Ida Arvidsson

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2023
Mark Classification of point-of-care ultrasound in breast imaging using deep learning
Karlsson, Jennie ^LU ; Arvidsson, Ida ^LU ; Sahlin, Freja ; Åström, Kalle ^LU ; Overgaard, Niels Christian ^LU ; Lång, Kristina ^LU and Heyden, Anders ^LU (2023) SPIE Medical Imaging 2023 In Proceedings of SPIE 12465.
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
Mark Systematic Augmentation in HSV Space for Semantic Segmentation of Prostate Biopsies
Winzell, Filip ^LU ; Arvidsson, Ida ^LU ; Overgaard, Niels Christian ^LU ; Åström, Kalle ^LU ; Marginean, Felicia-Elena ^LU ; Bjartell, Anders ^LU ; Krzyzanowska, Agnieszka ^LU ; Simoulis, Athanasios ^LU and Heyden, Anders ^LU (2023) 22nd Scandinavian Conference on Image Analysis, SCIA 2023 In Lecture Notes in Computer Science 13886. p.293-308
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
Mark Deep learning prediction of quantitative coronary angiography values using myocardial perfusion images with a CZT camera
Arvidsson, Ida ^LU ; Davidsson, Anette ; Overgaard, Niels Christian ^LU ; Pagonis, Christos ; Åström, Kalle ^LU ; Good, Elin ; Frias-Rose, Jeronimo ; Heyden, Anders ^LU and Ochoa-Figueroa, Miguel (2023) In Journal of Nuclear Cardiology 30(1). p.116-126
- Contribution to journal › Article
2022
Mark Machine learning algorithm for classification of breast ultrasound images
Karlsson, Jennie ^LU ; Ramkull, Jennifer ; Arvidsson, Ida ^LU ; Heyden, Anders ^LU ; Åström, Kalle ^LU ; Overgaard, Niels Christian ^LU and Lång, Kristina ^LU (2022) SPIE Medical Imaging 2022: 12033.
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
2021
Mark Detection of left bundle branch block and obstructive coronary artery disease from myocardial perfusion scintigraphy using deep neural networks
Arvidsson, Ida ^LU ; Overgaard, Niels Christian ^LU ; Davidsson, Anette ; Frias Rose, Jeronimo ; Aström, Kalle ^LU ; Ochoa Figueroa, Miguel and Heyden, Anders ^LU (2021) Medical Imaging 2021: Computer-Aided Diagnosis In Progress in Biomedical Optics and Imaging - Proceedings of SPIE 11597.
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
Mark Applications of Deep Learning in Medical Image Analysis : Grading of Prostate Cancer and Detection of Coronary Artery Disease
Arvidsson, Ida ^LU (2021)
- Thesis › Doctoral thesis (monograph)
Mark An Artificial Intelligence-based Support Tool for Automation and Standardisation of Gleason Grading in Prostate Biopsies
Marginean, Felicia ^LU ; Arvidsson, Ida ^LU ; Simoulis, Athanasios ^LU ; Christian Overgaard, Niels ^LU ; Åström, Kalle ^LU ; Heyden, Anders ^LU ; Bjartell, Anders ^LU and Krzyzanowska, Agnieszka ^LU (2021) In European Urology Focus 7(5). p.995-1001
- Contribution to journal › Article
2020
Mark Prediction of obstructive coronary artery disease from myocardial perfusion scintigraphy using deep neural networks
Arvidsson, Ida ^LU ; Overgaard, Niels Christian ^LU ; Aström, Kalle ^LU ; Heyden, Anders ^LU ; Figueroa, Miguel Ochoa ; Rose, Jeronimo Frias and Davidsson, Anette (2020) 25th International Conference on Pattern Recognition, ICPR 2020 In Proceedings - International Conference on Pattern Recognition p.4442-4449
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
Mark Domain-adversarial neural network for improved generalization performance of gleason grade classification
Arvidsson, Ida ^LU ; Overgaard, Niels Christian ^LU ; Krzyzanowska, Agnieszka ^LU ; Marginean, Felicia Elena ^LU ; Simoulis, Athanasios ^LU ; Bjartell, Anders ^LU ; Aström, Kalle ^LU and Heyden, Anders ^LU (2020) Medical Imaging 2020: Digital Pathology In Progress in Biomedical Optics and Imaging - Proceedings of SPIE 11320.
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
2019
Mark Automatic detection of small areas of Gleason grade 5 in prostate tissue using CNN
Tall, Kasper ; Arvidsson, Ida ^LU ; Overgaard, Niels Christian ^LU ; Åström, Karl ^LU and Heyden, Anders ^LU (2019) Medical Imaging 2019: Physics of Medical Imaging 10956.
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding