Ida-Maria Sintorn
Professor at Department of Information Technology; Vi3; Image Analysis
- Telephone:
- +46 18 471 34 61
- E-mail:
- ida.sintorn@it.uu.se
- Visiting address:
- Hus 10, Regementsvägen 10
- Postal address:
- Box 337
751 05 UPPSALA
- Academic merits:
- Docent
Keywords
- electron microscopy
- machine learning
- deep learning
- image processing
- maskininlärning
- artifical intelligence
- ai

Publications
Recent publications
Efficient High-Resolution Template Matching with Vector Quantized Nearest Neighbour Fields
Part of Pattern Recognition, 2024
- DOI for Efficient High-Resolution Template Matching with Vector Quantized Nearest Neighbour Fields
- Download full text (pdf) of Efficient High-Resolution Template Matching with Vector Quantized Nearest Neighbour Fields
Classification of rotation-invariant biomedical images using equivariant neural networks
Part of Scientific Reports, 2024
- DOI for Classification of rotation-invariant biomedical images using equivariant neural networks
- Download full text (pdf) of Classification of rotation-invariant biomedical images using equivariant neural networks
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
- Download full text (pdf) of Evaluating the utility of brightfield image data for mechanism of action prediction
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
- Download full text (pdf) of SimSearch: A Human-in-The-Loop Learning Framework for Fast Detection of Regions of Interest in Microscopy Images
Towards Better Guided Attention and Human Knowledge Insertion in Deep Convolutional Neural Networks
2022
All publications
Articles in journal
Efficient High-Resolution Template Matching with Vector Quantized Nearest Neighbour Fields
Part of Pattern Recognition, 2024
- DOI for Efficient High-Resolution Template Matching with Vector Quantized Nearest Neighbour Fields
- Download full text (pdf) of Efficient High-Resolution Template Matching with Vector Quantized Nearest Neighbour Fields
Classification of rotation-invariant biomedical images using equivariant neural networks
Part of Scientific Reports, 2024
- DOI for Classification of rotation-invariant biomedical images using equivariant neural networks
- Download full text (pdf) of Classification of rotation-invariant biomedical images using equivariant neural networks
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
- Download full text (pdf) of Evaluating the utility of brightfield image data for mechanism of action prediction
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
- Download full text (pdf) of SimSearch: A Human-in-The-Loop Learning Framework for Fast Detection of Regions of Interest in Microscopy Images
Part of PLOS ONE, 2022
- DOI for Assessment of the percentage of full recombinant adeno-associated virus particles in a gene therapy drug using CryoTEM
- Download full text (pdf) of Assessment of the percentage of full recombinant adeno-associated virus particles in a gene therapy drug using CryoTEM
TEM image restoration from fast image streams
Part of PLOS ONE, 2021
- DOI for TEM image restoration from fast image streams
- Download full text (pdf) of TEM image restoration from fast image streams
Part of NeuroImage, p. 102735, 2021
Part of GigaScience, p. 1-14, 2021
- DOI for Rapid development of cloud-native intelligent data pipelines for scientific data streams using the HASTE Toolkit
- Download full text (pdf) of Rapid development of cloud-native intelligent data pipelines for scientific data streams using the HASTE Toolkit
TEM virus images: Benchmark dataset and deep learning classification
Part of Computer Methods and Programs in Biomedicine, 2021
- DOI for TEM virus images: Benchmark dataset and deep learning classification
- Download full text (pdf) of TEM virus images: Benchmark dataset and deep learning classification
Part of International journal of imaging systems and technology (Print), p. 327-339, 2020
Part of Communications Biology, 2019
Facilitating Ultrastructural Pathology through Automated Imaging and Analysis
Part of Journal of Pathology Informatics, p. 38-39, 2019
Reducing the U-Net size for practical scenarios: Virus recognition in electron microscopy images
Part of Computer Methods and Programs in Biomedicine, p. 31-39, 2019
Image-Based Detection of Patient-Specific Drug-Induced Cell-Cycle Effects in Glioblastoma
Part of SLAS Discovery, p. 1030-1039, 2018
Part of Pattern Recognition and Image Analysis, p. 261-272, 2018
A short feature vector for image matching: The Log-Polar Magnitude feature descriptor
Part of PLOS ONE, 2017
ProViz: a tool for explorative 3-D visualization and template matching in electron tomograms
Part of COMPUTER METHODS IN BIOMECHANICS AND BIOMEDICAL ENGINEERING-IMAGING AND VISUALIZATION, p. 446-454, 2017
Mechanochemical Polarization of Contiguous Cell Walls Shapes Plant Pavement Cells
Part of Developmental Cell, p. 290-304, 2017
Case-specific potentiation of glioblastoma drugs by pterostilbene
Part of Oncotarget, p. 73200-73215, 2016
Part of Skeletal Radiology, p. 763-769, 2016
Part of PLOS ONE, 2016
On the influence of interpolation method on rotation invariance in texture recognition
Part of EURASIP Journal on Image and Video Processing, 2016
BoneSplit - A 3D Texture Painting Tool for Interactive Bone Separation in CT Images
Part of Journal of WSCG, p. 157-166, 2015
Part of RSC Advances, p. 16405-16413, 2015
Evaluation of noise robustness for local binary pattern descriptors in texture classification
Part of EURASIP Journal on Image and Video Processing, 2013
- DOI for Evaluation of noise robustness for local binary pattern descriptors in texture classification
- Download full text (pdf) of Evaluation of noise robustness for local binary pattern descriptors in texture classification
Movement on Uneven Surfaces Displays Characteristic Features of Hop Diffusion
Part of Biophysical Journal, 2013
Improving the stochastic watershed
Part of Pattern Recognition Letters, p. 993-1000, 2013
- DOI for Improving the stochastic watershed
- Download full text (pdf) of Improving the stochastic watershed
Segmentation of virus particle candidates in transmission electron microscopy images
Part of Journal of Microscopy, p. 140-147, 2012
Gradient based intensity normalization
Part of Journal of Microscopy, p. 249-258, 2010
Weighted distance transforms for volume images digitized in elongated voxel grids
Part of Pattern Recognition Letters, p. 571-580, 2004
Part of Journal of Microscopy, p. 67-76, 2004
Part of Computer Methods and Programs in Biomedicine, p. 95-102, 2004
Tripeptide Interference with Human Immunodeficiency Virus Type 1 Morphogenesis
Part of Antimicrobial Agents and Chemotherapy, p. 3597-3605, 2002
Articles, review/survey
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
- Download full text (pdf) of Deep Learning in Image Cytometry: A Review
Conference papers
Towards Better Guided Attention and Human Knowledge Insertion in Deep Convolutional Neural Networks
2022
Is brightfield all you need for MoA prediction?
