Dr Venet Osmani

PhD (SETU, Ireland)

Information School

Senior Lecturer in Data Science

Venet Osmani
Profile picture of Venet Osmani
v.osmani@sheffield.ac.uk
+44 114 222 2676

Full contact details

Dr Venet Osmani
Information School
Room C239
The Wave
2 Whitham Road
߲ݴý
S10 2AH
Profile

Before joining the University of ߲ݴý, I was a tenured Senior Researcher in Digital Health Centre at Fondazione Bruno Kessler research institute, Italy where I led a group of researchers and students in tackling challenges in medicine using machine learning methods. I was also a lecturer in the department of Psychology and Cognitive Science at University of Trento, Italy.

Research interests

My research interests are in developing machine learning methods, to address some of the fundamental questions in medicine. These include:

  • predictive modelling
  • explainable AI
  • generative adversarial approaches (GAN)
  • causal inference
  • health inequality and bias

My work focuses on analysis of large-scale, longitudinal health records, including:

  • biomarkers
  • imaging
  • multi-omics
  • routine health care data

The main aims are to optimise treatment strategies, improve patient care, and provide novel insights to health institutions.

Apart from clinical data, I also work on incorporating human behaviour data, such as those generated from wearable devices, with a particular focus on mental health.

The overarching objective of my research is to integrate predictive modelling in the bedside and bring the acquired evidence back, in a continuously improving feedback loop, consequently establishing a learning health system.

Through my interdisciplinary research I have established and maintain close collaborations with some of the leading research and US clinical institutions, including Massachusetts Institute of Technology, Cleveland Clinic, Mayo Clinic, and Harvard School of Public Health as well as leading European institutions. These and many other international collaborations are reflected in over a hundred peer-reviewed journal and conference publications.

Publications

Books

  • Sucar E, Mayora O, Tapus A, Ahuactzin JM, Farinelli A, de Cote EM, Osmani V, Moran A, Vakali A & Mendoza MG (2017) Preface. RIS download Bibtex download

