Publications
Journal and Conference Publications on the Research subject: Computerized Image Processing.
2023
Part of IbPRIA 2023: Pattern Recognition and Image Analysis, p. 261-275, 2023
Evaluating the utility of brightfield image data for mechanism of action prediction
Part of PloS Computational Biology, 2023
- DOI for Evaluating the utility of brightfield image data for mechanism of action prediction
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Introducing Spatial Context in Patch-Based Deep Learning for Semantic Segmentation in Whole Body MRI
Part of Scandinavian Conference on Image Analysis, p. 214-228, 2023
A whole-body diffusion MRI normal atlas: development, evaluation and initial use
Part of Cancer Imaging, 2023
- DOI for A whole-body diffusion MRI normal atlas: development, evaluation and initial use
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Deep Curriculum Learning for Follow-up MRI Registration in Glioblastoma
Part of Medical Imaging 2023, 2023
Lifelong Learning with Dynamic Convolutions for Glioma: Segmentation from Multi-Modal MRI
Part of Medical Imaging 2023, 2023
Partial dimensional collapse in contrastive learning when using intermediate layers
2023
Robust Imaging of Speed-of-Sound Using Virtual Source Transmission
Part of IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control, p. 1-1, 2023
Weakly supervised joint whole-slide segmentation and classification in prostate cancer
Part of Medical Image Analysis, 2023
Generative appearance replay for continual unsupervised domain adaptation
Part of Medical Image Analysis, p. 102924-102924, 2023
- DOI for Generative appearance replay for continual unsupervised domain adaptation
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Deep Active Learning for Glioblastoma Quantification
Part of Scandinavian Conference on Image Analysis, p. 190-200, 2023
Introducing spatial context in patch-based deep learning for semantic segmentation in whole body MRI
Part of Proceedings of the 22nd Scandinavian conference on image analysis (SCIA), 2023
Analytical Estimation of Beamforming Speed-of-Sound Using Transmission Geometry
Part of Ultrasonics, 2023
- DOI for Analytical Estimation of Beamforming Speed-of-Sound Using Transmission Geometry
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Part of Medical Research Archives, 2023
- DOI for Difficulties and Recommendations for AI-Based Prediction of Prostate Cancer Aggressiveness in Digital Pathology
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Model-based Deep Learning of Ultrasound Beamforming
2023
Speed-of-sound as a Novel Ultrasound Imaging Biomarker for Breast Cancer and Density
2023
2023
Part of Pattern Recognition and Machine Intelligence, PREMI 2023, p. 380-387, 2023
Part of PloS Computational Biology, 2023
- DOI for Label-free deep learning-based species classification of bacteria imaged by phase-contrast microscopy
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Part of Scientific Reports, 2023
- DOI for Automated detection, segmentation and measurement of major vessels and the trachea in CT pulmonary angiography
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2023
2023
INSPIRE: Intensity and Spatial Information-Based Deformable Image Registration
Part of PLOS ONE, 2023
- DOI for INSPIRE: Intensity and Spatial Information-Based Deformable Image Registration
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2023
RegiSTORM: channel registration for multi-color stochastic optical reconstruction microscopy
Part of BMC Bioinformatics, 2023
- DOI for RegiSTORM: channel registration for multi-color stochastic optical reconstruction microscopy
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Guest Editorial Special Issue on Emerging Topics on Development and Learning
Part of IEEE Transactions on Cognitive and Developmental Systems, p. 1795-1800, 2023
A Practical Algorithm for Max-Norm OptimalBinary Labeling of Graphs
Part of Graph-Based Representations in Pattern Recognition, 2023
Cell Segmentation of in situ Transcriptomics Data using Signed Graph Partitioning
Part of Graph-Based Representations in Pattern Recognition, p. 139-148, 2023
Part of Advanced Concepts for Intelligent Vision Systems, p. 88-99, 2023
Part of Image Analysis and Processing – ICIAP 2023, p. 159-170, 2023
Refusion: Enabling Large-Size Realistic Image Restoration With Latent-Space Diffusion Models
Part of 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), p. 1680-1691, 2023
Sex Classification of Face Images using Embedded Prototype Subspace Classifiers.
