UniOGS – Introduction to Doctoral Training October 18, 2018 Information Technology and Electrical Engineering Doctoral Programme – ITEE-DP Phd Mirjami Jutila ITEE-DP coordinator Infotech Oulu Focus Institute coordinator University of Oulu

Strategic mission of Infotech Oulu Aims to design, facilitate and support collaboration: Within the focus institute Within the focus area With other focus areas Organize Infotech and focus area activities that benefit the PIs, the post docs and the students Promote long term research and researcher training through 12 spearhead projects and 5 emerging projects Just finished (or finishing) recruiting post-doc researchers and Phd students for the years 2018-2022 Histopathological grading of osteochondral tissues is widely used as the gold standard in OA research Also relatively common approach in post-surgery in vitro diagnostics Conventional histopathological grading has a number of limitations: Destructive Sample processing artefacts A few 2D sections are limited to evaluation of local degeneration only 2D section does not represent spatial 3D structure and composition of the tissue Final outcome is subjective

ITEE-Doctoral Programme Four doctoral degree programs: - Electrical engineering - Communications engineering - Computer science and engineering - Information processing scientific Together with UniOGS, organizes annually 30-40 different field-specific PhD intensive courses, summer schools, talks and lecture series Other common courses with other doctoral programmes and UniOGS Histopathological grading of osteochondral tissues is widely used as the gold standard in OA research Also relatively common approach in post-surgery in vitro diagnostics Conventional histopathological grading has a number of limitations: Destructive Sample processing artefacts A few 2D sections are limited to evaluation of local degeneration only 2D section does not represent spatial 3D structure and composition of the tissue Final outcome is subjective

Histopathological grading of osteochondral tissues is widely used as the gold standard in OA research Also relatively common approach in post-surgery in vitro diagnostics Conventional histopathological grading has a number of limitations: Destructive Sample processing artefacts A few 2D sections are limited to evaluation of local degeneration only 2D section does not represent spatial 3D structure and composition of the tissue Final outcome is subjective

ITEE-DP Electrical Engineering courses 2018: Prof. Grzegorz Litak - Effects of material and structural nonlinearies on energy harvesting (more information: Jari Juuti), 31.1.2018 Prof. Imre Bakonyi (WRCP) - Nanophase metals in spintonics (more information: Krisztian Kordas), June 2018 Prof. Laszlo Sajti (AIT) - Advanced materials for implants (more information: Gabriela Lorite), 30.5-1.6.2018 Dr. Alexander Doronin  - Development of the Artificial Intelligence methods for the in vivo determination of tissue optical properties (more information: Igor Meglinski), September 2018 Dr. Anton Sadovoy - Polyelectrolyte multilayer film is a platform for developing sensors (more information: Igor Meglinski), Autumn 2018 Prof. Robert Vajtai (Rice) - Advanced materials for energy storage (more information: Krisztian Kordas), Autumn 2018 Prof. Christian Fager - Chalmers University of Technology - Transmitter Design for Next Generation Wireless Communication Systems (more information: Timo Rahkonen), 7-8.11 2018 Prof. Anita Lloyd Spetz - Chemical Sensor Technologies; from research to commercialization (more information: Heli Jantunen), November 2018 Histopathological grading of osteochondral tissues is widely used as the gold standard in OA research Also relatively common approach in post-surgery in vitro diagnostics Conventional histopathological grading has a number of limitations: Destructive Sample processing artefacts A few 2D sections are limited to evaluation of local degeneration only 2D section does not represent spatial 3D structure and composition of the tissue Final outcome is subjective

ITEE-DP Communications Engineering courses 2018: Professor Petros Elia, EURECOM, France - Advanced wireless caching (more information: Antti Tölli), 21-22.2.2018 Dr. Carlos Lima, UNESP, Brazil - Modeling machine-type wireless communications: a stochastic geometry approach (more information: Hirley Alves), 23.4.2018 Dr. Sastri Kota - 5G Networks and Satellite Integration (more information: Ari Pouttu), 11- 15.6.2018 Prof. Behnaam Aazhang - Machine learning for real life problems and signals (more information: Markku Juntti) Danping He, Beijing Jiaotong University, China - Ray-Tracing based channel modeling and its application to mobile communication (more information: Marko Sonkki) Dr. Carlos Lima, UNESP, Brazil - Monte Carlo Statistical Methods for Scientific Computing (more information: Hirley Alves), 1-3.10.2018 Histopathological grading of osteochondral tissues is widely used as the gold standard in OA research Also relatively common approach in post-surgery in vitro diagnostics Conventional histopathological grading has a number of limitations: Destructive Sample processing artefacts A few 2D sections are limited to evaluation of local degeneration only 2D section does not represent spatial 3D structure and composition of the tissue Final outcome is subjective