Journal articles

  • Malaguti MC, Gios L, Giometto B, Longo C, Riello M, Ottaviani D, Pellegrini M, Di Giacopo R, Donner D, Rozzanigo U , Chierici M et al (2024) . PLOS ONE, 19(3). RIS download Bibtex download
  • Sheikhalishahi S, Bhattacharyya A, Celi LA & Osmani V (2023) . Artificial Intelligence in Medicine, 144. RIS download Bibtex download
  • Mamandipoor B, Wernly S, Semmler G, Flamm M, Jung C, Aigner E, Datz C, Wernly B & Osmani V (2023) . Clinics and Research in Hepatology and Gastroenterology, 102181-102181. RIS download Bibtex download
  • Koköfer A, Mamandipoor B, Flamm M, Rezar R, Wernly S, Datz C, Jung C, Osmani V, Wernly B & Bruno RR (2023) . BMC Infectious Diseases, 23(1). RIS download Bibtex download
  • Rezar R, Mamandipoor B, Seelmaier C, Jung C, Lichtenauer M, Hoppe UC, Kaufmann R, Osmani V & Wernly B (2023) . Wiener klinische Wochenschrift, 135(3-4), 80-88. RIS download Bibtex download
  • Mamandipoor B, Bruno RR, Wernly B, Wolff G, Fjølner J, Artigas A, Pinto BB, Schefold JC, Kelm M, Beil M , Sigal S et al (2022) . PLOS Digital Health, 1(11). RIS download Bibtex download
  • Muñoz S, Iglesias CÁ, Mayora O & Osmani V (2022) . Information Processing and Management, 59(6). RIS download Bibtex download
  • Wernly B, Wernly S, Semmler G, Flamm M, Aigner E, Osmani V & Datz C (2022) . Zeitschrift für Gastroenterologie, 60(08), e689-e689. RIS download Bibtex download
  • Bhattacharyya A, Sheikhalishahi S, Torbic H, Yeung W, Wang T, Birst J, Duggal A, Celi LA & Osmani V (2022) . JAMIA Open, 5(2). RIS download Bibtex download
  • Rezar R, Jung C, Mamandipoor B, Seelmaier C, Felder TK, Lichtenauer M, Wernly S, Zwaag SM, De Lange DW, Wernly B & Osmani V (2022) . BMC Emergency Medicine, 22(1). RIS download Bibtex download
  • Dankl D, Rezar R, Mamandipoor B, Zhou Z, Wernly S, Wernly B & Osmani V (2022) . Medical Principles and Practice, 31(2), 187-194. RIS download Bibtex download
  • Carrington AM, Manuel DG, Fieguth P, Ramsay TO, Osmani V, Wernly B, Bennett C, Hawken S, Magwood O, Sheikh Y , Mcinnes M et al (2022) . IEEE Transactions on Pattern Analysis and Machine Intelligence. RIS download Bibtex download
  • Danninger T, Rezar R, Mamandipoor B, Dankl D, Koköfer A, Jung C, Wernly B & Osmani V (2022) . Wiener klinische Wochenschrift, 134(3-4), 139-147. RIS download Bibtex download
  • Mamandipoor B, Yeung W, Agha-Mir-Salim L, Stone DJ, Osmani V & Celi LA (2022) . Journal of Clinical Monitoring and Computing, 36(4), 1087-1097. RIS download Bibtex download
  • Bruno RR, Wernly B, Binneboessel S, Baldia P, Duse DA, Erkens R, Kelm M, Mamandipoor B, Osmani V & Jung C (2022) . Diagnostics, 10(12). RIS download Bibtex download
  • Semmler G, Wernly S, Wernly B, Mamandipoor B, Bachmayer S, Semmler L, Aigner E, Datz C & Osmani V (2021) . Journal of Personalized Medicine, 11(10), 981-981. RIS download Bibtex download
  • Bruno RR, Wernly B, Mamandipoor B, Rezar R, Binnebössel S, Baldia PH, Wolff G, Kelm M, Guidet B, De Lange DW , Dankl D et al (2021) . Frontiers in Medicine, 8. RIS download Bibtex download
  • Gios L, Crema Falceri G, Micocci S, Patil L, Testa S, Sforzin S, Turra E, Conforti D, Malfatti G, Moz M , Nicolini A et al (2021) . JMIR Formative Research, 5(5). RIS download Bibtex download
  • Mamandipoor B, Frutos-Vivar F, Peñuelas O, Rezar R, Raymondos K, Muriel A, Du B, Thille AW, Ríos F, González M , del-Sorbo L et al (2021) . BMC Medical Informatics and Decision Making, 21(1). RIS download Bibtex download
  • Nardini C, Osmani V, Cormio PG, Frosini A, Turrini M, Lionis C, Neumuth T, Ballensiefen W, Borgonovi E & D’Errico G (2021) . Personalized Medicine, 18(3), 283-294. RIS download Bibtex download
  • Wernly B, Bruno RR, Frutos-Vivar F, Peñuelas O, Rezar R, Raymondos K, Muriel A, Du B, Thille AW, Ríos F , González M et al (2021) . Respiratory Care, 66(5), 814-821. RIS download Bibtex download
  • Wernly B, Mamandipoor B, Baldia P, Jung C & Osmani V (2021) . International Journal of Medical Informatics, 145. RIS download Bibtex download
  • Wernly B, Bruno RR, Mamandipoor B, Jung C & Osmani V (2021) . European Journal of Internal Medicine, 83, 74-77. RIS download Bibtex download
