CURRICULUM VITAE____________________________________________________
Dr Ugur Bilge
EMPLOYMENT DETAILS_________________________________________________
Research Scientist, Modelling Expert - SimWorld Ltd
Apr 2014 – Dec. 2014 Data Scientist – Business Intelligence, J. Sainsbury plc, Holborn, London - Data mining, designing and developing systems for forecasting and optimisation
Jul. 2010 – Dec. 2012 Modelling Expert – REDD Game Project, London School of Economics (LSE) Design and development of an Agent Based Simulation game (SimPachamama) in NetLogo for Reduction of Emissions from Deforestation and Degradation (REDD) in Bolivia
Mar. 2010 – Jan. 2011 Modelling Expert / Consultant – IIASA, Laxenburg, Austria - Design and development of a multi-agent global trade network simulator for Finland
Oct. 2009 – Oct. 2013 Visiting Senior Research Associate – Complexity Group, LSE - Research in Complex Social Systems, Organisational Complexity
March 2006, July 2006, March 2007 Tutor – Taught Course for Researchers on Complexity Science at LSE - Lectured researchers on Complex Systems, Chaos, Agent Based Modelling with real world applications at London School of Economics.
May 2003 – Apr 2014 Lecturer / Assistant Professor - Department of Biostatistics and Medical Informatics, Akdeniz University Faculty of Medicine, Antalya, Turkey. Teaching Undergraduate, MSc and PhD students: Data Mining, Complex Systems and Simulation, Artificial Intelligence and Neural Nets, Java Programming Language. Wrote an Agent Based Simulation in Java for managing COPD (Chronic Obstructive Pulmonary Disease)
Sep. 98 – now Director / Consultant - SimWorld Ltd
Oil World Simulator: A coarse grain simulation of worldwide oil reserves, production, imports, exports, linked to economic growth, demonstrated at Kenos Circle meeting in Vienna, in April 2006
Integration of Complex Social Systems (ICoSS) Project: Modelling Expert for the EPSRC funded project at London School of Economics, investigating Organisational Forms, modelling and simulating patterns of Connectivity in the Work Place
Container World Project: Designed and developed prototype simulator for the EPSRC funded Container World UK Project for Imperial College, London
CommodiCast Inc: Upgrading, testing and fine-tuning SimFolio, a portfolio risk optimisation simulator for global asset allocation and stock selection, for CommodiCast Inc, Santa Fe, New Mexico, USA
Jun. 94 – Sep. 98 Consultant - Innovation Centre, J. Sainsbury plc, Stamford Street, London
Responsible for designing and developing state of the art systems for Forecasting, Optimisation, Data Mining and Decision Support
SimStore Project: Designed and developed a simulator for customer movements in a supermarket as an application of Complex Adaptive Systems, investigated patterns in customer shopping times, and simulated shopping agents
Weather Impact on Sales: Applied Neural Nets for forecasting the impact of weather on sales, extracted Fuzzy Rules linking external events and sales
Transport Optimisation Project: Designed and developed a bespoke optimisation algorithm for Planning and Scheduling of J. Sainsbury lorries.
SABRE Space Optimisation Project: Designed and developed the Shelf Space Optimisation algorithm, using Genetic Algorithms
Jan. 94 - Jun. 94 Research Fellow - Department of Computer Science, UCL, London
Worked in the European funded RENEGADE project in the research and development of Parallel Genetic Algorithms and their applications
Jun. 93 - Jan. 94 Consultant - Econostat Limited, Hennerton House, Wargrave, Bucks.
Developed tools for Asset Allocation and Portfolio Management in the Global Bond Markets
Mar. 90 - Jun. 93 Research Assistant - Department of Computer Science, UCL, London
ESPRIT II PYGMALION and GALATEA Projects: Worked on the research and development for the first European Neural Computer
Department of Anatomy, UCL: Worked in developing algorithms for clustering Neural Spikes from the rat’s Hippocampus.
