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1

Machine learning predicts mortality in septic patients using only routinely available ABG variables: a multi-centre evaluation

Wernly, Bernhard, Mamandipoor, Behrooz, Baldia, Philipp, Jung, Christian, Osmani, Venet

Journal:

International Journal of Medical Informatics

Year:

2021

File:

PDF, 2.76 MB

2021

2

Analysis of Social Interactions Through Mobile Phones

Aleksandar Matic, Venet Osmani, Oscar Mayora-Ibarra

Journal:

Mobile Networks and Applications

Year:

2012

Language:

english

File:

PDF, 931 KB

english, 2012

3

An analysis of distance estimation to detect proximity in social interactions

Venet Osmani, Iacopo Carreras…

Journal:

Journal of Ambient Intelligence and Humanized Computing

Year:

2014

Language:

english

File:

PDF, 780 KB

english, 2014

4

[IEEE 2007 IEEE 66th Vehicular Technology Conference - Baltimore, MD, USA (2007.09.30-2007.10.3)] 2007 IEEE 66th Vehicular Technology Conference - A Bayesian Network and Rule-Base Approach Towards Activity Inference

Osmani, Venet, Balasubramaniam, Sasitharan, Botvich, Dmitri

Year:

2007

Language:

english

File:

PDF, 376 KB

english, 2007

5

Exploring the link between behaviour and health

Gravenhorst, Franz, Osmani, Venet, Arnrich, Bert, Muaremi, Amir

Journal:

Personal and Ubiquitous Computing

Year:

2015

Language:

english

File:

PDF, 113 KB

english, 2015

6

[ACM Press International Conference - Vienna, Austria (2013.12.02-2013.12.04)] Proceedings of International Conference on Advances in Mobile Computing & Multimedia - MoMM '13 - Monitoring activity of patients with bipolar disorder using smart phones

Osmani, Venet, Maxhuni, Alban, Grünerbl, Agnes, Lukowicz, Paul, Haring, Christian, Mayora, Oscar

Year:

2013

Language:

english

File:

PDF, 499 KB

english, 2013

7

Stress modelling and prediction in presence of scarce data

Maxhuni, Alban, Hernandez-Leal, Pablo, Sucar, L. Enrique, Osmani, Venet, Morales, Eduardo F., Mayora, Oscar

Journal:

Journal of Biomedical Informatics

Year:

2016

Language:

english

File:

PDF, 2.39 MB

english, 2016

8

[ACM Press the 11th EAI International Conference - Barcelona, Spain (2017.05.23-2017.05.26)] Proceedings of the 11th EAI International Conference on Pervasive Computing Technologies for Healthcare - PervasiveHealth '17 - Challenges and opportunities in evolving TreC personal health record platform

Osmani, Venet, Forti, Stefano, Mayora, Oscar, Conforti, Diego

Year:

2017

Language:

english

File:

PDF, 237 KB

english, 2017

9

Human activity recognition in pervasive health-care: Supporting efficient remote collaboration

Venet Osmani, Sasitharan Balasubramaniam, Dmitri Botvich

Journal:

Journal of Network and Computer Applications

Year:

2008

Language:

english

File:

PDF, 890 KB

english, 2008

10

FM radio for indoor localization with spontaneous recalibration

Aleksandar Matic, Andrei Popleteev, Venet Osmani, Oscar Mayora-Ibarra

Journal:

Pervasive and Mobile Computing

Year:

2010

Language:

english

File:

PDF, 1.71 MB

english, 2010

11

Mental health and the impact of ubiquitous technologies

Bert Arnrich, Venet Osmani, Jakob Bardram

Journal:

Personal and Ubiquitous Computing

Year:

2013

Language:

english

File:

PDF, 105 KB

english, 2013

12

[IEEE 2010 IEEE International Conference on Pervasive Computing and Communications (PerCom) - Mannheim, Germany (2010.03.29-2010.04.2)] 2010 IEEE International Conference on Pervasive Computing and Communications (PerCom) - Tuning to your position: FM radio based indoor localization with spontaneous recalibration

