Prof. Ivana Išgum
at Amsterdam UMC
SPIE Involvement:
Conference Program Committee | Author | Editor
Websites:
Profile Summary

Ivana Išgum is a distinguished professor in AI and Medical Imaging at the Amsterdam University Medical Centre, Univerity of Amsterdam. Ivana is leading Quantitative Healthcare Analysis (qurAI) group, an interfaculty research group embedded in Faculties of Medicine and Science. Her group is focusing on the development of algorithms for quantitative analysis of medical images to enable automatic patient risk profiling, diagnosis and prognosis using AI techniques. In the development, she is also focusing on wide-range of issues regarding implementation of AI software in healthcare, such as ethical and legal aspects.
Publications (41)

SPIE Journal Paper | 30 August 2024 Open Access
Gino Jansen, Bob de Vos, Mitchel Molenaar, Mark Schuuring, Berto Bouma, Ivana Išgum
JMI, Vol. 11, Issue 05, 054002, (August 2024) https://doi.org/10.1117/12.10.1117/1.JMI.11.5.054002
KEYWORDS: Video, Education and training, Echocardiography, Image quality, Data modeling, Neural networks, Machine learning, Image processing, Anatomy, 3D modeling

SPIE Journal Paper | 15 May 2024
JMI, Vol. 11, Issue 03, 034001, (May 2024) https://doi.org/10.1117/12.10.1117/1.JMI.11.3.034001
KEYWORDS: Arteries, Anatomy, Image segmentation, Education and training, Neural networks, Machine learning, Veins, Image resolution, Feature extraction, Automatic tracking

Proceedings Article | 2 April 2024 Poster + Paper
Hanliang Xu, Nancy Newlin, Michael Kim, Chenyu Gao, Praitayini Kanakaraj, Aravind Krishnan, Lucas Remedios, Nazirah Mohd Khairi, Kimberly Pechman, Derek Archer, Timothy Hohman, Angela Jefferson, Ivana Isgum, Yuankai Huo, Daniel Moyer, Kurt Schilling, Bennett Landman
Proceedings Volume 12926, 129261X (2024) https://doi.org/10.1117/12.3005563
KEYWORDS: Matrices, Brain, Scanners, Alzheimer disease, Biological research, Anatomy

Proceedings Article | 2 April 2024 Presentation + Paper
Proceedings Volume 12926, 129260D (2024) https://doi.org/10.1117/12.3006761
KEYWORDS: Arteries, Deep learning, Computed tomography

Proceedings Article | 2 April 2024 Presentation + Paper
Proceedings Volume 12926, 129261D (2024) https://doi.org/10.1117/12.3006608
KEYWORDS: Emphysema, Bone, CT reconstruction, Computed tomography, Data modeling, Lung, Image analysis, Medical image reconstruction

Showing 5 of 41 publications
Proceedings Volume Editor (4)

SPIE Conference Volume | 13 April 2023

SPIE Conference Volume | 25 April 2022

SPIE Conference Volume | 30 March 2021

SPIE Conference Volume | 23 April 2020

Conference Committee Involvement (12)
Image Processing
17 February 2025 | San Diego, California, United States
Image Processing
19 February 2024 | San Diego, California, United States
Image Processing
20 February 2023 | San Diego, California, United States
Image Processing
20 February 2022 | San Diego, California, United States
Image Processing
15 February 2021 | Online Only, California, United States
Showing 5 of 12 Conference Committees
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