Part of Proceedings of the 31th International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision WSCG 2023, p. 43-52, 2023
Dental hygienists and dentists as providers of brush biopsies for oral mucosa screening
Part of International Journal of Dental Hygiene, p. 524-532, 2023
- DOI for Dental hygienists and dentists as providers of brush biopsies for oral mucosa screening
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A Study of Augmentation Methods for Handwritten Stenography Recognition
2023
2022
Segmentation of Major Cerebral Vessel from MRA images and Evaluation using U-Net Family
Part of 2022 IEEE 6th International Conference on Condition Assessment Techniques in Electrical Systems (CATCON), p. 235-238, 2022
Haptic-Assisted Surgical Planning (HASP) in a Case of Bilateral Mandible Fracture
Part of International Medical Case Reports Journal, p. 707-712, 2022
- DOI for Haptic-Assisted Surgical Planning (HASP) in a Case of Bilateral Mandible Fracture
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DCNN based Oral Cancer Screening using Whole Slide Cytology Images: Effect of Increased Patch Size
2022
Rotation-Equivariant Semantic Instance Segmentation on Biomedical Images
Part of MEDICAL IMAGE UNDERSTANDING AND ANALYSIS, MIUA 2022, p. 283-297, 2022
Is image-to-image translation the panacea for multimodal image registration?: A comparative study
Part of PLOS ONE, 2022
- DOI for Is image-to-image translation the panacea for multimodal image registration?: A comparative study
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Global Speed-of-Sound Prediction Using Transmission Geometry
Part of Proceedings of the 2022 IEEE International Ultrasonics Symposium (IUS), p. 1-4, 2022
Efficient Algorithms for Global Multimodal Image Registration
2022
Mean Speed-of-Sound Estimation Using Geometric Disparities
2022
Part of IEEE journal of biomedical and health informatics, p. 4079-4089, 2022
- DOI for SimSearch: A Human-in-The-Loop Learning Framework for Fast Detection of Regions of Interest in Microscopy Images
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Topology-Aware Learning for Volumetric Cerebrovascular Segmentation
Part of 2022 IEEE International Symposium on Biomedical Imaging (IEEE ISBI 2022), p. 1-4, 2022
- DOI for Topology-Aware Learning for Volumetric Cerebrovascular Segmentation
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MIMIR: Deep Regression for Automated Analysis of UK Biobank MRI Scans
Part of Radiology: Artificial Intelligence, 2022
Spectral Ultrasound Imaging of Speed-of-Sound and Attenuation Using an Acoustic Mirror
Part of Frontiers in Physics, 2022
- DOI for Spectral Ultrasound Imaging of Speed-of-Sound and Attenuation Using an Acoustic Mirror
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Rotationally Equivariant Representation Learning for Multimodal Images
2022
2022
Label-Free Reverse Image Search of Multimodal Microscopy Images
2022
Hierarchical graph representations in digital pathology
Part of Medical Image Analysis, 2022
- DOI for Hierarchical graph representations in digital pathology
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Re-Ranking Strategies in Cross-Modality Microscopy Retrieval
2022
A unified deep learning approach for OCT segmentation from different devices and retinal diseases
Part of Investigative Ophthalmology & Visual Science, p. 2053, 2022
Part of Pattern Recognition Letters, p. 196-203, 2022
- DOI for Fast computation of mutual information in the frequency domain with applications to global multimodal image alignment
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Part of ICMI '22, p. 444-454, 2022
- DOI for End-to-End Learning and Analysis of Infant Engagement During Guided Play: Prediction and Explainability
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Restoration of Archival Images Using NeuralNetworks
Part of Proceedings of the 6th Digital Humanities in the Nordic and Baltic Countries Conference (DHNB 2022), p. 79-93, 2022
Differentiable Zooming for Multiple Instance Learning on Whole-Slide Images
Part of COMPUTER VISION, ECCV 2022, PT XXI, p. 699-715, 2022
Towards Better Guided Attention and Human Knowledge Insertion in Deep Convolutional Neural Networks