Matic, Aleksandar, Papliatseyeu, Andrei, Osmani, Venet, Mayora-Ibarra, Oscar

Year:

2010

Language:

english

File:

PDF, 2.07 MB

english, 2010

13

Mobile phones as medical devices in mental disorder treatment: an overview

Gravenhorst, Franz, Muaremi, Amir, Bardram, Jakob, Grünerbl, Agnes, Mayora, Oscar, Wurzer, Gabriel, Frost, Mads, Osmani, Venet, Arnrich, Bert, Lukowicz, Paul, Tröster, Gerhard

Journal:

Personal and Ubiquitous Computing

Year:

2015

Language:

english

File:

PDF, 1.37 MB

english, 2015

14

[IEEE 2012 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops) - Lugano, Switzerland (2012.03.19-2012.03.23)] 2012 IEEE International Conference on Pervasive Computing and Communications Workshops - Comm2Sense: Detecting proximity through smartphones

Carreras, Iacopo, Matic, Aleksandar, Saar, Piret, Osmani, Venet

Year:

2012

Language:

english

File:

PDF, 660 KB

english, 2012

15

[IEEE 2012 IEEE International Conference on Pervasive Computing and Communications (PerCom) - Lugano, Switzerland (2012.03.19-2012.03.23)] 2012 IEEE International Conference on Pervasive Computing and Communications - Investigation of indoor localization with ambient FM radio stations

Popleteev, Andrei, Osmani, Venet, Mayora, Oscar

Year:

2012

Language:

english

File:

PDF, 931 KB

english, 2012

16

Smartphone-Based Recognition of States and State Changes in Bipolar Disorder Patients

Grunerbl, Agnes, Muaremi, Amir, Osmani, Venet, Bahle, Gernot, Ohler, Stefan, Troster, Gerhard, Mayora, Oscar, Haring, Christian, Lukowicz, Paul

Journal:

IEEE Journal of Biomedical and Health Informatics

Year:

2015

Language:

english

File:

PDF, 3.70 MB

english, 2015

17

[ACM Press the 2013 ACM conference - Zurich, Switzerland (2013.09.08-2013.09.12)] Proceedings of the 2013 ACM conference on Pervasive and ubiquitous computing adjunct publication - UbiComp '13 Adjunct - Virtual uniforms

Matic, Aleksandar, Maxhuni, Alban, Osmani, Venet, Mayora, Oscar

Year:

2013

Language:

english

File:

PDF, 2.51 MB

english, 2013

18

[ACM Press the 7th International Conference - Rhodes, Greece (2014.05.27-2014.05.30)] Proceedings of the 7th International Conference on PErvasive Technologies Related to Assistive Environments - PETRA '14 - Tell me your apps and I will tell you your mood

Alvarez-Lozano, Jorge, Osmani, Venet, Mayora, Oscar, Frost, Mads, Bardram, Jakob, Faurholt-Jepsen, Maria, Kessing, Lars Vedel

Year:

2014

Language:

english

File:

PDF, 472 KB

english, 2014

19

Smartphones in Mental Health: Detecting Depressive and Manic Episodes

Journal:

IEEE Pervasive Computing

Year:

2015

Language:

english

File:

PDF, 571 KB

english, 2015

20

Automatic Stress Detection in Working Environments from Smartphones’ Accelerometer Data: A First Step

Ceja, Enrique, Osmani, Venet, Mayora, Oscar

Journal:

IEEE Journal of Biomedical and Health Informatics

Year:

2015

Language:

english

File:

PDF, 4.00 MB

english, 2015

21

[ACM Press the 5th Augmented Human International Conference - Kobe, Japan (2014.03.07-2014.03.08)] Proceedings of the 5th Augmented Human International Conference on - AH '14 - Using smart phone mobility traces for the diagnosis of depressive and manic episodes in bipolar patients

