A Distributed Hierarchical Structure for Object Networks Supporting Human Activity Recognition. - Venet Osmani; Sasitharan Balasubramaniam; Tao Gu 001 (MMNS, 2006)

Self-organising object networks using context zones for distributed activity recognition. - Venet Osmani; Sasitharan Balasubramaniam; Dmitri Botvich (BODYNETS, 2007)

A Bayesian Network and Rule-Base Approach Towards Activity Inference. - Venet Osmani; Sasitharan Balasubramaniam; Dmitri Botvich (VTC Fall, 2007)

Human activity recognition in pervasive health-care: Supporting efficient remote collaboration. - Venet Osmani; Sasitharan Balasubramaniam; Dmitri Botvich (J. Netw. Comput. Appl., 2008)

FINDR: Low-Cost Indoor Positioning Using FM Radio. - Andrei Papliatseyeu; Niko Kotilainen; Oscar Mayora; Venet Osmani (MOBILWARE, 2009)

Technologies to monitor cognitive decline a preliminary case study. - Aleksandar Matic; Venet Osmani (PervasiveHealth, 2009)

Human activity recognition supporting context-appropriate reminders for elderly. - Venet Osmani; Daqing Zhang 001; Sasitharan Balasubramaniam (PervasiveHealth, 2009)

UbiHealth 2010: the 5th international workshop on ubiquitous health and wellness. - Bert Arnrich; Venet Osmani; Giuseppe Riva 001; Jakob E. Bardram (UbiComp (Adjunct Papers), 2010)

Tuning to your position: FM radio based indoor localization with spontaneous recalibration. - Aleksandar Matic; Andrei Papliatseyeu; Venet Osmani; Oscar Mayora-Ibarra (PerCom, 2010)

AID-ME: Automatic identification of dressing failures through monitoring of patients and activity Evaluation. - Aleksandar Matic; Priyal Mehta; James M. Rehg; Venet Osmani; Oscar Mayora (PervasiveHealth, 2010)

Indoor Positioning Using FM Radio. - Andrei Papliatseyeu; Venet Osmani; Oscar Mayora (Int. J. Handheld Comput. Res., 2010)

FM radio for indoor localization with spontaneous recalibration. - Aleksandar Matic; Andrei Popleteev; Venet Osmani; Oscar Mayora-Ibarra (Pervasive Mob. Comput., 2010)

RFID-Based System for Tracking People: Approaches to Tagging Demented Patients. - Aleksandar Matic; Venet Osmani; Oscar Mayora (AMBI-SYS, 2011)

Smart Phone Sensing to Examine Effects of Social Interactions and Non-sedentary Work Time on Mood Changes. - Aleksandar Matic; Venet Osmani; Andrei Popleteev; Oscar Mayora-Ibarra (CONTEXT, 2011)

Indoor Localization Using Audio Features of FM Radio Signals. - Andrei Popleteev; Venet Osmani; Oscar Mayora; Aleksandar Matic (CONTEXT, 2011)

Correlation between self-reported mood states and objectively measured social interactions at work: A pilot study. - Alban Maxhuni; Aleksandar Matic; Venet Osmani; Oscar Mayora-Ibarra (PervasiveHealth, 2011)

A Pilot Study of Short-term Effects of Non-sedentary Behaviour on Mood Changes. - Aleksandar Matic; Venet Osmani; Andrei Popleteev; Oscar Mayora-Ibarra (HEALTHINF, 2012)

Speech activity detection using accelerometer. - Aleksandar Matic; Venet Osmani; Oscar Mayora (EMBC, 2012)

Comm2Sense: Detecting proximity through smartphones. - Iacopo Carreras; Aleksandar Matic; Piret Saar; Venet Osmani (PerCom Workshops, 2012)

Investigation of indoor localization with ambient FM radio stations. - Andrei Popleteev; Venet Osmani; Oscar Mayora (PerCom, 2012)

Multi-modal mobile sensing of social interactions. - Aleksandar Matic; Venet Osmani; Alban Maxhuni; Oscar Mayora (PervasiveHealth, 2012)

Mobile stress treatment: The interstress approach. - Andrei Popleteev; Venet Osmani; Rosa Maimone; Silvia Gabrielli; Oscar Mayora (PervasiveHealth, 2012)