DTI/SERC Neural Networks for Financial Services Project: Investigated the applicability of Neural Nets for financial forecasting
Aug. 88 - Mar. 89 Consultant Programmer - Hallite Seals International, Middlesex
Developed a Finite Element Method program in Fortran 77 to predict the deflected shapes, forces and stresses on plastic seals
Dec. 84 - Nov. 85 Analyst Programmer -The Computer Centre, Bosphorus University, Istanbul
Designed a system for registration and maintenance of students' records using Dbase II, Cobol, Fortran, Basic and Pascal
EDUCATION AND QUALIFICATIONS_______________________________________________________
Mar. 89 - Dec. 93 PhD in Computer Science
University College London (UCL), Thesis Title: “Analysis, Representation and Mapping of Neural Networks onto Parallel Hardware”
Research work included: Financial Forecasting, Pattern Recognition, Data Clustering and parallel simulations of Neural Networks using C/C++, TCP/IP
Sep. 87 - Mar. 89 MSc in Robotics and Computer Integrated Engineering
Middlesex University, MSc awarded with Distinction by CNAA.
Thesis Title: "An Axisymmetric Finite Element Program for Reciprocating Seal Analysis"
Thesis work: Finite Element Method simulations in Turbo Pascal and Fortran 77
Sep. 74 - Feb. 81 BSc in Electronics and Telecommunications
Istanbul Technical University, Turkey.
Larned Systems Theory, Control Systems, Fortran IV and Cobol
(Also studied at Faculty of Mechanical Engineering for 2.5 years)
TEACHING EXPERIENCE_______________________________________________________________
In 2006 and 2007, at London School of Economics, Taught Course for Researchers on Complexity Science, Teaching Research Students and Consultants: Complex Systems, Chaos, and Agent Based Modelling
Since 2003, Akdeniz University Faculty of Medicine, Department of Biostatistics and Medical Informatics:
Teaching Undergraduate Medical Students: Medical Informatics, Problem Based Education modules, Medical English and Journal Clubs
Teaching MSc and PhD students: Data Mining, Complex Systems and Simulation, Artificial Intelligence and Neural Nets, Intelligent Systems in Medicine, Java Programming Language
MSc Theses supervised:
Development of Internet Based Clinical Guidelines for supporting Intensive Care Decision Making Processes in Patient Admissions, Diagnosis and Treatment, Deniz Ozel, 2010
Analysis of Otolaryngology Discharge Notes using Text Mining Techniques, Basak Oguz, 2009
A Clinical Information System Example with Object Oriented Approach: Pediatric Endocrinology, Mehmet Kemal Samur, 2008
Administrative responsibilities:
Head of Department, Biostatistics and Medical Informatics, Akdeniz University Faculty of Medicine (Jan - June 2013)
Foreign Language Coordinator at the Education Committee, Akdeniz University Faculty of Medicine (2006 - 2013)
SEMINARS DELIVERED_________________________________________________________
Global Trade Network Simulator and Agent Based Modelling, London School of Economics Complexity Group Seminar, 15th June 2011
Global Trade Network Simulator, IIASA Laxenburg, Austria, 22nd November 2010
Agent Based Modelling in the Real World, Centre for Economic Agents and Finance, University of Essex, 23rd March 2010
Agent Based Modelling - Simulation Environments – a Practical Workshop, London School of Economics, 10th February 2010
Agent Based Modelling in the Real World, LSE Complexity Seminar, London School of Economics, 30th November 2009
Agent Based Modelling in the Real World, IIASA Laxenburg, Austria, 20th November 2009
Oil World Simulator, Kenos Circle, Vienna, April 2006
PUBLICATIONS__________________________________________________________________________
Bilge U., Agent Based Modelling And The Global Trade Network, in: Handbook of Complexity and Public Policy, Robert Geyer, Paul Cairney, Eds., Edward Elgar, 2015, London, pp.320-327
Cilli A, et al. Community-acquired pneumonia in patients with chronic obstructive pulmonary disease requiring admission to the intensive care unit..., J Crit Care (2013), http://dx.doi.org/10.1016/j.jcrc.2013.08.004 [In press]
Erdem H, et al. Mortality indicators in community-acquired pneumonia requiring intensive care in Turkey. Int J Infect Dis (2013), http://dx.doi.org/10.1016/j.ijid.2013.03.015 [In press]