  • Maxhuni A, Hernandez-Leal P, Morales EF, Sucar LE, Osmani V & Mayora O (2021) . IEEE Transactions on Mobile Computing, 20(6), 2313-2325. RIS download Bibtex download
  • Sheikhalishahi S, Balaraman V & Osmani V (2020) . PLoS ONE, 15(7). RIS download Bibtex download
  • Mamandipoor B, Majd M, Moz M & Osmani V (2020) . Studies in Health Technology and Informatics, 270, 73-77. RIS download Bibtex download
  • Mamandipoor B, Majd M, Sheikhalishahi S, Modena C & Osmani V (2020) . Environmental Monitoring and Assessment, 192(2). RIS download Bibtex download
  • Bhattacharyya A, Sheikhalishahi S, Dugar S, Krishnan S, Duggal A & Osmani V (2020) . Critical Care Medicine, 48(1), 182-182. RIS download Bibtex download
  • Ruiz E, Osmani V, Sucar LE & Mayora O (2019) . Journal of Ambient Intelligence and Humanized Computing, 10(7), 2757-2770. RIS download Bibtex download
  • Osmani V, Li L, Danieletto M, Glicksberg B, Dudley J & Mayora O (2018) Processing of Electronic Health Records using Deep Learning: A review. arXiv preprint arXiv:1804.01758. RIS download Bibtex download
  • Maxhuni A, Muñoz-Meléndez A, Osmani V, Perez H, Mayora O & Morales EF (2016) . Pervasive and Mobile Computing, 31, 50-66. RIS download Bibtex download
  • Maxhuni A, Hernandez-Leal P, Sucar LE, Osmani V, Morales EF & Mayora O (2016) . Journal of Biomedical Informatics, 63, 344-356. RIS download Bibtex download
  • Mayora O, Frost M, Arnrich B, Gravenhorst F, Grunerbl A, Muaremi A, Osmani V, Puiatti A, Reichwaldt N, Scharnweber C & others (2016) Mobile Health Systems for Bipolar Disorder. RIS download Bibtex download
  • Garcia-Ceja E, Osmani V & Mayora O (2016) . IEEE Journal of Biomedical and Health Informatics, 20(4), 1053-1060. RIS download Bibtex download
  • Osmani V, Ferdous R & Mayora O (2015) . Proceedings of the 9th International Conference on Pervasive Computing Technologies for Healthcare. RIS download Bibtex download
  • Osmani V (2015) . IEEE Pervasive Computing, 14(3), 10-13. RIS download Bibtex download
  • Garcia-Ceja E, Osmani V & Mayora O (2015) Automatic Stress Detection in Working Environments from Smartphones’ Accelerometer Data: A First Step. Biomedical and Health Informatics, IEEE Journal of. RIS download Bibtex download
  • Gravenhorst F, Osmani V, Arnrich B & Muaremi A (2015) Exploring the link between behaviour and health. Personal and Ubiquitous Computing, 19, 255-257. RIS download Bibtex download
  • Kiourti A & Osmani V (2015) Welcome message from the Editors.. EAI Endorsed Trans. Pervasive Health Technol., 1, e1-e1. RIS download Bibtex download
  • Gravenhorst F, Muaremi A, Bardram J, Grünerbl A, Mayora O, Wurzer G, Frost M, Osmani V, Arnrich B, Lukowicz P & Tröster G (2015) . Personal and Ubiquitous Computing, 19(2), 335-353. RIS download Bibtex download
  • Grunerbl A, Muaremi A, Osmani V, Bahle G, Ohler S, Troster G, Mayora O, Haring C & Lukowicz P (2015) . IEEE Journal of Biomedical and Health Informatics, 19(1), 140-148. RIS download Bibtex download
  • Mayora Ibarra OA, Arnrich B, Gravenhorst F, Grunerbl A, Muaremi A, Osmani V, Puiatti A, Reichwaldt N, Scharnweber C & Troster G (2014) Mobile Health Systems for Bipolar Disorder: The Relevance of Non-Functional Requirements in MONARCA Project. RIS download Bibtex download
  • Mayora O, Frost M, Arnrich B, Gravenhorst F, Grunerbl A, Muaremi A, Osmani V, Puiatti A, Reichwaldt N, Scharnweber C & others (2014) Mobile Health Systems for Bipolar Disorder: The relevance of Non-Functional Requirements in MONARCA Project. International Journal of Handheld Computing Research. RIS download Bibtex download
  • Mayora O, Frost M, Arnrich B, Gravenhorst F, Grunerbl A, Muaremi A, Osmani V, Puiatti A, Reichwaldt N, Scharnweber C & others (2014) Mobile health systems for bipolar disorder: the relevance of non-functional requirements in MONARCA project. International Journal of Handheld Computing Research (IJHCR), 5, 1-12. RIS download Bibtex download
  • Osmani V, Carreras I, Matic A & Saar P (2014) . Journal of Ambient Intelligence and Humanized Computing, 5(3), 297-306. RIS download Bibtex download
  • Matic A, Osmani V & Mayora O (2013) . IEEE Communications Magazine, 51(7), 114-121. RIS download Bibtex download
  • Matic A, Osmani V & Mayora O (2013) , 195-205. RIS download Bibtex download
