Research output per year
Research output per year
Unit profile
Description
We are the Division of Computer Vision and Machine Learning at the Centre for Mathematical Sciences. Our focus involves both research and teaching in diverse aspects of Computer Vision and Machine Learning. Our research aim to actively contribute to the rapid advancements in these fields. We strive to develop mathematical methodologies to address various challenges within this domain. Our work has a wide range of applications, from self-driving cars to cancer diagnostics.
Collaborations the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Profiles
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Ida Arvidsson
- eSSENCE: The e-Science Collaboration - Researcher
- ELLIIT: the Linköping-Lund initiative on IT and mobile communication - Doctoral student
- LTH Profile Area: AI and Digitalization - Profile area member
- LU Profile Area: Proactive Ageing - Profile area member
- Computer Vision and Machine Learning - Postdoc
- LU Profile Area: Natural and Artificial Cognition - Profile area member
Person
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Jonathan Astermark
- Computer Vision and Machine Learning - Doctoral student
- LTH Profile Area: AI and Digitalization - Profile area member
- LU Profile Area: Natural and Artificial Cognition - Profile area member
Person
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Kalle Åström
- LU Profile Area: Natural and Artificial Cognition - Coordinator
- LTH Profile Area: AI and Digitalization - Profile area member
- ELLIIT: the Linköping-Lund initiative on IT and mobile communication - Professor
- eSSENCE: The e-Science Collaboration - Principal investigator
- Stroke Imaging Research group - Professor
- Computer Vision and Machine Learning - Professor
Person: Academic
Research output
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Enhancing the Prediction of Lymph Node Metastasis in Early Breast Cancer Using Deep Learning on Routine Full-Breast Mammograms
Zhang, D., Dihge, L., Bendahl, P.-O., Arvidsson, I., Dustler, M., Ellbrant, J., Gulis, K., Hjärtström, M., Ohlsson, M., Rejmer, C., Schmidt, D., Zackrisson, S., Edén, P. & Ryden, L., 2025 Jan 6, (Submitted) Research Square, (Breast Cancer Research).Research output: Working paper/Preprint › Preprint (in preprint archive)
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Towards Out-of-Distribution Detection for Breast Cancer Classification in Point-of-Care Ultrasound Imaging
Karlsson, J., Wodrich, M., Overgaard, N. C., Sahlin, F., Lång, K., Heyden, A. & Arvidsson, I., 2025, Pattern Recognition - 27th International Conference, ICPR 2024, Proceedings, Part XIII. Antonacopoulos, A., Chaudhuri, S., Chellappa, R., Liu, C.-L., Bhattacharya, S. & Pal, U. (eds.). Springer Science and Business Media B.V., p. 49-63 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15313 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Paper in conference proceeding › peer-review
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Cerebrospinal fluid reference proteins increase accuracy and interpretability of biomarkers for brain diseases
Karlsson, L., Vogel, J., Arvidsson, I., Åström, K., Janelidze, S., Blennow, K., Palmqvist, S., Stomrud, E., Mattsson-Carlgren, N. & Hansson, O., 2024 Dec, In: Nature Communications. 15, 1, 3676.Research output: Contribution to journal › Article › peer-review
Open Access
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Audiovisuell drönardetektion till land och sjöss
Åström, K. (PI)
Swedish Government Agency for Innovation Systems (Vinnova)
2024/11/01 → 2025/10/31
Project: Research
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eSSENCE@LU 10:3 - Animating a climate future based on improved CO2 sequestration by monitoring wetlands and forests from satellites
Sopasakis, A. (PI), Åström, O. (Research student), Adielsson, K. M. (Researcher) & Wang, X.-R. (Researcher)
2024/01/01 → 2025/12/31
Project: Research
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eSSENCE@LU 10:7 - Breast cancer diagnostics in low-resource settings using point-of-care ultrasound and deep learning
Lång, K. (PI), Arvidsson, I. (Researcher), Karlsson, J. (Research student) & Lundin, J. (Researcher)
2024/01/01 → 2025/12/31
Project: Research
Activities
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AI Lund lunch seminar: Swedish AI Commission Report and AI at Lund University - discussion
Wisbrant, J. (Organiser), Åström, K. (Invited speaker), Heinz, F. (Invited speaker) & Larsson, S. (Invited speaker)
2024 Dec 11Activity: Participating in or organising an event › Organisation of public lecture/debate/seminar
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Nobel Prize in Physics explained in 15 min
Wisbrant, J. (Organiser) & Åström, K. (Keynote/plenary speaker)
2024 Oct 25Activity: Participating in or organising an event › Organisation of public lecture/debate/seminar
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Participation in Swedish Radio on watermarking of large language model output
Åström, K. (Role not specified)
2024 Oct 24Activity: Other › Media participation
Prizes and distinction
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Best Paper Honorable Mention (3DV2024)
Zhu, Z. (Recipient), Peng, S. (Recipient), Larsson, V. (Recipient), Cui, Z. (Recipient), Oswald, M. R. (Recipient), Geiger, A. (Recipient) & Pollefeys, M. (Recipient), 2024 Mar 19
Prize: Prize (including medals and awards)