Venet Osmani - RankMe

81 papers A* 2C 1Journal 42Unranked 35

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Critical Challenges and Guidelines in Evaluating Synthetic Tabular Data: A Systematic Review. CoRR Nazia Nafis, Inaki Esnaola, Alvaro Martinez-Perez, Maria-Cruz Villa-Uriol, Venet Osmani
2025	J	`jnl`	Generative AI mitigates representation bias and improves model fairness through synthetic health data. PLoS Comput. Biol. Raffaele Marchesi, Nicolo Micheletti, Nicholas I-Hsien Kuo, Sebastiano Barbieri, Giuseppe Jurman, Venet Osmani
2025	J	`jnl`	Identifying Key Challenges of Hardness-Based Resampling. CoRR Pawel Pukowski, Venet Osmani
2025	J	`jnl`	Multimodal Lead-Specific Modeling of ECG for Low-Cost Pulmonary Hypertension Assessment. CoRR Md. Naimul Islam Suvon, Shuo Zhou, Prasun C. Tripathi, Wenrui Fan, Samer Alabed, Bishesh Khanal, Venet Osmani, Andrew J. Swift, Chen Chen, Haiping Lu
2024	J	`jnl`	MeDSLIP: Medical Dual-Stream Language-Image Pre-training for Fine-grained Alignment. CoRR Wenrui Fan, Mohammod Naimul Islam Suvon, Shuo Zhou, Xianyuan Liu, Samer Alabed, Venet Osmani, Andrew J. Swift, Chen Chen, Haiping Lu
2024	—	`conf`	Multimodal Variational Autoencoder for Low-Cost Cardiac Hemodynamics Instability Detection. MICCAI (1) Mohammod Naimul Islam Suvon, Prasun C. Tripathi, Wenrui Fan, Shuo Zhou, Xianyuan Liu, Samer Alabed, Venet Osmani, Andrew J. Swift, Chen Chen, Haiping Lu
2024	J	`jnl`	Multimodal Variational Autoencoder for Low-cost Cardiac Hemodynamics Instability Detection. CoRR Md. Naimul Islam Suvon, Prasun C. Tripathi, Wenrui Fan, Shuo Zhou, Xianyuan Liu, Samer Alabed, Venet Osmani, Andrew J. Swift, Chen Chen, Haiping Lu
2023	J	`jnl`	An interpretable deep learning model for time-series electronic health records: Case study of delirium prediction in critical care. Artif. Intell. Medicine Seyedmostafa Sheikhalishahi, Anirban Bhattacharyya, Leo Anthony Celi, Venet Osmani
2023	J	`jnl`	Deep ROC Analysis and AUC as Balanced Average Accuracy, for Improved Classifier Selection, Audit and Explanation. IEEE Trans. Pattern Anal. Mach. Intell. 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
2022	J	`jnl`	Automatically detecting Crohn's disease and Ulcerative Colitis from endoscopic imaging. BMC Medical Informatics Decis. Mak. Marco Chierici, Nicolae Puica, Matteo Pozzi, Antonello Capistrano, Marcello Dorian Donzella, Antonio Colangelo, Venet Osmani, Giuseppe Jurman
2022	J	`jnl`	Mitigating Health Data Poverty: Generative Approaches versus Resampling for Time-series Clinical Data. CoRR Raffaele Marchesi, Nicolo Micheletti, Giuseppe Jurman, Venet Osmani
2022	J	`jnl`	Prediction of stress levels in the workplace using surrounding stress. Inf. Process. Manag. Sergio Muñoz, Carlos Angel Iglesias, Oscar Mayora, Venet Osmani
2021	J	`jnl`	Deep ROC Analysis and AUC as Balanced Average Accuracy to Improve Model Selection, Understanding and Interpretation. CoRR 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
2021	J	`jnl`	Machine learning predicts mortality based on analysis of ventilation parameters of critically ill patients: multi-centre validation. BMC Medical Informatics Decis. Mak. 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
2021	J	`jnl`	Machine learning predicts mortality in septic patients using only routinely available ABG variables: a multi-centre evaluation. Int. J. Medical Informatics Bernhard Wernly, Behrooz Mamandipoor, Philipp Baldia, Christian Jung, Venet Osmani
2021	—	`conf`	Participants' Experience and Adherence in Repeated Measurement Studies Among Office-Based Workers. UbiComp/ISWC Adjunct Junos Lukan, Larissa Bolliger, Els Clays, Oscar Mayora, Venet Osmani, Mitja Lustrek