Analysis of Social Interactions Through Mobile Phones. - Aleksandar Matic; Venet Osmani; Oscar Mayora-Ibarra (Mob. Networks Appl., 2012)

Virtual uniforms: using sound frequencies for grouping individuals. - Aleksandar Matic; Alban Maxhuni; Venet Osmani; Oscar Mayora (UbiComp (Adjunct Publication), 2013)

Monitoring activity of patients with bipolar disorder using smart phones. - Venet Osmani; Alban Maxhuni; Agnes Grünerbl; Paul Lukowicz; Christian Haring; Oscar Mayora (MoMM, 2013)

Preface. - Mary Czerwinski; Oscar Mayora; Paul Lukowicz; Andrew Campbell 001; Venet Osmani (PervasiveHealth, 2013)

Trade-offs in monitoring social interactions. - Aleksandar Matic; Venet Osmani; Oscar Mayora (IEEE Commun. Mag., 2013)

Mental health and the impact of ubiquitous technologies. - Bert Arnrich; Venet Osmani; Jakob E. Bardram (Pers. Ubiquitous Comput., 2013)

Detecting Walking in Synchrony Through Smartphone Accelerometer and Wi-Fi Traces. - Enrique Garcia-Ceja; Venet Osmani; Alban Maxhuni; Oscar Mayora (AmI, 2014)

Using smart phone mobility traces for the diagnosis of depressive and manic episodes in bipolar patients. - Agnes Grünerbl; Venet Osmani; Gernot Bahle; José C. Carrasco-Jiménez; Stefan Oehler; Oscar Mayora; Christian Haring; Paul Lukowicz (AH, 2014)

Mobile monitoring of formal and informal social interactions at workplace. - Aleksandar Matic; Venet Osmani; Oscar Mayora-Ibarra (UbiComp Adjunct, 2014)

From Ubiquitous Computing to Human Aware Networking: Exploiting the Know-how of Ubicomp Research for Improving Networked-User Experience. - Oscar Mayora; Venet Osmani (ICCASA, 2014)

Correlation of significant places with self-reported state of bipolar disorder patients. - Matthia Sabatelli; Venet Osmani; Oscar Mayora; Agnes Grünerbl; Paul Lukowicz (MobiHealth, 2014)

Tell me your apps and I will tell you your mood: correlation of apps usage with bipolar disorder state. - Jorge Alvarez-Lozano; Venet Osmani; Oscar Mayora-Ibarra; Mads Frost; Jakob E. Bardram; Maria Faurholt-Jepsen; Lars Vedel Kessing (PETRA, 2014)

Mobile Health Systems for Bipolar Disorder: The Relevance of Non-Functional Requirements in MONARCA Project. - Oscar Mayora; Mads Frost; Bert Arnrich; Franz Gravenhorst; Agnes Grünerbl; Amir Muaremi; Venet Osmani; Alessandro Puiatti; Nina Reichwaldt; Corinna Scharnweber; Gerhard Tröster (Int. J. Handheld Comput. Res., 2014)

An analysis of distance estimation to detect proximity in social interactions. - Venet Osmani; Iacopo Carreras; Aleksandar Matic; Piret Saar (J. Ambient Intell. Humaniz. Comput., 2014)

Stress Modelling Using Transfer Learning in Presence of Scarce Data. - Pablo Hernandez-Leal; Alban Maxhuni; Luis Enrique Sucar; Venet Osmani; Eduardo F. Morales 001; Oscar Mayora (AmIHEALTH, 2015)

Investigating correlation between verbal interactions and perceived stress. - Raihana Ferdous; Venet Osmani; Jessica Beltrán-Márquez; Oscar Mayora (EMBC, 2015)

Smartphone app usage as a predictor of perceived stress levels at workplace. - Raihana Ferdous; Venet Osmani; Oscar Mayora (PervasiveHealth, 2015)

Smartphones in Mental Health: Detecting Depressive and Manic Episodes. - Venet Osmani; Agnes Grünerbl; Gernot Bahle; Christian Haring; Paul Lukowicz; Oscar Mayora (CoRR, 2015)

Smartphones in Mental Health: Detecting Depressive and Manic Episodes. - Venet Osmani (IEEE Pervasive Comput., 2015)