  • Arnrich B, Osmani V & Bardram J (2013) . Personal and Ubiquitous Computing, 17(2), 211-213. RIS download Bibtex download
  • Mehta P, Rehg JM, Osmani V, Mayora O & Matic A (2012) . Methods of Information in Medicine, 51(01), 45-54. RIS download Bibtex download
  • Matic A, Osmani V & Mayora-Ibarra O (2012) . Mobile Networks and Applications, 17(6), 808-819. RIS download Bibtex download
  • Popleteev A, Osmani V, Maimone R, Gabrielli S & Mayora O (2012) Mobile Stress Treatment. RIS download Bibtex download
  • Matic A, Cipresso P, Osmani V, Serino S, Popleteev A, Gaggioli A, Mayora O & Riva G (2012) Sedentary Work Style and Heart Rate Variability: A Short Term Analysis. Computing Paradigms for Mental Health, 96-96. RIS download Bibtex download
  • Bajrami G (2011) Activity Identification for Gait Recognition Using Mobile Devices. RIS download Bibtex download
  • Matic A, Popleteev A, Osmani V & Mayora-Ibarra O (2010) FM radio for indoor localization with spontaneous recalibration. Pervasive and Mobile Computing, 6, 642-656. RIS download Bibtex download
  • Papliatseyeu A, Osmani V & Mayora O (2010) Indoor positioning using FM Radio. International Journal of Handheld Computing Research (IJHCR), 1, 19-31. RIS download Bibtex download
  • Popleteev A, Osmani V & Mayora O (2010) Indoor positioning using FM radio. International Journal of Handheld Computing Research, 1, 19-31. RIS download Bibtex download
  • Papliatseyeu A, Matic A, Osmani V & Mayora-Ibarra O (2010) Indoor positioning using off-the-shelf FM radio devices. IPIN2010, Zurich. RIS download Bibtex download
  • Matic A & Osmani V (2009) . Proceedings of the 3d International ICST Conference on Pervasive Computing Technologies for Healthcare. RIS download Bibtex download
  • Osmani V, Balasubramaniam S & Botvich D (2008) . Journal of Network and Computer Applications, 31(4), 628-655. RIS download Bibtex download
  • Osmani V, Balasubramaniam S & Gu T (2006) A Distributed Hierarchical Structure for Object Networks Supporting Activity Recognition. RIS download Bibtex download
  • Osmani V & Balasubramaniam S (2006) An Architecture Supporting Human Activity Recognition. RIS download Bibtex download
  • Osmani V & Balasubramaniam S (2006) Context management support for activity recognition in health-care. RIS download Bibtex download
  • Osmani V, Barrett K, Carroll R, Jennings B & Van der Meer S (2005) An architecture for user-centric management of intelligent environments. RIS download Bibtex download
  • Osmani V & Van der Meer S (2005) Context? Yes, but to whom?. RIS download Bibtex download
  • Morrissey D, McCarthy E, Osmani V & Foghlú MÓ (2003) Agent Based Remote Network Element Management. RIS download Bibtex download
  • Chierici M, Puica N, Pozzi M, Capistrano A, Donzella MD, Colangelo A, Osmani V & Jurman G () . BMC Medical Informatics and Decision Making, 22(S6). RIS download Bibtex download
  • Jung C, Mamandipoor B, Fjølner J, Bruno RR, Wernly B, Artigas A, Bollen Pinto B, Schefold JC, Wolff G, Kelm M , Beil M et al () . JMIR Medical Informatics, 10(3), e32949-e32949. RIS download Bibtex download
  • Sheikhalishahi S, Miotto R, Dudley JT, Lavelli A, Rinaldi F & Osmani V () . JMIR Medical Informatics, 7(2), e12239-e12239. RIS download Bibtex download
  • Osmani V () 2011 5th International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth 2011). RIS download Bibtex download
  • Mayora-Ibarra O & Osmani V () An Approach for Sustainable Pervasive Wellness. RIS download Bibtex download
  • Chlamtac I, Mayora O, Varshney U & Osmani V () Conference General Chairs. RIS download Bibtex download
  • Osmani V & Balasubramaniam S () DYNAMIC ABSTRACTION AND PROVISIONING OF CONTEXT INFORMATION. RIS download Bibtex download
  • Matic A, Papliatseyeu A & Gabrielli S () Happy or Moody. RIS download Bibtex download
  • Popleteev A () Indoor positioning using FM radio signals (PhD thesis summary). RIS download Bibtex download
  • Grünerbl A, Osmani V, Arnrich B & Lukowicz P () Mobile phones as medical devices in mental disorder treatment: an overview. RIS download Bibtex download
  • Matic A, Papliatseyeu A, Osmani V & Mayora-Ibarra O () Tuning to your position. RIS download Bibtex download