2021	J	`jnl`	Prediction of Blood Lactate Values in Critically Ill Patients: A Retrospective Multi-center Cohort Study. CoRR Behrooz Mamandipoor, Wesley Yeung, Louis Agha-Mir-Salim, David J. Stone, Venet Osmani, Leo Anthony Celi
2021	J	`jnl`	Unobtrusive Stress Assessment Using Smartphones. IEEE Trans. Mob. Comput. Alban Maxhuni, Pablo Hernandez-Leal, Eduardo F. Morales, Luis Enrique Sucar, Venet Osmani, Oscar Mayora
2020	—	`conf`	Blood Lactate Concentration Prediction in Critical Care. MIE Behrooz Mamandipoor, Mahshid Majd, Monica Moz, Venet Osmani
2020	—	`conf`	Data-Driven Analysis of Parkinson's Disease and its Detection at an Early Stage. PervasiveHealth Aleksandr Talitckii, Anna Anikina, Ekaterina Kovalenko, Oscar Mayora, Venet Osmani, Olga Zimniakova, Maxim Semenov, Ekaterina Bril, Dmitry V. Dylov, Andrey Somov
2019	J	`jnl`	Benchmarking machine learning models on eICU critical care dataset. CoRR Seyedmostafa Sheikhalishahi, Vevake Balaraman, Venet Osmani
2019	J	`jnl`	Blood lactate concentration prediction in critical care patients: handling missing values. CoRR Behrooz Mamandipoor, Mahshid Majd, Monica Moz, Venet Osmani
2019	J	`jnl`	Detecting dressing failures using temporal-relational visual grammars. J. Ambient Intell. Humaniz. Comput. Elias Ruiz, Venet Osmani, Luis Enrique Sucar, Oscar Mayora
2019	J	`jnl`	Natural Language Processing of Clinical Notes on Chronic Diseases: Systematic Review. CoRR Seyedmostafa Sheikhalishahi, Riccardo Miotto, Joel T. Dudley, Alberto Lavelli, Fabio Rinaldi, Venet Osmani
2018	—	`conf`	Automatic processing of Electronic Medical Records using Deep Learning. PervasiveHealth Venet Osmani, Li Li, Matteo Danieletto, Benjamin S. Glicksberg, Joel Dudley, Oscar Mayora
2018	—	`ed.`	Proceedings of the 12th EAI International Conference on Pervasive Computing Technologies for Healthcare, PervasiveHealth 2018, New York, NY, USA, May 21-24, 2018 PervasiveHealth Noga Minsky, Venet Osmani
2018	J	`jnl`	Processing of Electronic Health Records using Deep Learning: A review. CoRR Venet Osmani, Li Li, Matteo Danieletto, Benjamin S. Glicksberg, Joel Dudley, Oscar Mayora
2018	J	`jnl`	Smartphone apps usage patterns as a predictor of perceived stress levels at workplace. CoRR Raihana Ferdous, Venet Osmani, Oscar Mayora
2017	—	`conf`	Challenges and opportunities in evolving TreC personal health record platform. PervasiveHealth Venet Osmani, Stefano Forti, Oscar Mayora, Diego Conforti
2017	J	`jnl`	Enabling Prescription-based Health Apps. CoRR Venet Osmani, Stefano Forti, Oscar Mayora, Diego Conforti
2017	—	`conf`	Enabling prescription-based health apps. PervasiveHealth Venet Osmani, Stefano Forti, Oscar Mayora, Diego Conforti
2016	J	`jnl`	Automatic Stress Detection in Working Environments From Smartphones' Accelerometer Data: A First Step. IEEE J. Biomed. Health Informatics Enrique Garcia-Ceja, Venet Osmani, Oscar Mayora
2016	J	`jnl`	Classification of bipolar disorder episodes based on analysis of voice and motor activity of patients. Pervasive Mob. Comput. Alban Maxhuni, Angélica Muñoz-Meléndez, Venet Osmani, Humberto Perez, Oscar Mayora, Eduardo F. Morales
2016	J	`jnl`	Stress modelling and prediction in presence of scarce data. J. Biomed. Informatics Alban Maxhuni, Pablo Hernandez-Leal, Luis Enrique Sucar, Venet Osmani, Eduardo F. Morales, Oscar Mayora
2015	J	`jnl`	Automatic Stress Detection in Working Environments from Smartphones' Accelerometer Data: A First Step. CoRR Enrique Garcia-Ceja, Venet Osmani, Oscar Mayora
2015	J	`jnl`	Exploring the link between behaviour and health. Pers. Ubiquitous Comput. Franz Gravenhorst, Venet Osmani, Bert Arnrich, Amir Muaremi
2015	—	`conf`	Investigating correlation between verbal interactions and perceived stress. EMBC Raihana Ferdous, Venet Osmani, Jessica Beltrán-Márquez, Oscar Mayora