Welcome message from the Editors. - Asimina Kiourti; Venet Osmani (EAI Endorsed Trans. Pervasive Health Technol., 2015)

Mobile phones as medical devices in mental disorder treatment: an overview. - Franz Gravenhorst; Amir Muaremi; Jakob E. Bardram; Agnes Grünerbl; Oscar Mayora; Gabriel Wurzer; Mads Frost; Venet Osmani; Bert Arnrich; Paul Lukowicz; Gerhard Tröster (Pers. Ubiquitous Comput., 2015)

Exploring the link between behaviour and health. - Franz Gravenhorst; Venet Osmani; Bert Arnrich; Amir Muaremi (Pers. Ubiquitous Comput., 2015)

Smartphone-Based Recognition of States and State Changes in Bipolar Disorder Patients. - Agnes Grünerbl; Amir Muaremi; Venet Osmani; Gernot Bahle; Stefan Ohler; Gerhard Tröster; Oscar Mayora; Christian Haring; Paul Lukowicz (IEEE J. Biomed. Health Informatics, 2015)

Stress modelling and prediction in presence of scarce data. - Alban Maxhuni; Pablo Hernandez-Leal; Luis Enrique Sucar; Venet Osmani; Eduardo F. Morales 001; Oscar Mayora (J. Biomed. Informatics, 2016)

Classification of bipolar disorder episodes based on analysis of voice and motor activity of patients. - Alban Maxhuni; Angélica Muñoz-Meléndez; Venet Osmani; Humberto Perez; Oscar Mayora; Eduardo F. Morales 001 (Pervasive Mob. Comput., 2016)

Automatic Stress Detection in Working Environments From Smartphones' Accelerometer Data: A First Step. - Enrique Garcia-Ceja; Venet Osmani; Oscar Mayora (IEEE J. Biomed. Health Informatics, 2016)

Enabling prescription-based health apps. - Venet Osmani; Stefano Forti 001; Oscar Mayora; Diego Conforti (PervasiveHealth, 2017)

Challenges and opportunities in evolving TreC personal health record platform. - Venet Osmani; Stefano Forti 001; Oscar Mayora; Diego Conforti (PervasiveHealth, 2017)

Automatic processing of Electronic Medical Records using Deep Learning. - Venet Osmani; Li Li 062; Matteo Danieletto; Benjamin S. Glicksberg; Joel Dudley; Oscar Mayora (PervasiveHealth, 2018)

Smartphone apps usage patterns as a predictor of perceived stress levels at workplace. - Raihana Ferdous; Venet Osmani; Oscar Mayora (CoRR, 2018)

Processing of Electronic Health Records using Deep Learning: A review. - Venet Osmani; Li Li 062; Matteo Danieletto; Benjamin S. Glicksberg; Joel Dudley; Oscar Mayora (CoRR, 2018)

Natural Language Processing of Clinical Notes on Chronic Diseases: Systematic Review. - Seyedmostafa Sheikhalishahi; Riccardo Miotto; Joel T. Dudley; Alberto Lavelli; Fabio Rinaldi 001; Venet Osmani (CoRR, 2019)

Benchmarking machine learning models on eICU critical care dataset. - Seyedmostafa Sheikhalishahi; Vevake Balaraman; Venet Osmani (CoRR, 2019)

Blood lactate concentration prediction in critical care patients: handling missing values. - Behrooz Mamandipoor; Mahshid Majd; Monica Moz; Venet Osmani (CoRR, 2019)

Detecting dressing failures using temporal-relational visual grammars. - Elias Ruiz 001; Venet Osmani; Luis Enrique Sucar; Oscar Mayora (J. Ambient Intell. Humaniz. Comput., 2019)

Blood Lactate Concentration Prediction in Critical Care. - Behrooz Mamandipoor; Mahshid Majd; Monica Moz; Venet Osmani (MIE, 2020)

Data-Driven Analysis of Parkinson's Disease and its Detection at an Early Stage. - Aleksandr Talitckii; Anna Anikina; Ekaterina Kovalenko; Oscar Mayora; Venet Osmani; Olga Zimniakova; Maxim Semenov; Ekaterina Bril; Dmitry V. Dylov; Andrey Somov (PervasiveHealth, 2020)