Chapters

  • Hernandez-Leal P, Maxhuni A, Sucar LE, Osmani V, Morales EF & Mayora O (2015) Stress Modelling Using Transfer Learning in Presence of Scarce Data, Ambient Intelligence for Health (pp. 224-236). Springer International Publishing RIS download Bibtex download
  • Papliatseyeu A, Osmani V & Mayora O () , Emergent Trends in Personal, Mobile, and Handheld Computing Technologies (pp. 199-211). IGI Global RIS download Bibtex download

Conference proceedings papers

  • Velichkovska B, Denkovski D, Gjoreski H, Kalendar M & Osmani V (2023) (pp 570-584) RIS download Bibtex download
  • Lukan J, Bolliger L, Clays E, Mayora O, Osmani V & Luštrek M (2021) . Adjunct Proceedings of the 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2021 ACM International Symposium on Wearable Computers RIS download Bibtex download
  • Semmler G, Wernly S, Wernly B, Mamandipoor B, Bachmayer S, Semmler L, Aigner E, Datz C & Osmani V (2021) . Zeitschrift für Gastroenterologie, 9 September 2021 - 11 September 2021. RIS download Bibtex download
  • Talitckii A, Anikina A, Kovalenko E, Mayora O, Osmani V, Zimniakova O, Semenov M, Bril E, Dylov D & Somov A (2020) . Proceedings of the 14th EAI International Conference on Pervasive Computing Technologies for Healthcare RIS download Bibtex download
  • (2020) . Liječnički vjesnik, Vol. 142(supp 1) RIS download Bibtex download
  • Osmani V, Li L, Danieletto M, Glicksberg B, Dudley J & Mayora O (2018) Automatic processing of Electronic Medical Records using Deep Learning. Proceedings of the 12th EAI International Conference on Pervasive Computing Technologies for Healthcare (pp 251-257). ACM RIS download Bibtex download
  • Osmani V, Forti S, Mayora O & Conforti D (2017) . Proceedings of the 11th EAI International Conference on Pervasive Computing Technologies for Healthcare RIS download Bibtex download
  • Osmani V, Forti S, Mayora O & Conforti D (2017) Challenges and opportunities in evolving TreC personal health record platform. Proceedings of the 11th EAI International Conference on Pervasive Computing Technologies for Healthcare (pp 288-291). ACM RIS download Bibtex download
  • Maxhuni A, Hernandez-Leal P, Morales EF, Sucar EL, Osmani V, Muńoz-Meléndez A & Mayora O (2016) Using Intermediate Models and Knowledge Learning to Improve Stress Prediction. AFI 360° Conference Track on Future Internet e-Health (FI-eHealth) RIS download Bibtex download
  • Ferdous R, Osmani V, Marquez JB & Mayora O (2015) . 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 25 August 2015 - 29 August 2015. RIS download Bibtex download
  • Garcia-Ceja E, Osmani V, Maxhuni A & Mayora O (2015) Detecting Walking in Synchrony Through Smartphone Accelerometer and Wi-Fi Traces. Ambient Intelligence: European Conference, AmI 2014, Eindhoven, The Netherlands, November 11-13, 2014. Revised Selected Papers, Vol. 8850 (pp 33-33). Springer RIS download Bibtex download
  • Ferdous R, Osmani V, Márquez JB & Mayora O (2015) Does verbal interaction among colleagues affect perceived stress levels?. Proceedings of IEEE International Conference on Communications (ICC) RIS download Bibtex download
  • Ferdous R, Osmani V & Mayora O (2015) Smartphone app usage as a predictor of perceived stress levels at workplace. 2015 9th International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth) (pp 225-228). IEEE RIS download Bibtex download
  • Hernandez-Leal P, Maxhuni A, Sucar LE, Osmani V, Morales EF & Mayora O (2015) Stress modelling using transfer learning in presence of scarce data. Ambient Intelligence for Health (pp 224-236). Springer, Cham RIS download Bibtex download
  • Alvarez-Lozano J, Osmani V, Mayora O, Frost M, Bardram J, Faurholt-Jepsen M & Kessing LV (2014) . Proceedings of the 7th International Conference on PErvasive Technologies Related to Assistive Environments RIS download Bibtex download
  • Osmani V (2014) . Proceedings of the 7th International Conference on PErvasive Technologies Related to Assistive Environments RIS download Bibtex download
  • Gruenerbl A, Osmani V, Bahle G, Carrasco JC, Oehler S, Mayora O, Haring C & Lukowicz P (2014) . Proceedings of the 5th Augmented Human International Conference RIS download Bibtex download
  • Sabatelli M, Osmani V, Mayora O, Gruenerbl A & Lukowicz P (2014) Correlation of significant places with self-reported state of bipolar disorder patients. 2014 4th International Conference on Wireless Mobile Communication and Healthcare-Transforming Healthcare Through Innovations in Mobile and Wireless Technologies (MOBIHEALTH) (pp 116-119). IEEE RIS download Bibtex download