2015	J	`jnl`	Mobile phones as medical devices in mental disorder treatment: an overview. Pers. Ubiquitous Comput. Franz Gravenhorst, Amir Muaremi, Jakob E. Bardram, Agnes Grünerbl, Oscar Mayora, Gabriel Wurzer, Mads Frost, Venet Osmani, Bert Arnrich, Paul Lukowicz, Gerhard Tröster
2015	—	`conf`	Smartphone app usage as a predictor of perceived stress levels at workplace. PervasiveHealth Raihana Ferdous, Venet Osmani, Oscar Mayora
2015	J	`jnl`	Smartphone-Based Recognition of States and State Changes in Bipolar Disorder Patients. IEEE J. Biomed. Health Informatics Agnes Grünerbl, Amir Muaremi, Venet Osmani, Gernot Bahle, Stefan Ohler, Gerhard Tröster, Oscar Mayora, Christian Haring, Paul Lukowicz
2015	J	`jnl`	Smartphones in Mental Health: Detecting Depressive and Manic Episodes. CoRR Venet Osmani, Agnes Grünerbl, Gernot Bahle, Christian Haring, Paul Lukowicz, Oscar Mayora
2015	J	`jnl`	Smartphones in Mental Health: Detecting Depressive and Manic Episodes. IEEE Pervasive Comput. Venet Osmani
2015	—	`conf`	Stress Modelling Using Transfer Learning in Presence of Scarce Data. AmIHEALTH Pablo Hernandez-Leal, Alban Maxhuni, Luis Enrique Sucar, Venet Osmani, Eduardo F. Morales, Oscar Mayora
2015	J	`jnl`	Welcome message from the Editors. EAI Endorsed Trans. Pervasive Health Technol. Asimina Kiourti, Venet Osmani
2014	J	`jnl`	An analysis of distance estimation to detect proximity in social interactions. J. Ambient Intell. Humaniz. Comput. Venet Osmani, Iacopo Carreras, Aleksandar Matic, Piret Saar
2014	—	`conf`	Correlation of significant places with self-reported state of bipolar disorder patients. MobiHealth Matthia Sabatelli, Venet Osmani, Oscar Mayora, Agnes Grünerbl, Paul Lukowicz
2014	—	`conf`	Detecting Walking in Synchrony Through Smartphone Accelerometer and Wi-Fi Traces. AmI Enrique Garcia-Ceja, Venet Osmani, Alban Maxhuni, Oscar Mayora
2014	—	`conf`	From Ubiquitous Computing to Human Aware Networking: Exploiting the Know-how of Ubicomp Research for Improving Networked-User Experience. ICCASA Oscar Mayora, Venet Osmani
2014	J	`jnl`	Mobile Health Systems for Bipolar Disorder: The Relevance of Non-Functional Requirements in MONARCA Project. Int. J. Handheld Comput. Res. Oscar Mayora, Mads Frost, Bert Arnrich, Franz Gravenhorst, Agnes Grünerbl, Amir Muaremi, Venet Osmani, Alessandro Puiatti, Nina Reichwaldt, Corinna Scharnweber, Gerhard Tröster
2014	—	`conf`	Mobile monitoring of formal and informal social interactions at workplace. UbiComp Adjunct Aleksandar Matic, Venet Osmani, Oscar Mayora-Ibarra
2014	—	`conf`	Tell me your apps and I will tell you your mood: correlation of apps usage with bipolar disorder state. PETRA Jorge Alvarez-Lozano, Venet Osmani, Oscar Mayora-Ibarra, Mads Frost, Jakob E. Bardram, Maria Faurholt-Jepsen, Lars Vedel Kessing
2014	—	`conf`	Using smart phone mobility traces for the diagnosis of depressive and manic episodes in bipolar patients. AH Agnes Grünerbl, Venet Osmani, Gernot Bahle, José C. Carrasco-Jiménez, Stefan Oehler, Oscar Mayora, Christian Haring, Paul Lukowicz
2013	J	`jnl`	Investigation of indoor localization with ambient FM radio stations. CoRR Andrei Popleteev, Venet Osmani, Oscar Mayora
2013	J	`jnl`	Mental health and the impact of ubiquitous technologies. Pers. Ubiquitous Comput. Bert Arnrich, Venet Osmani, Jakob E. Bardram
2013	C	`conf`	Monitoring activity of patients with bipolar disorder using smart phones. MoMM Venet Osmani, Alban Maxhuni, Agnes Grünerbl, Paul Lukowicz, Christian Haring, Oscar Mayora
2013	—	`conf`	Preface. PervasiveHealth Mary Czerwinski, Oscar Mayora, Paul Lukowicz, Andrew Campbell, Venet Osmani
2013	J	`jnl`	Trade-offs in monitoring social interactions. IEEE Commun. Mag. Aleksandar Matic, Venet Osmani, Oscar Mayora
2013	—	`conf`	Virtual uniforms: using sound frequencies for grouping individuals. UbiComp (Adjunct Publication) Aleksandar Matic, Alban Maxhuni, Venet Osmani, Oscar Mayora