Gruenerbl, Agnes, Osmani, Venet, Bahle, Gernot, Carrasco, Jose C., Oehler, Stefan, Mayora, Oscar, Haring, Christian, Lukowicz, Paul

Year:

2014

Language:

english

File:

PDF, 351 KB

english, 2014

22

[ACM Press the 12th ACM international conference adjunct papers - Copenhagen, Denmark (2010.09.26-2010.09.29)] Proceedings of the 12th ACM international conference adjunct papers on Ubiquitous computing - Ubicomp '10 - UbiHealth 2010

Arnrich, Bert, Osmani, Venet, Riva, Giuseppe, Bardram, Jakob

Year:

2010

Language:

english

File:

PDF, 362 KB

english, 2010

23

[ACM Press the 2014 ACM International Joint Conference - Seattle, Washington (2014.09.13-2014.09.17)] Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing Adjunct Publication - UbiComp '14 Adjunct - Mobile monitoring of formal and informal social interactions at workplace

Matic, Aleksandar, Osmani, Venet, Mayora-Ibarra, Oscar

Year:

2014

Language:

english

File:

PDF, 144 KB

english, 2014

24

Classification of bipolar disorder episodes based on analysis of voice and motor activity of patients

Maxhuni, Alban, Muñoz-Meléndez, Angélica, Osmani, Venet, Perez, Humberto, Mayora, Oscar, Morales, Eduardo F.

Journal:

Pervasive and Mobile Computing

Year:

2016

Language:

english

File:

PDF, 1.07 MB

english, 2016

25

[ICST 3d International ICST Conference on Pervasive Computing Technologies for Healthcare - London, UK (2009.08.04-2009.04.03)] Proceedings of the 3d International ICST Conference on Pervasive Computing Technologies for Healthcare - Human activity recognition supporting context-appropriate reminders for elderly

Osmani, Venet, Zhang, Daqing, Balasubramaniam, Sasitharan

Year:

2009

Language:

english

File:

PDF, 972 KB

english, 2009

26

[IEEE 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) - Milan (2015.8.25-2015.8.29)] 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) - Investigating correlation between verbal interactions and perceived stress

Ferdous, Raihana, Osmani, Venet, Beltran Marquez, Jessica, Mayora, Oscar

Year:

2015

Language:

english

File:

PDF, 603 KB

english, 2015

27

[IEEE 6th International Conference on Pervasive Computing Technologies for Healthcare - San Diego, United States (2012.05.21-2012.05.24)] Proceedings of the 6th International Conference on Pervasive Computing Technologies for Healthcare - Multi-Modal Mobile Sensing of Social Interactions

Matic, Aleksandar, Osmani, Venet, Maxhuni, Alban, Mayora, Oscar

Year:

2012

Language:

english

File:

PDF, 755 KB

english, 2012

28

[ICST 9th International Conference on Pervasive Computing Technologies for Healthcare - Istanbul, Turkey (2015.05.20-2015.05.23)] Proceedings of the 9th International Conference on Pervasive Computing Technologies for Healthcare - Smartphone app usage as a predictor of perceived stress levels at workplace

Osmani, Venet, Ferdous, Raihana, Mayora, Oscar

Year:

2015

Language:

english

File:

PDF, 122 KB

english, 2015

29

[ICST 3d International ICST Conference on Pervasive Computing Technologies for Healthcare - London, UK (2009.08.04-2009.04.03)] Proceedings of the 3d International ICST Conference on Pervasive Computing Technologies for Healthcare - Technologies to monitor cognitive decline - A preliminary case study

Matic, Aleksandar, Osmani, Venet

Year:

2009

Language:

english

File:

PDF, 750 KB

english, 2009

30

[ACM Press the 11th EAI International Conference - Barcelona, Spain (2017.05.23-2017.05.26)] Proceedings of the 11th EAI International Conference on Pervasive Computing Technologies for Healthcare - PervasiveHealth '17 - Enabling prescription-based health apps

Osmani, Venet, Forti, Stefano, Mayora, Oscar, Conforti, Diego

Year:

2017

Language:

english

File:

PDF, 294 KB

english, 2017

31

[IEEE 5th International ICST Conference on Pervasive Computing Technologies for Healthcare - Dublin, Republic of Ireland (2011.05.23-2011.05.26)] Proceedings of the 5th International ICST Conference on Pervasive Computing Technologies for Healthcare - Correlation Between Self-Reported Mood States and Objectively Measured Social Interactions at Work: A Pilot Study

Maxhuni, Alban, Matic, Aleksandar, Osmani, Venet, Mayora, Oscar

Year:

2011

Language:

english

File:

PDF, 235 KB

english, 2011

32

[IEEE 4th International ICST Conference on Pervasive Computing Technologies for Healthcare - Munchen, Germany (2010.03.22-2010.03.25)] Proceedings of the 4th International ICST Conference on Pervasive Computing Technologies for Healthcare - AID-ME: Automatic identification of dressing failures through monitoring of patients and activity Evaluation

Matic, Aleksandar, Mehta, Priyal, Rehg, James M., Osmani, Venet, Mayora, Oscar

Year:

2010

Language:

english

File:

PDF, 1.15 MB

english, 2010

33

[ACM Press the 12th EAI International Conference - New York, NY, USA (2018.05.21-2018.05.24)] Proceedings of the 12th EAI International Conference on Pervasive Computing Technologies for Healthcare - PervasiveHealth '18 - Automatic processing of Electronic Medical Records using Deep Learning

Osmani, Venet, Li, Li, Danieletto, Matteo, Glicksberg, Benjamin, Dudley, Joel, Mayora, Oscar

Year:

2018

Language:

english

File:

PDF, 321 KB

english, 2018

34

Detecting dressing failures using temporal–relational visual grammars

Ruiz, Elias, Osmani, Venet, Sucar, L. Enrique, Mayora, Oscar

Journal:

Journal of Ambient Intelligence and Humanized Computing

Year:

2018

Language:

english

File:

PDF, 2.15 MB

english, 2018

35

Monitoring and detecting faults in wastewater treatment plants using deep learning

Mamandipoor, Behrooz, Majd, Mahshid, Sheikhalishahi, Seyedmostafa, Modena, Claudio, Osmani, Venet

Journal:

Environmental Monitoring and Assessment

Year:

2020

Language:

english

File:

PDF, 884 KB

english, 2020

36

Unobtrusive Stress Assessment Using Smartphones

Maxhuni, Alban, Hernadez-Leal, Pablo, Morales, Eduardo F., Sucar, Enrique, Osmani, Venet, Mayora, Oscar

Journal:

IEEE Transactions on Mobile Computing

Year:

2020

Language:

english

File:

PDF, 2.50 MB

english, 2020

37

Benchmarking machine learning models on multi-centre eICU critical care dataset

Sheikhalishahi, Seyedmostafa, Balaraman, Vevake, Osmani, Venet, Na, Kyoung-Sae

Journal:

Year:

2020

File:

PDF, 1.28 MB

2020

38

Indoor Positioning Using FM Radio

Papliatseyeu, Andrei, Osmani, Venet, Mayora, Oscar

Journal:

International Journal of Handheld Computing Research

Year:

2010

File:

PDF, 3.00 MB

2010

39

Sex-specific outcomes and management in critically ill septic patients

Wernly, Bernhard, Bruno, Raphael Romano, Mamandipoor, Behrooz, Jung, Christian, Osmani, Venet

Journal:

European Journal of Internal Medicine

Year:

2020

File:

PDF, 674 KB

2020

40

Failure of Lactate Clearance Predicts the Outcome of Critically Ill Septic Patients

Bruno, Raphael Romano, Wernly, Bernhard, Binneboessel, Stephan, Baldia, Philipp, Duse, Dragos Andrei, Erkens, Ralf, Kelm, Malte, Mamandipoor, Behrooz, Osmani, Venet, Jung, Christian

Journal:

Year:

2020

File:

PDF, 682 KB

2020