2022
Guest Editorial: Discrete Geometry and Mathematical Morphology
Part of Journal of Mathematical Imaging and Vision, p. 691-692, 2022
2022
Part of Journal of Pathology Informatics, 2022
- DOI for AI based prostate analysis system trained without human supervision to predict patient outcome from tissue samples
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Part of Journal of Maxillofacial and Oral Surgery, p. 23-32, 2022
- DOI for Early Detection of Oral Potentially Malignant Disorders: A Review on Prospective Screening Methods with Regard to Global Challenges
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End-to-end Multiple Instance Learning with Gradient Accumulation
Part of 2022 IEEE International Conference on Big Data (Big Data), p. 2742-2746, 2022
Part of Physics and Imaging in Radiation Oncology, p. 38-42, 2022
- DOI for Patient specific deep learning based segmentation for magnetic resonance guided prostate radiotherapy
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Efficient Parallel Thinning of 3d Objects on the Body-centered Cubic Lattice
Part of Computer-Aided Design, 2022
Part of Environmental Research, p. 112677, 2022
- DOI for Serum levels of perfluoroalkyl substances (PFAS) and body composition - A cross-sectional study in a middle-aged population
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Part of Science Advances, 2022
Part of Scientific Reports, 2022
- DOI for Improved geometric accuracy of whole body diffusion-weighted imaging at 1.5T and 3T using reverse polarity gradients
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Is brightfield all you need for MoA prediction?
2022
Part of Journal of Infectious Diseases, p. 1151-1161, 2022
- DOI for Regular Use of Depot Medroxyprogesterone Acetate Causes Thinning of the Superficial Lining and Apical Distribution of Human Immunodeficiency Virus Target Cells in the Human Ectocervix
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A Hitchhiker's guide through the bio‐image analysis software universe
Part of FEBS Letters, p. 2472-2485, 2022
- DOI for A Hitchhiker's guide through the bio‐image analysis software universe
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Part of GISTAM, p. 56-63, 2022
Unsupervised Domain Adaptation with Contrastive Learning for OCT Segmentation
Part of Medical Image Computing and Computer Assisted Intervention, MICCAI 2022, pt viii, p. 351-361, 2022
Computational analysis of subscapularis tears and pectoralis major transfers on muscular activity
Part of Clinical Biomechanics, 2022
- DOI for Computational analysis of subscapularis tears and pectoralis major transfers on muscular activity
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An image registration method for voxel-wise analysis of whole-body oncological PET-CT
Part of Scientific Reports, 2022
- DOI for An image registration method for voxel-wise analysis of whole-body oncological PET-CT
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Part of Journal of WSCG, p. 82-90, 2022
2020
Fast graph-cut based optimization for practical dense deformable registration of volume images
Part of Computerized Medical Imaging and Graphics, 2020
CoMIR: Contrastive Multimodal Image Representation for Registration
Part of NeurIPS - 34th Conference on Neural Information Processing Systems, 2020
Recent Advances in Large Scale Whole Body MRI Image Analysis – Imiomics
Part of In Proceedings of The 5th International Conference on Sustainable Information Engineering and Technology (SIET 2020), Malang, Indonesia, 2020
Patient-specific fine-tuning of CNNs for follow-up lesion quantification
Part of Journal of Medical Imaging, 2020
Large-scale Inference of Liver Fat with Neural Networks on UK Biobank Body MRI
Part of International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI) 2020, p. 602-611, 2020
Part of 4th NEUBIAS Conference, Bordeaux, France, 2020
A Deep Learning Based Pipeline for Efficient Oral Cancer Screening on Whole Slide Images
Part of Image Analysis and Recognition, p. 249-261, 2020
Part of Patterns (New York, N.Y.), 2020
- DOI for BIAFLOWS: A Collaborative Framework to Reproducibly Deploy and Benchmark Bioimage Analysis Workflows.
