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Dorin Comaniciu
Romanian-American computer scientist From Wikipedia, the free encyclopedia
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Dorin Comaniciu (born 1964) is a Romanian-American computer scientist. He is Senior Vice President of Artificial Intelligence and Digital Innovation at Siemens Healthcare.
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Research
Comaniciu is known for his work in computer vision,[1][2] medical imaging[3] and machine learning.[4][5] His academic publications have 65,000 citations with an H-index of 107.[6] As of 2024, he holds 343 US patents[7] and 550 international patent applications.[8] He joined Siemens in 1999 as a senior research scientist with a focus on computer vision applications for automotive systems.[9] Since 2004, he has served in various research and leadership positions, directing technology development in diagnostic imaging[10][11] and image-guided surgery[12]
Most recently, his team's research has focused on artificial intelligence,[13][14][15] hyper-realistic visualization,[16] and precision medicine.[17]
Together with his team and clinical collaborators, he has helped pioneer many clinical products, including efficient bone reading,[18] vascular analysis, cardiac function assessment, trans-esophageal 3D heart valve assessment,[19] guidance for aortic valve implantation,[20] enhanced stent visualization, compressed sensing for Magnetic Resonance,[21] and automatic patient positioning for Computed Tomography.
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Awards and honors
- Institute of Electrical and Electronics Engineers (IEEE) Conference on Computer Vision and Pattern Recognition (CVPR) Best Paper Award 2000 (together with Visvanathan Ramesh and Peter Meer)
- IEEE Longuet-Higgins Prize 2010, for 'Fundamental contributions in Computer Vision'
- IEEE Fellow 2012, for contributions to medical image analysis and computer vision
- American Institute for Medical and Biological Engineering (AIMBE) Fellow 2013, for technical contributions to medical imaging using machine learning, and for leadership in imaging technology[22]
- Medical Image Computing and Computer-Assisted Interventions (MICCAI) Society Fellow 2015, for contributions to the theory and practice of medical imaging and image-guided interventions[23]
- Association for Computing Machinery (ACM) Fellow 2017, for contributions to machine intelligence, diagnostic imaging, image-guided interventions, and computer vision[24]
- Honorary doctorate awarded in 2018 from Titu Maiorescu University, Romania
- Member of the National Academy of Medicine 2019[25]
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References
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