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Interdisciplinary Human-Centered AI for Hospital Readmission Prediction of Heart Failure Patients Passed

Tuesday May 23, 2023 14:00 - 14:15 G2

Lecturers: Amira Soliman, Marcus Petersson, Jens Nygren, Lina Lundgren, Ebba Fogelberg, Petra PetraDryselius, Monika Nair, Kobra Etminani

Track: MIE: Decision support

Language

English

Seminar type

On site only

Level of knowledge

Advanced

Conference

MIE

Authors

Amira Soliman, Monika Nair, Marcus Petersson, Lina Lundgren, Petra Dryselius, Ebba Fogelberg, Omar Hamed, Kobra Etminani, Jens Nygren

Lecturers

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Amira Soliman Lecturer

Assistant Professor
Högskolan i Halmstad

My research experience spans distributed systems, data analysis, and machine learning with a focus on interlinked data analysis using graph theory for complex and large systems. My research is directed towards the exploration of new algorithms for supporting the design and implementation of robust and large-scale learning algorithms, especially in healthcare. I believe artificial intelligence and machine learning can offer more personalized and scalable solutions for better information-driven healthcare.

Marcus Petersson Lecturer

Cambio Healthcare Systems AB

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Jens Nygren Lecturer

Professor
Halmstad University

Jens Nygren är disputerad i medicinsk vetenskap och professor i hälsoinnovation vid Högskolan i Halmstad. Hans forskning fokuserar på förändringsarbete i relation till människors hälsa och hälso- och sjukvårdens verksamhet och organisation. Forskningen är huvudsakligen interventions baserad med stöd av digitala innovationer utvecklade i samverkan med slutanvändare och intressenter från offentlig sektor och näringsliv.

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Lina Lundgren Lecturer

Researcher
Halmstad University

Researcher at Halmstad University and working in a large group of researchers on Information driven care. My interests are in multi disciplinary projects to improve healthcare, incorporating different aspects of the innovation process, from finding needs, to implementation of new technologies.

Ebba Fogelberg Lecturer

Cambio Healthcare Systems AB

Petra PetraDryselius Lecturer

Cambio Healthcare Systems AB

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Monika Nair Lecturer

Post-doctoral researcher
Halmstad University

My research interests are how the artificial intelligence based technologies could be implemented in the healthcare systems safely, effectively, and sustainably.

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Kobra Etminani Lecturer

Associate Professor, Docent
Center for Applied Intelligent Systems Research (CAISR) in Health, Halmstad University

Kobra (Farzaneh) Etminani is an associate Professor, Docent, working at the Center for Applied Intelligent Systems Research (CAISR), Halmstad University, Sweden. She is Deputy Profile Manager for CAISR Health, a Swedish funded research profile. She is also part of the extended management group for Information Driven Care research program (IDC) at Halmstad University.
She manages the Real-World Evidence (RWE) research projects together with Health Data Center (HDC), that includes several research projects together with Region Halland (a regional Swedish healthcare system), analytics companies, and big Pharma.
She has worked on various topics and application areas within Machine Learning (ML), Artificial Intelligence (AI), Data Mining, and Deep Learning (DL) in the last decade, focused on healthcare, district heating, and mobility. Her main research interest is focused on solving real-world problems, which is focused on a healthier society, with the help of AI and ML, if possible and applicable. Her recent research focus is on patient trajectories and eXplainable AI (XAI) in precision healthcare