Participants' Experience and Adherence in Repeated Measurement Studies Among Office-Based Workers. - Junos Lukan; Larissa Bolliger; Els Clays; Oscar Mayora; Venet Osmani; Mitja Lustrek (UbiComp/ISWC Adjunct, 2021)

Deep ROC Analysis and AUC as Balanced Average Accuracy to Improve Model Selection, Understanding and Interpretation. - 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 (CoRR, 2021)

Prediction of Blood Lactate Values in Critically Ill Patients: A Retrospective Multi-center Cohort Study. - Behrooz Mamandipoor; Wesley Yeung; Louis Agha-Mir-Salim; David J. Stone; Venet Osmani; Leo Anthony Celi (CoRR, 2021)

Machine learning predicts mortality in septic patients using only routinely available ABG variables: a multi-centre evaluation. - Bernhard Wernly; Behrooz Mamandipoor; Philipp Baldia; Christian Jung 002; Venet Osmani (Int. J. Medical Informatics, 2021)

Machine learning predicts mortality based on analysis of ventilation parameters of critically ill patients: multi-centre validation. - 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; et al. (BMC Medical Informatics Decis. Mak., 2021)

Unobtrusive Stress Assessment Using Smartphones. - Alban Maxhuni; Pablo Hernandez-Leal; Eduardo F. Morales 001; Luis Enrique Sucar; Venet Osmani; Oscar Mayora (IEEE Trans. Mob. Comput., 2021)

Mitigating Health Data Poverty: Generative Approaches versus Resampling for Time-series Clinical Data. - Raffaele Marchesi; Nicolo Micheletti; Giuseppe Jurman; Venet Osmani (CoRR, 2022)

Prediction of stress levels in the workplace using surrounding stress. - Sergio Muñoz; Carlos Angel Iglesias; Oscar Mayora; Venet Osmani (Inf. Process. Manag., 2022)

Automatically detecting Crohn's disease and Ulcerative Colitis from endoscopic imaging. - Marco Chierici; Nicolae Puica; Matteo Pozzi; Antonello Capistrano; Marcello Dorian Donzella; Antonio Colangelo; Venet Osmani; Giuseppe Jurman (BMC Medical Informatics Decis. Mak., 2022)

Deep ROC Analysis and AUC as Balanced Average Accuracy, for Improved Classifier Selection, Audit and Explanation. - 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 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

An interpretable deep learning model for time-series electronic health records: Case study of delirium prediction in critical care. - Seyedmostafa Sheikhalishahi; Anirban Bhattacharyya; Leo Anthony Celi; Venet Osmani (Artif. Intell. Medicine, 2023)

Multimodal Variational Autoencoder for Low-Cost Cardiac Hemodynamics Instability Detection. - Mohammod Naimul Islam Suvon; Prasun C. Tripathi; Wenrui Fan; Shuo Zhou; Xianyuan Liu; Samer Alabed; Venet Osmani; Andrew J. Swift; Chen Chen 042; Haiping Lu (MICCAI (1), 2024)

MeDSLIP: Medical Dual-Stream Language-Image Pre-training for Fine-grained Alignment. - Wenrui Fan; Mohammod Naimul Islam Suvon; Shuo Zhou; Xianyuan Liu; Samer Alabed; Venet Osmani; Andrew J. Swift; Chen Chen 042; Haiping Lu (CoRR, 2024)

Multimodal Lead-Specific Modeling of ECG for Low-Cost Pulmonary Hypertension Assessment. - Md. Naimul Islam Suvon; Shuo Zhou; Prasun C. Tripathi; Wenrui Fan; Samer Alabed; Bishesh Khanal; Venet Osmani; Andrew J. Swift; Chen Chen 042; Haiping Lu (CoRR, 2025)

Identifying Key Challenges of Hardness-Based Resampling. - Pawel Pukowski; Venet Osmani (CoRR, 2025)

Critical Challenges and Guidelines in Evaluating Synthetic Tabular Data: A Systematic Review. - Nazia Nafis; Inaki Esnaola; Alvaro Martinez-Perez; Maria-Cruz Villa-Uriol; Venet Osmani (CoRR, 2025)