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Part of 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), p. 517-521, 2020
Large-scale biometry with interpretable neural network regression on UK Biobank body MRI
Part of Scientific Reports, 2020
- DOI for Large-scale biometry with interpretable neural network regression on UK Biobank body MRI
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Large-scale inference of liver fat with neural networks on UK Biobank body MRI
Part of Lecture Notes in Computer Science LNCS Vol. 12265, pages 602-611, Springer, Cham., p. 602-611, 2020
zOPT: an open source optical projection tomography system and methods for rapid 3D zebrafish imaging
Part of Biomedical Optics Express, p. 4290-4305, 2020
- DOI for zOPT: an open source optical projection tomography system and methods for rapid 3D zebrafish imaging
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Part of 4th NEUBIAS Conference, Bordeaux, France, 2020
Part of Scientific Data, 2020
- DOI for HISTOBREAST: a collection of brightfield microscopy images of Haematoxylin and Eosin stained breast tissue
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Bootstrapping Weakly Supervised Segmentation-free Word Spotting through HMM-based Alignment
Part of 2020 17th International Conference on Frontiers in Handwriting Recognition (ICFHR), p. 49-54, 2020
Part of International journal of imaging systems and technology (Print), p. 327-339, 2020
Stochastic Distance Transform: Theory, Algorithms and Applications
Part of Journal of Mathematical Imaging and Vision, p. 751-769, 2020
- DOI for Stochastic Distance Transform: Theory, Algorithms and Applications
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Visualisation of 3D Property Data and Assessment of the Impact of Rendering Attributes
Part of Journal of Geovisualization and Spatial Analysis, 2020
- DOI for Visualisation of 3D Property Data and Assessment of the Impact of Rendering Attributes
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A fast instance selection method for support vector machines in building extraction
Part of Applied Soft Computing, 2020
- DOI for A fast instance selection method for support vector machines in building extraction
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Adaptive Mathematical Morphology on Irregularly Sampled Signals in Two Dimensions
Part of Mathematical Morphology - Theory and Applications, p. 108-126, 2020
- DOI for Adaptive Mathematical Morphology on Irregularly Sampled Signals in Two Dimensions
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Clustered Grid Cell Data Structure for Isosurface Rendering
Part of Journal of WSCG, p. 9-17, 2020
Two Polynomial Time Graph Labeling Algorithms Optimizing Max-Norm-Based Objective Functions
Part of Journal of Mathematical Imaging and Vision, p. 737-750, 2020
Generalised deep learning framework for HEp-2 cell recognition using local binary pattern maps
Part of IET Image Processing, p. 1201-1208, 2020
RayCaching: Amortized Isosurface Rendering for Virtual Reality
Part of Computer graphics forum (Print), p. 220-230, 2020
- DOI for RayCaching: Amortized Isosurface Rendering for Virtual Reality
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Older
Facilitating Ultrastructural Pathology through Automated Imaging and Analysis
Part of Journal of Pathology Informatics, p. 38-39, 2019
Part of 3rd NEUBIAS Conference, Luxembourg, 2-8 February 2019, 2019
Oral Cancer Detection: A Comparison of Texture Focused Deep Learning Approaches
Part of Proceedings of the Swedish Society for Automated Image Analysis (SSBA), 2019
Towards automated multiscale Glomeruli detection and analysis in TEM by fusion of CNN and LBP maps
Part of 3rd NEUBIAS Conference, 2019
On the Effectiveness of Generative Adversarial Networks as HEp-2 Image Augmentation Tool
Part of Scandinavian Conference on Image Analysis, p. 439-451, 2019
A robust multi-variability model based liver segmentation algorithm for CT-scan and MRI modalities
Part of Computerized Medical Imaging and Graphics, 2019
Average volume reference space for large scale registration of whole-body magnetic resonance images
Part of PLOS ONE, 2019
- DOI for Average volume reference space for large scale registration of whole-body magnetic resonance images