  • Matthia S, Osmani V, Agnes G, Paul L & Oscar M (2014) Correlation of significant places with self-reported state of patients with bipolar disorder. 2014 4th International Conference on Wireless Mobile Communication and Healthcare-Transforming Healthcare Through Innovations in Mobile and Wireless Technologies (MOBIHEALTH). IEEE RIS download Bibtex download
  • Mayora O & Osmani V (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 (pp 110-113). ICST (Institute for Computer Sciences, Social-Informatics and … RIS download Bibtex download
  • Matic A, Osmani V & Mayora O (2014) Mobile Monitoring of Formal and Informal Social Interactions at Workplace. 3rd ACM Workshop on Mobile Systems for Computational Social Science (MCSS 2014). ACM RIS download Bibtex download
  • Osmani V, Mayora O, Rasheed T & Salvadori E (2014) Realising Anticipatory Networks through Human Aware Networking (HAN). 1st KuVS Workshop on Anticipatory Networks RIS download Bibtex download
  • Sabatelli M, Osmani V, Gruenerbl A, Lukowicz P & Mayora O (2014) . Proceedings of the 4th International Conference on Wireless Mobile Communication and Healthcare - "Transforming healthcare through innovations in mobile and wireless technologies", 3 November 2014 - 5 November 2014. RIS download Bibtex download
  • Osmani V, Maxhuni A, Grünerbl A, Lukowicz P, Haring C & Mayora O (2013) . Proceedings of International Conference on Advances in Mobile Computing & Multimedia - MoMM '13, 2 December 2013 - 4 December 2013. RIS download Bibtex download
  • Czerwinski M, Mayora O, Lukowicz P, Campbell A & Osmani V (2013) . Proceedings of the 2013 7th International Conference on Pervasive Computing Technologies for Healthcare and Workshops, PervasiveHealth 2013 RIS download Bibtex download
  • Czerwinski M, Mayora O, Lukowicz P, Campbell A & Osmani V (2013) Preface. 2013 7th International Conference on Pervasive Computing Technologies for Healthcare and Workshops RIS download Bibtex download
  • Matic A, Maxhuni A, Osmani V & Mayora O (2013) Virtual uniforms: using sound frequencies for grouping individuals. Proceedings of the 2013 ACM conference on Pervasive and ubiquitous computing adjunct publication (pp 159-162). ACM RIS download Bibtex download
  • (2012) . 2012 Sixth UKSim/AMSS European Symposium on Computer Modeling and Simulation, 14 November 2012 - 16 November 2012. RIS download Bibtex download
  • Matic A, Osmani V & Mayora O (2012) . 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 28 August 2012 - 1 September 2012. RIS download Bibtex download
  • Matic A, Osmani V, Maxhuni A & Mayora O (2012) . Proceedings of the 6th International Conference on Pervasive Computing Technologies for Healthcare, 21 May 2012 - 24 May 2012. RIS download Bibtex download
  • Popleteev A, Osmani V & Mayora O (2012) . 2012 IEEE International Conference on Pervasive Computing and Communications, 19 March 2012 - 23 March 2012. RIS download Bibtex download
  • Matic A, Osmani V, Popleteev A & Mayora-Ibarra O (2012) A Pilot Study of Short-term Effects of Non-sedentary Behaviour on Mood Changes.. HEALTHINF (pp 299-304) RIS download Bibtex download
  • Carreras I, Matic A, Saar P & Osmani V (2012) Comm2sense: Detecting proximity through smartphones. 2012 IEEE International Conference on Pervasive Computing and Communications Workshops (pp 253-258). IEEE RIS download Bibtex download
  • Popleteev A, Osmani V, Maimone R, Gabrielli S & Mayora O (2012) Mobile stress treatment: The interstress approach. 2012 6th International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth) and Workshops (pp 197-198). IEEE RIS download Bibtex download
  • Popleteev A, Osmani V, Maimone R, Gabrielli S & Mayora O (2012) Mobile stress treatment: The interstress approach. 2012 6th International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth) and Workshops (pp 197-198). IEEE RIS download Bibtex download
  • Popleteev A, Osmani V, Maimone R, Gabrielli S & Mayora O (2012) Mobile stress treatment: The interstress approach. 2012 6th International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth) and Workshops (pp 197-198). IEEE RIS download Bibtex download
  • De Angeli A, Gabrielli S, Osmani V, Maimone R, Chini M & others (2012) StandFit: Fighting Sedentary Work Life. NordCHI 2012 International Workshop on Designing for Wellness and Behavior Change. N/A RIS download Bibtex download