Ugur Bilge, Mehmet Kemal Samur, Ozgur Tosun, Data Mining Framework with Genetic Algorithms for Genotype and Phenotype Integrated Datasets, Journal of Information Systems Technology & Planning (JISTP), Volume 6, Issue 17 (Summer 2013)
Ugur Bilge, Selen Bozkurt, Sedat Durmaz, Application of Data Mining Techniques for Detecting Asymptomatic Carotid Artery Stenosis, Computers and Electrical Engineering Vol 39, Issue 5, pp. 1499-1505, July 2013
Ozel D, Bilge U, Zayim N, Cengiz M, A web-based intensive care clinical decision support system: From design to evaluation, Inform Health Soc Care, 2013 Mar;38(2):79-92
Bilge U, Bozkurt S, Yolcular BO, Ozel D, Can social web help to detect influenza related illnesses in Turkey? Studies in Health Technology and Informatics, 2012; 174:100-4
Aykut Cilli, Rusen Uzun, Ugur Bilge, The accuracy of autotitrating CPAP-determined residual apnea–hypopnea index, Sleep Breath, DOI 10.1007/s11325-012-0670-x, Springer-Verlag 2012
Manguoglu E, Akdeniz S, Dundar NO, Duman O, Aktekin B, Haspolat S, Bilge U, Ozel D, Luleci G, RLIP76 Gene Variants are not Associated with Drug Response in Turkish Epilepsy Patients, BALKAN JOURNAL OF MEDICAL GENETICS Vol: 14 Issue: 1 pp: 25-30, 2011
Murat Canpolat, Tuba Denkceken, Seyda Karaveli, Elif Pestereli, Gülgün Erdoğan, Deniz Özel, Uğur Bilge, and Tayup Simsek, Detection of precancerous cervical conditions using elastic light single-scattering spectroscopy, Proc. SPIE 7573, 75730V (2010)
Gulkesen KH, Koksal IT, Bilge U, Saka O, Comparison of methods for prediction of prostate cancer in Turkish men with PSA levels of 0–10 ng/mL, J BUON; Jul-Sep 2010; vol 15, no 3, p537-542
Ugur Bilge, Utku Senol, Osman Saka, Informal Social Networks amongst Administrative Staff at a University Hospital, Studies in Health Technology and Informatics, 2009, 150, p282-286
Cenker Eken, Ugur Bilge, Mutlu Kartal, Oktay Eray, Artificial neural network, genetic algorithm, and logistic regression applications for predicting renal colic in emergency settings, International Journal of Emergency Medicine, 03.09.2009, vol 2, no 2, p99-105
Y.K. Yuce, U. Bilge, O. Saka, MAMAS: Mobile Asthma Monitoring and Assessment System, Journal on Information Technology in Healthcare 2007 5(4): 229-238
Bilge U, Saka O, Agent based simulations in healthcare, Studies in Health Technology and Informatics, 2006, 124, p699-704
Bozcuk H, Bilge U, Koyuncu E, Gülkesen H, An application of Genetic Algorithm in conjunction with other data mining methods for estimating outcome after hospitalization in cancer patients, Medical Science Monitor, 2004, 10(6), CR246-251
U. Bilge and F. Franca, Computing with Neural Networks, International Industrial Biotechnology vol. 9, no. 4, July 1989
INTERNATIONAL CONFERENCE PAPERS_________________________________________________
Ugur Bilge, Mehmet Kemal Samur, Ozgur Tosun, Data Mining Framework with Genetic Algorithms for Genotype and Phenotype Integrated Datasets, Intellectbase Academic Conference, March 2013, Bangkok, Thailand
M. K. Samur, O. Tosun, U. Bilge, A Method For Integrating Two Different Genomic Data Types To Identify Disease Related Genetic Pathways And An Application With Bipolar Disorder Data, HIBIT 2012 Proceeedings, p.41, April 2012, Urgup, Turkey
Samur M.K., Bilge U., Samur A.A., Tosun O. Application of Artificial Neural Network and Logistic Regressions on the Data Obtained from Pediatric Endocrinology Information System to Predict Familial Short Stature, 19th International Conference on Computational Statistics, 22-27 August 2010, Paris, France
Oguz B., Bilge U., Samur M.K., Isleyen F. Association Rules Extraction from the Otolaryngology Discharge Notes, 19th International Conference on Computational Statistics, 22-27 August 2010, Paris, France
M. K. Samur, U. Bilge, U. Senol, Corpus Callosum Segmentation and Characterizations, HIBIT 2010 Proceedings" p.220, April 2010, Antalya, Turkey
Bilge Ugur, Senol Utku. Investigating Informal Social Networks Amongst Administrative Staff at a University Hospital, Informatica 2009, Informatica Trabajos.pdf p.667, Havana, Cuba, February 2009