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Rational nanotoolbox with theranostic potential for medicated pro-regenerative corneal implants
Part of Advanced Functional Materials, 2019
Part of Cytometry Part A, p. 714-716, 2019
Embedded Prototype Subspace Classification: A subspace learning framework
Part of Computer Analysis of Images and Patterns, CAIP 2019, PT II, p. 581-592, 2019
Part of NMCD. Nutrition Metabolism and Cardiovascular Diseases, p. 1077-1086, 2019
- DOI for Relationship between endothelium-dependent vasodilation and fat distribution using the new "imiomics" image analysis technique
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Tracking Microscope Performance: A Workflow to Compare Point Spread Function Evaluations Over Time
Part of Microscopy and Microanalysis, p. 699-704, 2019
Part of Frontiers in Bioengineering and Biotechnology, 2019
- DOI for Glandular Segmentation of Prostate Cancer: An Illustration of How the Choice of Histopathological Stain Is One Key to Success for Computational Pathology
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Part of RRPR 2018: Reproducible Research in Pattern Recognition, p. 138-149, 2019
Special Section on Image Cytometry
Part of Cytometry Part A, p. 363-365, 2019
Part of IEEE Transactions on Image Processing, p. 3584-3597, 2019
- DOI for Fast and Robust Symmetric Image Registration Based on Distances Combining Intensity and Spatial Information
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Part of Plastic and reconstructive surgery (1963), 2019
Part of Computer Vision, p. 465-475, 2019
Part of Acta Ophthalmologica, p. 208-213, 2019
Part of Journal of digital imaging, p. 362-385, 2019
A whole-body FDG PET/MR atlas for multiparametric voxel-based analysis
Part of Scientific Reports, 2019
- DOI for A whole-body FDG PET/MR atlas for multiparametric voxel-based analysis
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Part of Pediatric Obesity, 2019
Robust Symmetric Affine Image Registration
Part of Swedish Symposium on Image Analysis, 2019
Modeling spatial correlation of transcripts with application to developing pancreas
Part of Scientific Reports, 2019
Deep Learning in Image Cytometry: A Review
Part of Cytometry Part A, p. 366-380, 2019
- DOI for Deep Learning in Image Cytometry: A Review
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Part of Brainlesion, p. 115-122, 2019
Super-resolution Reconstruction of Transmission Electron Microscopy Images using Deep Learning
Part of 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019), p. 548-551, 2019
Optimization of max-norm objective functions in image processing and computer vision
Part of Discrete Geometry for Computer Imagery, p. 206-218, 2019
Capturing and characterizing human activities using building locations in America
Part of ISPRS International Journal of Geo-Information, 2019
Part of Journal of Electronic Imaging (JEI), 2019
Stochastic Distance Functions with Applications in Object Detection and Image Segmentation
Part of Swedish Symposium on Image Analysis, 2019
PDNet: Semantic segmentation integrated with a primal-dual network for document binarization
Part of Pattern Recognition Letters, p. 52-60, 2019
- DOI for PDNet: Semantic segmentation integrated with a primal-dual network for document binarization
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Part of 2019 28th IEEE International Conference On Robot And Human Interactive Communication (RO-MAN), 2019
Part of Discrete Geometry for Computer Imagery, p. 75-86, 2019
Part of European Journal of Nuclear Medicine and Molecular Imaging, p. 569-579, 2019
Distance Transform Based on Weight Sequences
Part of DGCI 2019: Discrete Geometry for Computer Imagery, p. 62-74, 2019
CNNs on Graphs: A New Pooling Approach and Similarities to Mathematical Morphology
2019
Part of Communications Biology, 2019
Part of International Symposium on Mathematical Morphology and Its Applications to Signal and Image Processing, 2019
Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
2019
Training-Free and Segmentation-Free Word Spotting using Feature Matching and Query Expansion
Part of Proc. 15th International Conference on Document Analysis and Recognition, 2019
Texture-based oral cancer detection: A performance analysis of deep learning approaches.