  • Chini M, Angeli AD, Gabrielli S, Maimone R & Osmani V (2012) StandFit: Fighting Sedentary Work Life. NordiCHI2012 RIS download Bibtex download
  • Matic A, Osmani V, Popleteev A & Mayora-Ibarra O (2011) (pp 200-213) RIS download Bibtex download
  • Maxhuni A, Matic A, Osmani V & Ibarra OM (2011) Correlation between self-reported mood states and objectively measured social interactions at work: A pilot study. 2011 5th International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth) and Workshops (pp 308-311). IEEE RIS download Bibtex download
  • Popleteev A, Osmani V, Mayora O & Matic A (2011) Indoor localization using audio features of FM radio signals. International and Interdisciplinary Conference on Modeling and Using Context (pp 246-249). Springer, Berlin, Heidelberg RIS download Bibtex download
  • Matic A, Osmani V & Mayora O (2011) RFID-based system for tracking people: Approaches to tagging demented patients. International Conference on Ambient Media and Systems (pp 60-65). Springer Berlin Heidelberg RIS download Bibtex download
  • Matic A, Mehta P, Rehg JM, Osmani V & Mayora O (2010) . Proceedings of the 4th International ICST Conference on Pervasive Computing Technologies for Healthcare, 22 March 2010 - 25 March 2010. RIS download Bibtex download
  • Matic A, Popleteev A, Osmani V & Mayora-Ibarra O (2010) An Indoor Positioning System based on a WiFi router and FM beacons. 18th Telecommunications forum TELFOR RIS download Bibtex download
  • Matic A, Papliatseyeu A, Gabrielli S, Osmani V & Mayora-Ibarra O (2010) Happy or Moody? Why so?. 5th UbiHealth Workshop in conjunction with UBICOMP-2010. Copenhagen, Denmark RIS download Bibtex download
  • Matic A, Papliatseyeu A, Gabrielli S, Osmani V & Mayora-Ibarra O (2010) Happy or Moody? Why so?. 5th UbiHealth Workshop in conjunction with UBICOMP-2010. Copenhagen, Denmark RIS download Bibtex download
  • Matic A, Papliatseyeu A, Osmani V & Mayora-Ibarra O (2010) . 2010 IEEE International Conference on Pervasive Computing and Communications (PerCom), 29 March 2010 - 2 April 2010. RIS download Bibtex download
  • Arnrich B, Osmani V, Riva G & Bardram J (2010) UbiHealth 2010: the 5th international workshop on ubiquitous health and wellness. Proceedings of the 12th ACM international conference adjunct papers on Ubiquitous computing-Adjunct (pp 497-500). ACM RIS download Bibtex download
  • Papliatseyeu A, Kotilainen N, Mayora O & Osmani V (2009) FINDR: Low-cost indoor positioning using FM radio. International Conference on Mobile Wireless Middleware, Operating Systems, and Applications (pp 15-26). Springer Berlin Heidelberg RIS download Bibtex download
  • Osmani V, Zhang D & Balasubramaniam S (2009) Human activity recognition supporting context-appropriate reminders for elderly. 2009 3rd International Conference on Pervasive Computing Technologies for Healthcare (pp 1-4). IEEE RIS download Bibtex download
  • Osmani V, Balasubramaniam S & Botvich D (2007) A bayesian network and rule-base approach towards activity inference. 2007 IEEE 66th Vehicular Technology Conference (pp 254-258). IEEE RIS download Bibtex download
  • Osmani V, Balasubramaniam S & Botvich D (2007) . Proceedings of the Second International Conference on Body Area Networks BodyNets, 11 June 2007 - 13 June 2007. RIS download Bibtex download
  • Osmani V, Balasubramaniam S & Gu T (2006) A distributed hierarchical structure for object networks supporting human activity recognition. IFIP/IEEE International Conference on Management of Multimedia Networks and Services (pp 128-133). Springer Berlin Heidelberg RIS download Bibtex download
  • Osmani V, Balasubramaniam S & Gu T (2006) A distributed hierarchical structure for object networks supporting human activity recognition. IFIP/IEEE International Conference on Management of Multimedia Networks and Services (pp 128-133). Springer, Berlin, Heidelberg RIS download Bibtex download
  • White M, Jennings B, Osmani V & Van der Meer S (2005) Context driven, user-centric access control for smart spaces. IEE International Workshop on Intelligent Environments (pp 13-19) RIS download Bibtex download
  • Osmani V & Maxhuni A () A. Gr unerbl, P. Lukowicz, C. Haring, and O. Mayora. Monitoring activity of patients with bipolar disorder using smart phones. ACM Proceedings of International Conference on Advances in Mobile Computing and Multimedia (MoMM2013), DOI, Vol. 10 RIS download Bibtex download