Alimoglu M Kemal, Bilge Ugur. An E-Learning Module to Improve Language Related Communications Skills in Healthcare (E-LANCOM), Informatica 2009, Informatica Trabajos.pdf p.676, Havana, Cuba, February 2009
Oguz Basak, Bilge Ugur, Samur M Kemal. Transforming Unstructured Otolaryngology Discharge Notes into a Structured Form, Informatica 2009, Informatica Trabajos.pdf p.674, Havana, Cuba, February 2009
Ozbek Fatih, Senol Utku, Bilge Ugur. A Clinical Decision Support System for Clinicians for Determining Appropriate Radiological Imaging Examination, Informatica 2009, Informatica Trabajos.pdf p.674, Havana, Cuba, February 2009
Samur Mehmet Kemal, Bilge Ugur, Tosun Ozgur, Turkkahraman Doga, Bircan Iffet. Software for Patient Record and Oxological Evaluation in Pediatric Endocrinology, Informatica 2009, Informatica Trabajos.pdf p.671, Havana, Cuba, February 2009
Ozel Deniz, Bilge Ugur, Saka Osman. Clinical Practice Guidelines in Intensive Care Unit: Preferences and Attitudes of ICU Physicians in a University Hospital, Informatica 2009, Informatica Trabajos.pdf p.672, Havana, Cuba, February 2009
Y.K. Yüce, U. Bilge, O. Saka, MAMAS: Mobile Asthma Monitoring and Assessment System, 5th ICICTH International Conference on Information Communication Technologies in Health, 5-7 July Samos 2007, pp.218-225
Y.K. Yüce, E. Sümen, A. Aktaş, S. Bozkurt, N. Zayim, U. Bilge, Attitudes of the patients of Akdeniz University Hospital Towards a Short-Message Service Based Appointment Reminder System, 5th ICICTH International Conference on Information Communication Technologies in Health,5-7 July Samos 2007, pp.38-43
K. Hakan Gülkesen, Uğur Bilge, I. Türker Köksal, Osman Saka Use of Genetic Algorithm for Prediction of Prostate Cancer, HIBIT07, International Symposium on Health Informatics and Bioinformatics 2007, Antalya
Ugur Bilge, Alasdair Honeyman and Osman Saka, Agent Based Simulations for Chronic Obstructive Pulmonary Disease (COPD), Second Middle East Conference on Healthcare Informatics, Dubai, United Arab Emirates, 9-10 April 2005
Ugur Bilge, Hakan S. Bozcuk, Osman Saka, K. Hakan Gulkesen and Emine Koyuncu, An Application of Genetic Algorithms for Estimating Oncology Patients Chance of Survival, Proceedings of Euromise 2004, Prague, 12-16 April 2004, p42
Yılmaz Yüce, Ugur Bilge, Osman Saka, An experimental medical operations broadcast system for educational medicine, Proceedings of Euromise 2004, Prague, 12-16 April 2004, p117
Ozgur Tosun, Ugur Bilge, Osman Saka, A Web based decision support software for selecting hypothesis test, Proceedings of Euromise 2004, Prague, 12-16 April 2004, p37
U. Bilge, A. N. Refenes, C. Diamond and J. Shadbolt, Application of Sensitivity Analysis Techniques to Neural Network Bond Forecasting, Proceedings of 1st International Conference on Neural Networks in Capital Markets, London Business School, November 1993
A. N. Refenes and U. Bilge, Self-Organising Maps in Pre-Processing Datasets for Decision Support in Histopathalogy, Proceedings of the North Sea Conference on Biomedical Engineering, Nov 1990
Dr Ugur Bilge
EMPLOYMENT DETAILS_________________________________________________
Research Scientist, Modelling Expert - SimWorld Ltd
Apr 2014 – Dec. 2014 Data Scientist – Business Intelligence, J. Sainsbury plc, Holborn, London - Data mining, designing and developing systems for forecasting and optimisation
Jul. 2010 – Dec. 2012 Modelling Expert – REDD Game Project, London School of Economics (LSE) Design and development of an Agent Based Simulation game (SimPachamama) in NetLogo for Reduction of Emissions from Deforestation and Degradation (REDD) in Bolivia
Mar. 2010 – Jan. 2011 Modelling Expert / Consultant – IIASA, Laxenburg, Austria - Design and development of a multi-agent global trade network simulator for Finland
Oct. 2009 – Oct. 2013 Visiting Senior Research Associate – Complexity Group, LSE - Research in Complex Social Systems, Organisational Complexity
March 2006, July 2006, March 2007 Tutor – Taught Course for Researchers on Complexity Science at LSE - Lectured researchers on Complex Systems, Chaos, Agent Based Modelling with real world applications at London School of Economics.