Part of 3rd NEUBIAS Conference, 2019
Creating an Atlas over Handwritten Script Signs
Part of Digital Humanities in the Nordic Countries, 2019
Making large collections of handwritten material easily accessible and searchable
Part of Digital Libraries, p. 18-28, 2019
Part of Human IT, p. 95-120, 2019
Segmentation of Lung Field in HRCT Images Using U-Net Based Fully Convolutional Networks
Part of Medical Image Understanding and Analysis, p. 84-93, 2018
Part of EAOM2018, 2018
Interactive segmentation of glioblastoma for post-surgical treatment follow-up
Part of 2018 24th International Conference on Pattern Recognition (ICPR), p. 1199-1204, 2018
- DOI for Interactive segmentation of glioblastoma for post-surgical treatment follow-up
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Denoising of Short Exposure Transmission Electron Microscopy Images using CNN
Part of Swedish Symposium on Image Analysis, 2018
Whole Slide Image Registration for the Study of Tumor Heterogeneity
Part of MICCAI 2018 - International Workshop on Ophthalmic Medical Image Analysis, p. 95-102, 2018
Part of Swedish Symposium on Deep Learning, 2018
Part of IEEE Access, p. 53080-53091, 2018
SoftCut: A Virtual Planning Tool for Soft Tissue Resection on CT Images
Part of Medical Image Understanding and Analysis, p. 299-310, 2018
Localization of lung fields in HRCT images using a deep convolution neural network
Part of Medical Imaging 2018, 2018
Comparison analysis of orbital shape and volume in unilateral fractured orbits
Part of Journal of Cranio-Maxillofacial Surgery, p. 381-387, 2018
Minimal annotation training for segmentation of microscopy images
Part of Proc. 15th International Symposium on Biomedical Imaging, p. 387-390, 2018
Denoising of short exposure transmission electron microscopy images for ultrastructural enhancement
Part of Proc. 15th International Symposium on Biomedical Imaging, p. 921-925, 2018
Part of Medical physics (Lancaster), p. 1135-1149, 2018
Part of CYTO2018, 2018
Part of Cytometry Part A, p. 876-888, 2018
Part of BMC Oral Health, 2018
Quantitative image analysis of protein expression and colocalisation in skin sections
Part of Experimental dermatology, p. 196-199, 2018
Visual GISwaps: an interactive visualization framework for geospatial decision making
Part of Proc. 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, p. 236-243, 2018
Image-Based Detection of Patient-Specific Drug-Induced Cell-Cycle Effects in Glioblastoma
Part of SLAS Discovery, p. 1030-1039, 2018
Part of Swedish Symposium on Image Analysis, 2018
Extracting script features from a large corpus of handwritten documents
Part of Digital Humanities in the Nordic Countries, 2018
Part of Pattern Recognition and Image Analysis, p. 261-272, 2018
The Scarcity of Universal Colour Names
Part of Proceedings of 7th International Conference on Pattern Recognition Applications and Methods (ICPRAM 2018), p. 496-502, 2018
Word Spotting in Historical Handwritten Manuscripts using Capsule Networks
2018
2018
GISwaps: A new method for decision making in continuous choice models based on even swaps
Part of International Journal of Decision Support System Technology, p. 57-78, 2018
- DOI for GISwaps: A new method for decision making in continuous choice models based on even swaps
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BIM and 3D property visualisation
Part of Proc. FIG Congress 2018, 2018
Radial line Fourier descriptor for historical handwritten text representation
Part of Proc. 26th International Conference on Computer Graphics, 2018
When Can lp-norm Objective Functions Be Minimized via Graph Cuts?
