Research output per year
Research output per year
Personal profile
Research
I received the M.Sc. degree in electrical engineering and the Ph.D. degree in signal processing from Lund University, Lund, Sweden, in 2003 and 2010, respectively. Since 2015 I'm employed as senior lecturer at the Dept. of Biomedical Engineering, Lund University, and in 2018 I was promoted to associate professor in biomedical engineering focusing on biomedical signal processing.
My research is in biomedical engineering with focus on digital and data-driven health. The research aims to provide tools for improved diagnosis and personalized treatment of cardiovascular disease. We develop tailored methodology for extraction information from signals of cardiovascular origin, using biomedical signal processing, model-based analysis, and machine-learning.
Teaching
Programme manager M.Sc. Biomedical Engineering
Course coordinator:
BMEN20 Project course in signal processing - from idea to app
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
- Medical Engineering
- Signal 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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ECG-based estimation of respiration-induced autonomic modulation of AV nodal conduction during atrial fibrillation
Plappert, F., Engström, G., Platonov, P., Wallman, M. & Sandberg, F., 2024 May 8, In: Frontiers in Physiology. 15, 1281343, 17 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile24 Downloads (Pure) -
The frequency of atrial fibrillatory waves is modulated by the spatiotemporal pattern of acetylcholine release: a 3D computational study
Celotto, C., Sánchez, C., Abdollahpur, M., Sandberg, F., Rodriguez, J. F., Laguna, P. & Pueyo, E., 2024 Jan 3, In: Frontiers in Physiology. 14, 1189464.Research output: Contribution to journal › Article › peer-review
Open Access -
Estimating Respiratory Modulation in Atrial Fibrillation Using a Convolutional Neural Network
Plappert, F., Wallman, M., Platonov, P. & Sandberg, F., 2023 Sept 11, 2023 Computing in Cardiology Conference (CinC). 4 p.Research output: Chapter in Book/Report/Conference proceeding › Paper in conference proceeding › peer-review
Open AccessFile31 Downloads (Pure) -
Intensive care photoplethysmogram datasets and machine-learning for blood pressure estimation: Generalization not guarantied
Weber-Boisvert, G., Gosselin, B. & Sandberg, F., 2023 Mar 2, In: Frontiers in Physiology. 14, 15 p., 1126957.Research output: Contribution to journal › Article › peer-review
Open Access -
Dependence of Atrial Fibrillatory Rate Variations Induced by Head-Up/Down Tilt-Test on Autonomic Action
Celotto, C., Sanchez, C., Abdollahpur, M., Sandberg, F., Laguna, P. & Pueyo, E., 2023, Computing in Cardiology, CinC 2023. IEEE Computer Society, Vol. 50. (Computing in Cardiology).Research output: Chapter in Book/Report/Conference proceeding › Paper in conference proceeding › peer-review
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Ph.D. project: Diagnostic Biomarkers in Atrial Fibrillation - Autonomic Nervous System Induced Modulation as a Sign of Disease Progression
Plappert, F., Sandberg, F., Wallman, M. & Platonov, P.
2020/10/01 → 2024/10/01
Project: Dissertation
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Diagnostic Biomarkers in Atrial Fibrillation - Autonomic Nervous System Response as a Sign of Disease Progression
Sandberg, F., Wallman, M., Platonov, P., Plappert, F., Karlsson, M. & Abdollahpur, M.
Crafoord Foundation, Swedish Research Council
2020/01/01 → 2024/12/31
Project: Research
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Physical activity for secondary prevention of atrial fibrillation-Pilot study
Sandberg, F., Aminifar, A. & Platonov, P.
The Swedish Heart Lung Foundation
2022/01/01 → 2023/12/31
Project: Research
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Ph.D. project: Non-invasive analysis of ANS activity in atrial fibrillation
Karlsson, M., Sandberg, F., Wallman, M. & Platonov, P.
2020/05/01 → 2024/05/01
Project: Dissertation
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Ph.D. project: Paroxysmal atrial fibrillation: Continuous tracking of arrhythmia progression
Salinas Martinez, R., Sandberg, F., Marzocchi, N., De Bie, J., Sörnmo, L. & Platonov, P.
2019/04/15 → 2023/10/15
Project: Dissertation
Activities
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Engineering Health Outreach: Exjobbsmässa
Frida Sandberg (Organiser)
2023 Nov 7Activity: Participating in or organising an event › Organisation of public lecture/debate/seminar
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Engineering Health Crossroads workshop: EH-DDH & LUCC-Breast
Frida Sandberg (Organiser), Lao Saal (Organiser), Sara Alkner (Organiser), Bo Bernhardsson (Participant), Maria Sandsten (Participant), Martin Stridh (Participant), Mikael Nilsson (Participant), Magnus Fontes (Participant), Anna Ehinger (Participant), Daniel Förnvik (Participant), Hani Saghir (Participant), Heena Saini (Participant), Ida Dalene Skarping (Participant), Pantaleo Jessica (Participant), Matteo Bocci (Participant), Mikkel Morsing (Participant), Pei Meng (Participant), Tommaso de Marchi (Participant) & Victor Dahlblom (Participant)
2023 Oct 19Activity: Participating in or organising an event › Organisation of workshop/ seminar/ course
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LTH Engineering Health Fall Conference 2023
Frida Sandberg (Member of programme committee)
2023 Sept 18 → 2023 Sept 19Activity: Participating in or organising an event › Participation in workshop/ seminar/ course
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Engineering Health Crossroads workshop
Thomas Laurell (Host), Magnus Cinthio (Participant), Kalle Åström (Participant), Frida Sandberg (Participant) & Stefan Jovinge (Participant)
2023 May 9Activity: Participating in or organising an event › Participation in workshop/ seminar/ course
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Engineering Health Crossroads workshop: Synergies between Engineering Health Focus area Bioimaging and Region Skåne Precision Medicine and ATMP center
Thomas Laurell (Participant), Frida Sandberg (Participant), Stefan Jovinge (Host), Mats Ohlin (Participant), Amir Aminifar (Participant), Mikael Nilsson (Participant), Bo Bernhardsson (Participant) & Kalle Åström (Participant)
2023 Mar 15Activity: Participating in or organising an event › Participation in workshop/ seminar/ course