May 2003 – Apr 2014 Lecturer / Assistant Professor - Department of Biostatistics and Medical Informatics, Akdeniz University Faculty of Medicine, Antalya, Turkey. Teaching Undergraduate, MSc and PhD students: Data Mining, Complex Systems and Simulation, Artificial Intelligence and Neural Nets, Java Programming Language. Wrote an Agent Based Simulation in Java for managing COPD (Chronic Obstructive Pulmonary Disease)
Sep. 98 – now Director / Consultant - SimWorld Ltd
Oil World Simulator: A coarse grain simulation of worldwide oil reserves, production, imports, exports, linked to economic growth, demonstrated at Kenos Circle meeting in Vienna, in April 2006
Integration of Complex Social Systems (ICoSS) Project: Modelling Expert for the EPSRC funded project at London School of Economics, investigating Organisational Forms, modelling and simulating patterns of Connectivity in the Work Place
Container World Project: Designed and developed prototype simulator for the EPSRC funded Container World UK Project for Imperial College, London
CommodiCast Inc: Upgrading, testing and fine-tuning SimFolio, a portfolio risk optimisation simulator for global asset allocation and stock selection, for CommodiCast Inc, Santa Fe, New Mexico, USA
Jun. 94 – Sep. 98 Consultant - Innovation Centre, J. Sainsbury plc, Stamford Street, London
Responsible for designing and developing state of the art systems for Forecasting, Optimisation, Data Mining and Decision Support
SimStore Project: Designed and developed a simulator for customer movements in a supermarket as an application of Complex Adaptive Systems, investigated patterns in customer shopping times, and simulated shopping agents
Weather Impact on Sales: Applied Neural Nets for forecasting the impact of weather on sales, extracted Fuzzy Rules linking external events and sales
Transport Optimisation Project: Designed and developed a bespoke optimisation algorithm for Planning and Scheduling of J. Sainsbury lorries.
SABRE Space Optimisation Project: Designed and developed the Shelf Space Optimisation algorithm, using Genetic Algorithms
Jan. 94 - Jun. 94 Research Fellow - Department of Computer Science, UCL, London
Worked in the European funded RENEGADE project in the research and development of Parallel Genetic Algorithms and their applications
Jun. 93 - Jan. 94 Consultant - Econostat Limited, Hennerton House, Wargrave, Bucks.
Developed tools for Asset Allocation and Portfolio Management in the Global Bond Markets
Mar. 90 - Jun. 93 Research Assistant - Department of Computer Science, UCL, London
ESPRIT II PYGMALION and GALATEA Projects: Worked on the research and development for the first European Neural Computer
Department of Anatomy, UCL: Worked in developing algorithms for clustering Neural Spikes from the rat’s Hippocampus.