Part of Combinatorial Image Analysis, p. 112-117, 2018
Learning surrogate models of document image quality metrics for automated document image processing
Part of Proc. 13th IAPR International Workshop on Document Analysis Systems, p. 67-72, 2018
Part of Proc. 23rd International Conference on Intelligent User Interfaces Companion, 2018
The Effect of DMPA Use on the Human Cervical Epithelium: Mechanisms Revealed by Image Analysis
Part of AIDS Research and Human Retroviruses, p. 310-310, 2018
TexT – Text extractor tool for handwritten document transcription and annotation
Part of Digital Libraries and Multimedia Archives, p. 81-92, 2018
Part of Journal of Infectious Diseases, p. 453-465, 2018
Radial line Fourier descriptor for historical handwritten text representation
Part of Journal of WSCG, p. 31-40, 2018
Part of Neuroimmunomodulation, p. 220-230, 2017
Bridging Histology and Bioinformatics: Computational analysis of spatially resolved transcriptomics
Part of Proceedings of the IEEE, p. 530-541, 2017
Automated segmentation of lung field in HRCT images using active shape model
Part of Proc. 37th Region 10 Conference, p. 2516-2520, 2017
Part of Ophthalmic Technologies XXVII, 2017
Hormonal contraceptive use affects HIV susceptibility: mechanisms revealed by image analysis
Part of Scandinavian Journal of Immunology, p. 281-281, 2017
Part of Image Analysis, p. 362-374, 2017
Decoding gene expression in 2D and 3D
Part of Image Analysis, p. 257-268, 2017
- DOI for Decoding gene expression in 2D and 3D
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Part of Cytometry Part A, p. 1068-1077, 2017
Using anti-aliased signed distance fields for generating surgical guides and plates from CT images
Part of Journal of WSCG, p. 11-20, 2017
Part of Swedish Symposium on Image Analysis, 2017
Part of Swedish Symposium on Image Analysis, 2017
Deep convolutional neural networks for detecting cellular changes due to malignancy
Part of Proc. 16th International Conference on Computer Vision Workshops, p. 82-89, 2017
Spheroid segmentation using multiscale deep adversarial networks
Part of IEEE International Conference on Computer Vision, 2017
Automated training of deep convolutional neural networks for cell segmentation
Part of Scientific Reports, 2017
- DOI for Automated training of deep convolutional neural networks for cell segmentation
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Objective automated quantification of fluorescence signal in histological sections of rat lens
Part of Cytometry Part A, p. 815-821, 2017
Part of Veterinary pathology, p. 445-456, 2017
Automated deep-phenotyping of the vertebrate brain
Part of eLIFE, 2017
Part of Journal of Medical Imaging, 2017
Part of Medical Image Understanding and Analysis, p. 182-194, 2017
Airway-tree segmentation in subjects with acute respiratory distress syndrome
Part of Image Analysis, p. 76-87, 2017
Doctoral Theses
Doctoral theses on the Research subject: Computerized Image Processing.
2024
2023
Adapting Deep Learning for Microscopy: Interaction, Application, and Validation
2023
Cancer imaging and image analysis methods in whole-body MRI and PET/MRI
2023
2023
Image Processing and Analysis Methods for Biomedical Applications
2023
Learning-based prediction, representation, and multimodal registration for bioimage processing
2023
Representation Learning and Information Fusion: Applications in Biomedical Image Processing
2023
2022
Older
[18F]Flutemetamol PET image processing, visualization and quantification targeting clinical routine
2017
Automated Tissue Image Analysis Using Pattern Recognition
2014
Automatic Virus Identification using TEM: Image Segmentation and Texture Analysis
2014
Computerized Cell and Tissue Analysis
2015
Deep Neural Networks and Image Analysis for Quantitative Microscopy
2017
Distance Functions and Their Use in Adaptive Mathematical Morphology
2014
Fast Methods for Vascular Segmentation Based on Approximate Skeleton Detection
2017
Graph-based Methods for Interactive Image Segmentation
2011
Hand-held Augmented Reality for Facility Maintenance
2016
Haptics with Applications to Cranio-Maxillofacial Surgery Planning
2015
Image Analysis and Deep Learning for Applications in Microscopy
2016
Image Analysis in Support of Computer-Assisted Cervical Cancer Screening
2013
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2014
Image and Data Analysis for Biomedical Quantitative Microscopy
2019
Image Filtering Methods for Biomedical Applications
2011
Image processing on optimal volume sampling lattices: Thinking outside the box
2015
Interactive 3D Image Analysis for Cranio-Maxillofacial Surgery Planning and Orthopedic Applications
2016
2017
Learning based segmentation and generation methods for handwritten document images
2019
Learning based Word Search and Visualisation for Historical Manuscript Images
2019
Methods for 2D and 3D Quantitative Microscopy of Biological Samples
2011
Methods for Processing and Analysis of Biomedical TEM Images
2019
Precise Image-Based Measurements through Irregular Sampling
2019
Spectral Image Processing with Applications in Biotechnology and Pathology
2011
Standardization of Islet Isolation and Transplantation Variables
2011