Theses / Dissertations

  • Maxhuni A (2017) Managing the Scarcity of Monitoring Data through Machine Learning in Healthcare Domain. RIS download Bibtex download
  • Muaremi A (2014) Wearable Sensing of Mental Health and Human Behavior. RIS download Bibtex download
  • Aleksandar M (2012) Sensing Social Interactions Using Non-Visual and Non-Auditory Mobile Sources, Maximizung Privacy and Minimizing Obtrusiveness.. RIS download Bibtex download
  • Popleteev A (2011) Indoor positioning using FM radio signals. RIS download Bibtex download

Other

  • Osmani V (2019) Blood lactate concentration prediction in critical care patients: handling missing values. RIS download Bibtex download
  • Osmani V (2019) Benchmarking machine learning models on eICU critical care dataset. RIS download Bibtex download
  • Mukhopadhyay S & Postolache OA (2012) Pervasive and mobile sensing and computing for healthcare: technological and social issues. RIS download Bibtex download

Preprints

  • Suvon MNI, Tripathi PC, Fan W, Zhou S, Liu X, Alabed S, Osmani V, Swift AJ, Chen C & Lu H (2024) , arXiv. RIS download Bibtex download
  • Fan W, Suvon MNI, Zhou S, Liu X, Alabed S, Osmani V, Swift A, Chen C & Lu H (2024) , arXiv. RIS download Bibtex download
  • Velichkovska B, Gjoreski H, Denkovski D, Kalendar M, Mullan ID, Gichoya JW, Martinez N, Celi LA & Osmani V (2023) , Cold Spring Harbor Laboratory. RIS download Bibtex download
  • Micheletti N, Marchesi R, Kuo NI-H, Barbieri S, Jurman G & Osmani V (2023) , Cold Spring Harbor Laboratory. RIS download Bibtex download
  • Marchesi R, Micheletti N, Jurman G & Osmani V (2022) Mitigating Health Data Poverty: Generative Approaches versus Resampling for Time-series Clinical Data. RIS download Bibtex download
  • Velichkovska B, Gjoreski H, Denkovski D, Kalendar M, Mamandipoor B, Celi LA & Osmani V (2022) , Cold Spring Harbor Laboratory. RIS download Bibtex download
  • Velichkovska B, Gjoreski H, Denkovski D, Kalendar M, Celi LA & Osmani V (2021) , Cold Spring Harbor Laboratory. RIS download Bibtex download
  • Jung C, Mamandipoor B, Fjølner J, Bruno RR, Wernly B, Artigas A, Bollen Pinto B, Schefold JC, Wolff G, Kelm M , Beil M et al (2021) , JMIR Publications Inc.. RIS download Bibtex download
  • Mamandipoor B, Yeung W, Agha-Mir-Salim L, Stone DJ, Osmani V & Celi LA (2021) Prediction of Blood Lactate Values in Critically Ill Patients: A Retrospective Multi-center Cohort Study. RIS download Bibtex download
  • Carrington AM, Manuel DG, Fieguth PW, Ramsay T, Osmani V, Wernly B, Bennett C, Hawken S, McInnes M, Magwood O , Sheikh Y et al (2021) , arXiv. RIS download Bibtex download
  • Gios L, Crema Falceri G, Micocci S, Patil L, Testa S, Sforzin S, Turra E, Conforti D, Malfatti G, Moz M , Nicolini A et al (2020) , JMIR Publications Inc.. RIS download Bibtex download
  • Mamandipoor B, Majd M, Moz M & Osmani V (2019) Blood lactate concentration prediction in critical care patients: handling missing values. RIS download Bibtex download
  • Sheikhalishahi S, Balaraman V & Osmani V (2019) Benchmarking machine learning models on multi-centre eICU critical care dataset. RIS download Bibtex download
  • Sheikhalishahi S, Miotto R, Dudley JT, Lavelli A, Rinaldi F & Osmani V (2019) Natural Language Processing of Clinical Notes on Chronic Diseases: Systematic Review. RIS download Bibtex download
  • Sheikhalishahi S, Miotto R, Dudley JT, Lavelli A, Rinaldi F & Osmani V (2018) , JMIR Publications Inc.. RIS download Bibtex download
  • Osmani V, Li L, Danieletto M, Glicksberg B, Dudley J & Mayora O (2018) Processing of Electronic Health Records using Deep Learning: A review. RIS download Bibtex download
  • Ferdous R, Osmani V & Mayora O (2018) Smartphone apps usage patterns as a predictor of perceived stress levels at workplace. RIS download Bibtex download
  • Osmani V, Forti S, Mayora O & Conforti D (2017) Enabling Prescription-based Health Apps. RIS download Bibtex download
  • Garcia-Ceja E, Osmani V & Mayora O (2015) Automatic Stress Detection in Working Environments from Smartphones' Accelerometer Data: A First Step. RIS download Bibtex download
  • Osmani V, Gruenerbl A, Bahle G, Haring C, Lukowicz P & Mayora O (2015) Smartphones in Mental Health: Detecting Depressive and Manic Episodes. RIS download Bibtex download
  • Popleteev A, Osmani V & Mayora O (2013) Investigation of indoor localization with ambient FM radio stations. RIS download Bibtex download
Professional activities and memberships

I am an invited expert for the following governmental funding bodies:

  • UK's Medical Research Council (MRC)
  • UK's National Institute for Health Research (NIHR)
  • European Commission (EC) in the following programmes:
    • Horizon Europe / Horizon 2020
    • EIC Pathfinder / Future and Emerging Technologies (FET)
    • Main Health Programme
    • Marie Curie Actions programmes
  • Swiss National Science Foundation (SNSF)
  • Dutch Research Council (NWO)

Furthermore, I am on the Editorial Board of BMC Medical Informatics and Decision Making journal as well as an Associate Editor of Frontiers’ Mobile and Ubiquitous Computing Journal.