DTI/SERC Neural Networks for Financial Services Project: Investigated the applicability of Neural Nets for financial forecasting
Aug. 88 - Mar. 89 Consultant Programmer - Hallite Seals International, Middlesex
Developed a Finite Element Method program in Fortran 77 to predict the deflected shapes, forces and stresses on plastic seals
Dec. 84 - Nov. 85 Analyst Programmer -The Computer Centre, Bosphorus University, Istanbul
Designed a system for registration and maintenance of students' records using Dbase II, Cobol, Fortran, Basic and Pascal
EDUCATION AND QUALIFICATIONS_______________________________________________________
Mar. 89 - Dec. 93 PhD in Computer Science
University College London (UCL), Thesis Title: “Analysis, Representation and Mapping of Neural Networks onto Parallel Hardware”
Research work included: Financial Forecasting, Pattern Recognition, Data Clustering and parallel simulations of Neural Networks using C/C++, TCP/IP
Sep. 87 - Mar. 89 MSc in Robotics and Computer Integrated Engineering
Middlesex University, MSc awarded with Distinction by CNAA.
Thesis Title: "An Axisymmetric Finite Element Program for Reciprocating Seal Analysis"
Thesis work: Finite Element Method simulations in Turbo Pascal and Fortran 77
Sep. 74 - Feb. 81 BSc in Electronics and Telecommunications
Istanbul Technical University, Turkey.
Larned Systems Theory, Control Systems, Fortran IV and Cobol
(Also studied at Faculty of Mechanical Engineering for 2.5 years)
TEACHING EXPERIENCE_______________________________________________________________
In 2006 and 2007, at London School of Economics, Taught Course for Researchers on Complexity Science, Teaching Research Students and Consultants: Complex Systems, Chaos, and Agent Based Modelling
Since 2003, Akdeniz University Faculty of Medicine, Department of Biostatistics and Medical Informatics:
Teaching Undergraduate Medical Students: Medical Informatics, Problem Based Education modules, Medical English and Journal Clubs
Teaching MSc and PhD students: Data Mining, Complex Systems and Simulation, Artificial Intelligence and Neural Nets, Intelligent Systems in Medicine, Java Programming Language
MSc Theses supervised:
Development of Internet Based Clinical Guidelines for supporting Intensive Care Decision Making Processes in Patient Admissions, Diagnosis and Treatment, Deniz Ozel, 2010
Analysis of Otolaryngology Discharge Notes using Text Mining Techniques, Basak Oguz, 2009
A Clinical Information System Example with Object Oriented Approach: Pediatric Endocrinology, Mehmet Kemal Samur, 2008
Administrative responsibilities:
Head of Department, Biostatistics and Medical Informatics, Akdeniz University Faculty of Medicine (Jan - June 2013)
Foreign Language Coordinator at the Education Committee, Akdeniz University Faculty of Medicine (2006 - 2013)
SEMINARS DELIVERED_________________________________________________________
Global Trade Network Simulator and Agent Based Modelling, London School of Economics Complexity Group Seminar, 15th June 2011
Global Trade Network Simulator, IIASA Laxenburg, Austria, 22nd November 2010
Agent Based Modelling in the Real World, Centre for Economic Agents and Finance, University of Essex, 23rd March 2010
Agent Based Modelling - Simulation Environments – a Practical Workshop, London School of Economics, 10th February 2010
Agent Based Modelling in the Real World, LSE Complexity Seminar, London School of Economics, 30th November 2009
Agent Based Modelling in the Real World, IIASA Laxenburg, Austria, 20th November 2009
Oil World Simulator, Kenos Circle, Vienna, April 2006
PUBLICATIONS__________________________________________________________________________
Bilge U., Agent Based Modelling And The Global Trade Network, in: Handbook of Complexity and Public Policy, Robert Geyer, Paul Cairney, Eds., Edward Elgar, 2015, London, pp.320-327