2012	—	`conf`	A Pilot Study of Short-term Effects of Non-sedentary Behaviour on Mood Changes. HEALTHINF Aleksandar Matic, Venet Osmani, Andrei Popleteev, Oscar Mayora-Ibarra
2012	J	`jnl`	Analysis of Social Interactions Through Mobile Phones. Mob. Networks Appl. Aleksandar Matic, Venet Osmani, Oscar Mayora-Ibarra
2012	—	`conf`	Comm2Sense: Detecting proximity through smartphones. PerCom Workshops Iacopo Carreras, Aleksandar Matic, Piret Saar, Venet Osmani
2012	A*	`conf`	Investigation of indoor localization with ambient FM radio stations. PerCom Andrei Popleteev, Venet Osmani, Oscar Mayora
2012	—	`conf`	Mobile stress treatment: The interstress approach. PervasiveHealth Andrei Popleteev, Venet Osmani, Rosa Maimone, Silvia Gabrielli, Oscar Mayora
2012	—	`conf`	Multi-modal mobile sensing of social interactions. PervasiveHealth Aleksandar Matic, Venet Osmani, Alban Maxhuni, Oscar Mayora
2012	—	`conf`	Speech activity detection using accelerometer. EMBC Aleksandar Matic, Venet Osmani, Oscar Mayora
2011	—	`conf`	Correlation between self-reported mood states and objectively measured social interactions at work: A pilot study. PervasiveHealth Alban Maxhuni, Aleksandar Matic, Venet Osmani, Oscar Mayora-Ibarra
2011	—	`conf`	Indoor Localization Using Audio Features of FM Radio Signals. CONTEXT Andrei Popleteev, Venet Osmani, Oscar Mayora, Aleksandar Matic
2011	—	`conf`	RFID-Based System for Tracking People: Approaches to Tagging Demented Patients. AMBI-SYS Aleksandar Matic, Venet Osmani, Oscar Mayora
2011	—	`conf`	Smart Phone Sensing to Examine Effects of Social Interactions and Non-sedentary Work Time on Mood Changes. CONTEXT Aleksandar Matic, Venet Osmani, Andrei Popleteev, Oscar Mayora-Ibarra
2010	—	`conf`	AID-ME: Automatic identification of dressing failures through monitoring of patients and activity Evaluation. PervasiveHealth Aleksandar Matic, Priyal Mehta, James M. Rehg, Venet Osmani, Oscar Mayora
2010	J	`jnl`	FM radio for indoor localization with spontaneous recalibration. Pervasive Mob. Comput. Aleksandar Matic, Andrei Popleteev, Venet Osmani, Oscar Mayora-Ibarra
2010	J	`jnl`	Indoor Positioning Using FM Radio. Int. J. Handheld Comput. Res. Andrei Papliatseyeu, Venet Osmani, Oscar Mayora
2010	A*	`conf`	Tuning to your position: FM radio based indoor localization with spontaneous recalibration. PerCom Aleksandar Matic, Andrei Papliatseyeu, Venet Osmani, Oscar Mayora-Ibarra
2010	—	`conf`	UbiHealth 2010: the 5th international workshop on ubiquitous health and wellness. UbiComp (Adjunct Papers) Bert Arnrich, Venet Osmani, Giuseppe Riva, Jakob E. Bardram
2009	—	`conf`	FINDR: Low-Cost Indoor Positioning Using FM Radio. MOBILWARE Andrei Papliatseyeu, Niko Kotilainen, Oscar Mayora, Venet Osmani
2009	—	`conf`	Human activity recognition supporting context-appropriate reminders for elderly. PervasiveHealth Venet Osmani, Daqing Zhang, Sasitharan Balasubramaniam
2009	—	`conf`	Technologies to monitor cognitive decline a preliminary case study. PervasiveHealth Aleksandar Matic, Venet Osmani
2008	J	`jnl`	Human activity recognition in pervasive health-care: Supporting efficient remote collaboration. J. Netw. Comput. Appl. Venet Osmani, Sasitharan Balasubramaniam, Dmitri Botvich
2007	—	`conf`	A Bayesian Network and Rule-Base Approach Towards Activity Inference. VTC Fall Venet Osmani, Sasitharan Balasubramaniam, Dmitri Botvich
2007	—	`conf`	Self-organising object networks using context zones for distributed activity recognition. BODYNETS Venet Osmani, Sasitharan Balasubramaniam, Dmitri Botvich
2006	—	`conf`	A Distributed Hierarchical Structure for Object Networks Supporting Human Activity Recognition. MMNS Venet Osmani, Sasitharan Balasubramaniam, Tao Gu