Oscar Mayora
Virtual uniforms: using sound frequencies for grouping individuals. UbiComp (Adjunct Publication) (2013)
Andrei Popleteev, Venet Osmani, Rosa Maimone, Silvia Gabrielli, Oscar Mayora
Mobile stress treatment: The interstress approach. PervasiveHealth (2012)
Aleksandar Matic, Venet Osmani, Alban Maxhuni, Oscar Mayora
Multi-modal mobile sensing of social interactions. PervasiveHealth (2012)
Aleksandar Matic, Venet Osmani, Oscar Mayora
Speech activity detection using accelerometer. EMBC (2012)
Iacopo Carreras, Aleksandar Matic, Piret Saar, Venet Osmani
Comm2Sense: Detecting proximity through smartphones. PerCom Workshops (2012)
Aleksandar Matic, Venet Osmani, Andrei Popleteev, Oscar Mayora-Ibarra
A Pilot Study of Short-term Effects of Non-sedentary Behaviour on Mood Changes. HEALTHINF (2012)
Andrei Popleteev, Venet Osmani, Oscar Mayora
Investigation of indoor localization with ambient FM radio stations. PerCom (2012)
Aleksandar Matic, Venet Osmani, Oscar Mayora-Ibarra
Analysis of Social Interactions Through Mobile Phones. Mob. Networks Appl. 17 (6) (2012)
Andrei Popleteev, Venet Osmani, Oscar Mayora, Aleksandar Matic
Indoor Localization Using Audio Features of FM Radio Signals. CONTEXT (2011)
Aleksandar Matic, Venet Osmani, Oscar Mayora
RFID-Based System for Tracking People: Approaches to Tagging Demented Patients. AMBI-SYS (2011)
Alban Maxhuni, Aleksandar Matic, Venet Osmani, Oscar Mayora-Ibarra
Correlation between self-reported mood states and objectively measured social interactions at work: A pilot study. PervasiveHealth (2011)
Aleksandar Matic, Venet Osmani, Andrei Popleteev, Oscar Mayora-Ibarra
Smart Phone Sensing to Examine Effects of Social Interactions and Non-sedentary Work Time on Mood Changes. CONTEXT (2011)
Bert Arnrich, Venet Osmani, Giuseppe Riva, Jakob E. Bardram
UbiHealth 2010: the 5th international workshop on ubiquitous health and wellness. UbiComp (Adjunct Papers) (2010)
Andrei Papliatseyeu, Venet Osmani, Oscar Mayora
Indoor Positioning Using FM Radio. Int. J. Handheld Comput. Res. 1 (3) (2010)
Aleksandar Matic, Priyal Mehta, James M. Rehg, Venet Osmani, Oscar Mayora
AID-ME: Automatic identification of dressing failures through monitoring of patients and activity Evaluation. PervasiveHealth (2010)
Aleksandar Matic, Andrei Popleteev, Venet Osmani, Oscar Mayora-Ibarra
FM radio for indoor localization with spontaneous recalibration. Pervasive Mob. Comput. 6 (6) (2010)
Aleksandar Matic, Andrei Papliatseyeu, Venet Osmani, Oscar Mayora-Ibarra
Tuning to your position: FM radio based indoor localization with spontaneous recalibration. PerCom (2010)
Andrei Papliatseyeu, Niko Kotilainen, Oscar Mayora, Venet Osmani
FINDR: Low-Cost Indoor Positioning Using FM Radio. MOBILWARE (2009)
Aleksandar Matic, Venet Osmani
Technologies to monitor cognitive decline a preliminary case study. PervasiveHealth (2009)
Venet Osmani, Daqing Zhang, Sasitharan Balasubramaniam
Human activity recognition supporting context-appropriate reminders for elderly. PervasiveHealth (2009)
Venet Osmani, Sasitharan Balasubramaniam, Dmitri Botvich
Human activity recognition in pervasive health-care: Supporting efficient remote collaboration. J. Netw. Comput. Appl. 31 (4) (2008)
Venet Osmani, Sasitharan Balasubramaniam, Dmitri Botvich
Self-organising object networks using context zones for distributed activity recognition. BODYNETS (2007)
Venet Osmani, Sasitharan Balasubramaniam, Dmitri Botvich
A Bayesian Network and Rule-Base Approach Towards Activity Inference. VTC Fall (2007)
Venet Osmani, Sasitharan Balasubramaniam, Tao Gu
A Distributed Hierarchical Structure for Object Networks Supporting Human Activity Recognition. MMNS (2006)