ITEE-DP Computer Science and Engineering courses 2018: Dr. Aaron Yi Ding - Advanced Lecture for Distributed Edge Computing: Risks and Lessons (more information: Xiang Su), February 19-20 UBISS 2018 - 9th International UBI Summer School 2018 (more information: Timo Ojala), June 4-9, 2018 Dr. Mehrtash Harandi, College of Engineering and Computer, Australian National University -  Manifolds in Machine Learning and Computer Vision (more information: Xiaopeng Hong), August 2018 Prof. Eric Granger, École de technologie supérieure (ETS), Montreal, Canada - Visual Recognition using Large-Scale and Weakly-Labelled Data (more information: Abdenour Hadid), September 2018 Professor Jeffrey Cohn, University of Pittsburgh, USA - Automated Face Analysis for Affective Computing and Clinical Use (more information: Guoying Zhao), October 2018 CriM 2018 - Privacy, Trust and Security in IoT -seminar and workshops, Prof. Sokratis Katsikas NTNU (more information: Juha Röning), 31.10-1.11.2018 Histopathological grading of osteochondral tissues is widely used as the gold standard in OA research Also relatively common approach in post-surgery in vitro diagnostics Conventional histopathological grading has a number of limitations: Destructive Sample processing artefacts A few 2D sections are limited to evaluation of local degeneration only 2D section does not represent spatial 3D structure and composition of the tissue Final outcome is subjective

ITEE-DP Information Processing Science courses 2018: Prof. Sira Vegas, Universidad Politécnica de Madrid, Spain - Running Crossover Experiments in Software Engineering (more information: Markku Oivo), 13-14.3.2018  Prof. Sriram Iyengar, Texas A&M University - Using Smartphones to Address Health Inequity(more information: Liisa Kuonanoja (liisa.kuonanoja(at)oulu.fi), 2-3.5.2018 Prof. Juho Hamari, Tampere University of Technology - Gamification and serious games (more information: Harri Oinas-Kukkonen), 23-24.8.2018 Professor Robert Feldt, Chalmers University, Sweden - Behavioral Software Engineering (more information: Mika Mäntylä), 8-9.10.2018 Prof. Alexander Serebrenik, Human Aspect of Sortware Engineering, De Technische Universiteit Eindhoven (more information: Mika Mäntylä), 8-9.10.2018 Prof. James Miller, University of Alberta, Canada - Agile, Lean and DevOps emerging trends (more information: Muhammad Ovais Ahmad), Autumn 2018 Prof. Kieran Conboy, National University of Ireland, Galway - Flow Analytics in Software Development Projects (more information: Muhammad Ovais Ahmad), Autumn 2018 Histopathological grading of osteochondral tissues is widely used as the gold standard in OA research Also relatively common approach in post-surgery in vitro diagnostics Conventional histopathological grading has a number of limitations: Destructive Sample processing artefacts A few 2D sections are limited to evaluation of local degeneration only 2D section does not represent spatial 3D structure and composition of the tissue Final outcome is subjective

Doctoral training development project TinyToT project: - ESR TinyTOT project develops doctoral training at University of Oulu. Goal of the project is to develop doctoral training to increase doctoral student skills by including training in innovation, business development and understanding of R&D driving needs of companies. Impact camp course (3ECTS): http://www.oulu.fi/uniogs/node/51854 16.1.2019 Lisää tarvittaessa alatunnisteteksti

Infotech Contact Details Scientific Director: Prof. Simo Saarakkala simo.saarakkala@oulu.fi, 050 574 6681 Infotech and ITEE-DP Coordinator: Ph.D. Mirjami Jutila, mirjami.jutila@oulu.fi, 040 567 2079 Histopathological grading of osteochondral tissues is widely used as the gold standard in OA research Also relatively common approach in post-surgery in vitro diagnostics Conventional histopathological grading has a number of limitations: Destructive Sample processing artefacts A few 2D sections are limited to evaluation of local degeneration only 2D section does not represent spatial 3D structure and composition of the tissue Final outcome is subjective