Cilli A, et al. Community-acquired pneumonia in patients with chronic obstructive pulmonary disease requiring admission to the intensive care unit..., J Crit Care (2013), http://dx.doi.org/10.1016/j.jcrc.2013.08.004 [In press]
Erdem H, et al. Mortality indicators in community-acquired pneumonia requiring intensive care in Turkey. Int J Infect Dis (2013), http://dx.doi.org/10.1016/j.ijid.2013.03.015 [In press]
Ugur Bilge, Mehmet Kemal Samur, Ozgur Tosun, Data Mining Framework with Genetic Algorithms for Genotype and Phenotype Integrated Datasets, Journal of Information Systems Technology & Planning (JISTP), Volume 6, Issue 17 (Summer 2013)
Ugur Bilge, Selen Bozkurt, Sedat Durmaz, Application of Data Mining Techniques for Detecting Asymptomatic Carotid Artery Stenosis, Computers and Electrical Engineering Vol 39, Issue 5, pp. 1499-1505, July 2013
Ozel D, Bilge U, Zayim N, Cengiz M, A web-based intensive care clinical decision support system: From design to evaluation, Inform Health Soc Care, 2013 Mar;38(2):79-92
Bilge U, Bozkurt S, Yolcular BO, Ozel D, Can social web help to detect influenza related illnesses in Turkey? Studies in Health Technology and Informatics, 2012; 174:100-4
Aykut Cilli, Rusen Uzun, Ugur Bilge, The accuracy of autotitrating CPAP-determined residual apnea–hypopnea index, Sleep Breath, DOI 10.1007/s11325-012-0670-x, Springer-Verlag 2012
Manguoglu E, Akdeniz S, Dundar NO, Duman O, Aktekin B, Haspolat S, Bilge U, Ozel D, Luleci G, RLIP76 Gene Variants are not Associated with Drug Response in Turkish Epilepsy Patients, BALKAN JOURNAL OF MEDICAL GENETICS Vol: 14 Issue: 1 pp: 25-30, 2011
Murat Canpolat, Tuba Denkceken, Seyda Karaveli, Elif Pestereli, Gülgün Erdoğan, Deniz Özel, Uğur Bilge, and Tayup Simsek, Detection of precancerous cervical conditions using elastic light single-scattering spectroscopy, Proc. SPIE 7573, 75730V (2010)
Gulkesen KH, Koksal IT, Bilge U, Saka O, Comparison of methods for prediction of prostate cancer in Turkish men with PSA levels of 0–10 ng/mL, J BUON; Jul-Sep 2010; vol 15, no 3, p537-542
Ugur Bilge, Utku Senol, Osman Saka, Informal Social Networks amongst Administrative Staff at a University Hospital, Studies in Health Technology and Informatics, 2009, 150, p282-286
Cenker Eken, Ugur Bilge, Mutlu Kartal, Oktay Eray, Artificial neural network, genetic algorithm, and logistic regression applications for predicting renal colic in emergency settings, International Journal of Emergency Medicine, 03.09.2009, vol 2, no 2, p99-105
Y.K. Yuce, U. Bilge, O. Saka, MAMAS: Mobile Asthma Monitoring and Assessment System, Journal on Information Technology in Healthcare 2007 5(4): 229-238
Bilge U, Saka O, Agent based simulations in healthcare, Studies in Health Technology and Informatics, 2006, 124, p699-704
Bozcuk H, Bilge U, Koyuncu E, Gülkesen H, An application of Genetic Algorithm in conjunction with other data mining methods for estimating outcome after hospitalization in cancer patients, Medical Science Monitor, 2004, 10(6), CR246-251
U. Bilge and F. Franca, Computing with Neural Networks, International Industrial Biotechnology vol. 9, no. 4, July 1989
INTERNATIONAL CONFERENCE PAPERS_________________________________________________
Ugur Bilge, Mehmet Kemal Samur, Ozgur Tosun, Data Mining Framework with Genetic Algorithms for Genotype and Phenotype Integrated Datasets, Intellectbase Academic Conference, March 2013, Bangkok, Thailand
M. K. Samur, O. Tosun, U. Bilge, A Method For Integrating Two Different Genomic Data Types To Identify Disease Related Genetic Pathways And An Application With Bipolar Disorder Data, HIBIT 2012 Proceeedings, p.41, April 2012, Urgup, Turkey
