Research output per year
Research output per year
Personal profile
Research
My main research interest is medical image processing. This includes classical image processing methods as well as deep learning methods.
My main contribution to the field is development of the software Segment for cardiovasular image processing. The software is freely available for research and educational purposes provided that you properly acknowledge and cite it.
WCMM
I am a clinical fellow at WCMM. Here is a short introductionary video about the research I am performing there.
3D Centre @ Skåne University Hospital
I am the director and one of the founders of the centre (LinkedIn, website) . Here are some selected headlines for that work:
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
UKÄ subject classification
- Clinical Medicine
- Medical Image Processing
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Collaborations the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Research output
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Random effects during training: Implications for deep learning-based medical image segmentation
Åkesson, J., Töger, J. & Heiberg, E., 2024 Sept, In: Computers in Biology and Medicine. 180, 108944.Research output: Contribution to journal › Article › peer-review
Open Access -
Prognostic utility and characterization of left ventricular hypertrophy using global thickness
Lundin, M., Heiberg, E., Nordlund, D., Gyllenhammar, T., Steding-Ehrenborg, K., Engblom, H., Carlsson, M., Atar, D., van der Pals, J., Erlinge, D., Borgquist, R., Khoshnood, A., Ekelund, U., Nickander, J., Themudo, R., Nordin, S., Kozor, R., Bhuva, A. N., Moon, J. C. & Maret, E. & 6 others, , 2023 Dec 20, In: Scientific Reports. 13, 1, 22806.Research output: Contribution to journal › Article › peer-review
Open AccessFile21 Downloads (Pure) -
Early-Onset Fetal Growth Restriction Increases Left Ventricular Sphericity in Adolescents Born Very Preterm
Liefke, J., Sepúlveda-Martinez, A., Shakya, S., Ehrenborg, K. S., Arheden, H., Morsing, E., Ley, D., Heiberg, E. & Hedström, E., 2023 Aug 19, (E-pub ahead of print) In: Pediatric Cardiology.Research output: Contribution to journal › Article › peer-review
Open Access -
Endurance-trained subjects and sedentary controls increase ventricular contractility and efficiency during exercise: Feasibility of hemodynamics assessed by non-invasive pressure-volume loops
Östenson, B., Ostenfeld, E., Edlund, J., Heiberg, E., Arheden, H. & Steding-Ehrenborg, K., 2023 May, In: PLoS ONE. 18, 5 MAY, e0285592.Research output: Contribution to journal › Article › peer-review
Open Access -
Automatic Segmentation of the Fetus in 3D Magnetic Resonance Images Using Deep Learning: Accurate and Fast Fetal Volume Quantification for Clinical Use
Ryd, D., Nilsson, A., Heiberg, E. & Hedström, E., 2023, In: Pediatric Cardiology. 44, 6, p. 1311-1318Research output: Contribution to journal › Article › peer-review
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Verktyg för modellering och planering av ingrepp på barn med medfödda hjärtfel
Heiberg, E. (PI)
The Swedish Heart Lung Foundation
2024/01/01 → 2025/12/31
Project: Research
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Reducing the Burden of Heart Failure by Earlier Diagnosis and Precise Staging using Magnetic Resonance and SPECT Imaging
Arheden, H. (PI), Nelsson, A. (Research student), Steding Ehrenborg, K. (Researcher), Engblom, H. (Researcher), Smith, G. (Researcher), Magnusson, M. (Researcher), Heiberg, E. (Researcher), Ostenfeld, E. (Researcher) & Arvidsson, P. (Researcher)
The Swedish Heart Lung Foundation
2021/01/01 → …
Project: Research
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AI Lund: Lund University AI Research
Åström, K. (Project coordinator), Malec, J. (Project coordinator), Larsson, S. (Project coordinator), Ohlsson, M. (Project coordinator), Balkenius, C. (Project coordinator), Dutceac Segesten, A. (Project coordinator), Haider, J. (Project coordinator), Willim, R. (Project coordinator), Ledendal, J. (Project coordinator), Aits, S. (Project coordinator), Hedlund, M. (Researcher), Wisbrant, J. (Project communication officer), Heiberg, E. (PI), Topp, E. A. (Researcher), Janneck, J. (Researcher), Klang, M. (Researcher), Brinck, I. (Researcher), Sundin, O. (Researcher), Westin, E. (Administrator), Blom Lussi, E. (Project coordinator) & Axhamn, J. (Project coordinator)
2018/01/01 → …
Project: Network
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Ny produkt och metod för behandling av hjärtsviktspatienter - Steg 2
Heiberg, E. (PI)
Swedish Government Agency for Innovation Systems (Vinnova)
2018/11/26 → 2019/12/31
Project: Research
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Patient-specific predictive cardiovascular modelling
Heiberg, E. (PI)
Swedish Research Council, The Swedish Heart Lung Foundation
2018/01/01 → 2022/12/31
Project: Research
Activities
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AI Lund Lunch seminar: AI-generated art – What is it and how it works
Wisbrant, J. (Organiser), Heiberg, E. (Keynote/plenary speaker) & Wisbrant, J. (Chair)
2023 Feb 18Activity: Participating in or organising an event › Organisation of public lecture/debate/seminar
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Artificial intelligence / machine learning in Lund – Theme day Medicine
Heiberg, E. (Role not specified) & Wisbrant, J. (Organiser)
2018 Oct 12Activity: Participating in or organising an event › Organisation of workshop/ seminar/ course
File -
First workshop within AIML@LU: Kickoff
Wisbrant, J. (Organiser), Årzén, K.-E. (Speaker), Norrman, S. (Speaker), Åström, K. (Speaker), Malec, J. (Speaker), Bernhardsson, B. (Speaker), Ohlsson, M. (Speaker), Balkenius, C. (Speaker), Heiberg, E. (Speaker), Larsson, S. (Speaker) & Hedlund, M. (Speaker)
2018 May 29Activity: Participating in or organising an event › Organisation of public lecture/debate/seminar
File