Research output per year
Research output per year
Professor, Ph.D. Electrical and Computer Engineering, Ph.D. ECE.
The mission of my research is to use Artificial Intelligence (AI), Machine Learning (ML) and Data Science to:
AI in HEALTH
As AI is beginning to make its mark on healthcare, a few questions keep raising:
My research is centered around answering these questions keeping in mind that we should move from a reactive sick care to a proactive health care. This requires AI in its outmost definition, featuring adaptive and embedded solutions while being precise, transparent, interpretable, adaptive, versatile and robust. A useful demarcation line that makes the distinction between our research and others crisp and easy to apply can be formulated as follows. In addition to the design of predictive algorithms for early detection and prediction of high-impact diseases and their associated complications, our research benefits from the use of causal inference to interpret the outcome of the algorithms. This enables us that the data-crunching power of AI goes hand in hand with domain knowledge from human experts and established clinical sciences, equipping them with a strong decision-support tool while keeping human oversight over its recommendations.
Danish Electronic Health Records is the gold mine to make better clinical predictions and explanations, which we extensively use in areas such as endocrinology with focus on diabetic complications, urology (prostate cancer), hepatology (liver disease) , gynecology (preeclampsia), gastroenterology (colorectal cancer, Crohn’s disease), neurology (epilepsy & seizure) and cardiology with focus on Atrial fibrillation.
AI & BIG DATA ANALYTICS IN RENEWABLE ENERGY
Our efforts center around monitoring the behavior of wind turbines under normal and abnormal conditions and operational states. The goal is to provide performance benchmarks for the manufactures and their customers, and a predictive framework to facilitate remaining lifetime estimations and optimal operation and maintenance plans.
Electrical Engineering, Control Theory, Ph.D., Aalborg University
15. Feb 2005 → 1. May 2008
Award Date: 1. May 2008
Electrical Engineering, Control Theory, MSc., Sharif University of Technology
1. Feb 2002 → 1. Feb 2004
Award Date: 1. Feb 2004
Professor at Center of Excellence of Wireless Capsule Endoscopy, Odense University Hospital
1. Nov 2019 → 1. Nov 2024
Chair Data Analytics @ SDU eScience Center
1. Jan 2019 → …
Visiting Prof. , Harvard University
1. Feb 2011 → 29. Dec 2011
Research output: Contribution to journal › Journal article › Research › peer-review
Research output: Contribution to journal › Journal article › Research › peer-review
Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
Research output: Contribution to journal › Journal article › Research › peer-review
Research output: Contribution to journal › Conference abstract in journal › Research › peer-review
11/01/2021
1 Media contribution
Press/Media: Press / Media
11/01/2021
1 Media contribution
Press/Media: Press / Media
11/01/2021
1 Media contribution
Press/Media: Press / Media
24/06/2020
1 Media contribution
Press/Media: Press / Media
Jürgen Herp, Victoria Blanes Vidal & Esmaeil Nadimi 01/09/2017 → 01/01/2019 |
Course: Teaching