Samur M.K., Bilge U., Samur A.A., Tosun O. Application of Artificial Neural Network and Logistic Regressions on the Data Obtained from Pediatric Endocrinology Information System to Predict Familial Short Stature, 19th International Conference on Computational Statistics, 22-27 August 2010, Paris, France
Oguz B., Bilge U., Samur M.K., Isleyen F. Association Rules Extraction from the Otolaryngology Discharge Notes, 19th International Conference on Computational Statistics, 22-27 August 2010, Paris, France
M. K. Samur, U. Bilge, U. Senol, Corpus Callosum Segmentation and Characterizations, HIBIT 2010 Proceedings" p.220, April 2010, Antalya, Turkey
Bilge Ugur, Senol Utku. Investigating Informal Social Networks Amongst Administrative Staff at a University Hospital, Informatica 2009, Informatica Trabajos.pdf p.667, Havana, Cuba, February 2009
Alimoglu M Kemal, Bilge Ugur. An E-Learning Module to Improve Language Related Communications Skills in Healthcare (E-LANCOM), Informatica 2009, Informatica Trabajos.pdf p.676, Havana, Cuba, February 2009
Oguz Basak, Bilge Ugur, Samur M Kemal. Transforming Unstructured Otolaryngology Discharge Notes into a Structured Form, Informatica 2009, Informatica Trabajos.pdf p.674, Havana, Cuba, February 2009
Ozbek Fatih, Senol Utku, Bilge Ugur. A Clinical Decision Support System for Clinicians for Determining Appropriate Radiological Imaging Examination, Informatica 2009, Informatica Trabajos.pdf p.674, Havana, Cuba, February 2009
Samur Mehmet Kemal, Bilge Ugur, Tosun Ozgur, Turkkahraman Doga, Bircan Iffet. Software for Patient Record and Oxological Evaluation in Pediatric Endocrinology, Informatica 2009, Informatica Trabajos.pdf p.671, Havana, Cuba, February 2009
Ozel Deniz, Bilge Ugur, Saka Osman. Clinical Practice Guidelines in Intensive Care Unit: Preferences and Attitudes of ICU Physicians in a University Hospital, Informatica 2009, Informatica Trabajos.pdf p.672, Havana, Cuba, February 2009
Y.K. Yüce, U. Bilge, O. Saka, MAMAS: Mobile Asthma Monitoring and Assessment System, 5th ICICTH International Conference on Information Communication Technologies in Health, 5-7 July Samos 2007, pp.218-225
Y.K. Yüce, E. Sümen, A. Aktaş, S. Bozkurt, N. Zayim, U. Bilge, Attitudes of the patients of Akdeniz University Hospital Towards a Short-Message Service Based Appointment Reminder System, 5th ICICTH International Conference on Information Communication Technologies in Health,5-7 July Samos 2007, pp.38-43
K. Hakan Gülkesen, Uğur Bilge, I. Türker Köksal, Osman Saka Use of Genetic Algorithm for Prediction of Prostate Cancer, HIBIT07, International Symposium on Health Informatics and Bioinformatics 2007, Antalya
Ugur Bilge, Alasdair Honeyman and Osman Saka, Agent Based Simulations for Chronic Obstructive Pulmonary Disease (COPD), Second Middle East Conference on Healthcare Informatics, Dubai, United Arab Emirates, 9-10 April 2005
Ugur Bilge, Hakan S. Bozcuk, Osman Saka, K. Hakan Gulkesen and Emine Koyuncu, An Application of Genetic Algorithms for Estimating Oncology Patients Chance of Survival, Proceedings of Euromise 2004, Prague, 12-16 April 2004, p42
Yılmaz Yüce, Ugur Bilge, Osman Saka, An experimental medical operations broadcast system for educational medicine, Proceedings of Euromise 2004, Prague, 12-16 April 2004, p117
Ozgur Tosun, Ugur Bilge, Osman Saka, A Web based decision support software for selecting hypothesis test, Proceedings of Euromise 2004, Prague, 12-16 April 2004, p37
U. Bilge, A. N. Refenes, C. Diamond and J. Shadbolt, Application of Sensitivity Analysis Techniques to Neural Network Bond Forecasting, Proceedings of 1st International Conference on Neural Networks in Capital Markets, London Business School, November 1993
A. N. Refenes and U. Bilge, Self-Organising Maps in Pre-Processing Datasets for Decision Support in Histopathalogy, Proceedings of the North Sea Conference on Biomedical Engineering, Nov 1990