2022
Towards automated multiscale Glomeruli detection and analysis in TEM by fusion of CNN and LBP maps
Part of 3rd NEUBIAS Conference, 2019
Part of Computer Vision, p. 465-475, 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
Denoising of Short Exposure Transmission Electron Microscopy Images using CNN
Part of Swedish Symposium on Image Analysis, 2018
Part of Swedish Symposium on Deep Learning, 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 Image Understanding and Analysis, p. 182-194, 2017
Part of Image Analysis, p. 362-374, 2017
Part of Swedish Symposium on Image Analysis, 2017
Part of Swedish Symposium on Image Analysis, 2017
Part of Image Analysis, p. 407-418, 2017
Part of Advanced Concepts for Intelligent Vision Systems, p. 723-734, 2017
Part of Biomedical Imaging (ISBI), 2016 IEEE 13th International Symposium on, p. 386-390, 2016
Comparison of Flow Cytometry and Image-Based Screening for Cell Cycle Analysis
Part of Image Analysis And Recognition (ICIAR 2016), p. 623-630, 2016
- DOI for Comparison of Flow Cytometry and Image-Based Screening for Cell Cycle Analysis
- Download full text (pdf) of Comparison of Flow Cytometry and Image-Based Screening for Cell Cycle Analysis
High-resolution reconstruction by feature distance minimization from multiple views of an object
Part of Proc. 5th International Conference on Image Processing Theory, Tools and Applications, p. 29-34, 2015
Automated Image Acquisition and Particle Size Distribution in the MiniTEM Instrument
2015
A Simple and Efficient Feature Descriptor for Fast Matching
Part of WSCG, p. 135-142, 2015
Virus recognition based on local texture
Part of Proceedings 22nd International Conference on Pattern Recognition (ICPR), 2014, p. 3227-3232, 2014
miniTEM - a desk-top TEM for fast and easy image acquisition and analysis
2014
MiniTEM - making ultra-structural pathology easier and accessible
2014
The mini-TEM: high quality imaging and analysis of biological specimen
Part of Proceedings, 2014
A Desk-Top Low voltage TEM for high quality imaging of biological specimen
Part of Proceedings, 2014
Part of Proceedings, 2014
Part of Proceedings, 2014
Large-Scale Analysis of Cells and Tissue
2014
Precise 3D Angle Measurements in CT Wrist Images
Part of Image Analysis and Processing – ICIAP 2013, p. 479-488, 2013
A probabilistic template model for finding macromolecules in MET volume images
Part of Pattern Recognition and Image Analysis, p. 855-862, 2013
- DOI for A probabilistic template model for finding macromolecules in MET volume images
- Download full text (pdf) of A probabilistic template model for finding macromolecules in MET volume images
Towards automated Virus Detection and Identification using TEM
Part of Proceedings, Part II, p. 397-398, 2013
Factors influencing high quality low voltage TEM imaging of biological routinely stained specimen
Part of Proceedings, part I, p. 321-322, 2013
Towards User-Guided Quantitative Evaluation of Wrist Fractures in CT Images
Part of Computer Vision and Graphics, p. 204-211, 2012
Rigid registration for MET image exploration using CUDA
Part of Proceedings SSBA 2012, 2012
Regional Zernike Moments for Texture Recognition
Part of Proceedings of the 21st International Conference on Pattern Recognition (ICPR), p. 1635-1638, 2012
Registration Parameter Spaces for Molecular Electron Tomography Images
Part of Image Analysis and Processing – ICIAP 2011, p. 403-412, 2011
Refinement of Segmented Virus Particel Candidates in TEM Images
2011
Investigating measures for transfer function generation for visualization of MET biomedical data
Part of WSCG '2011, p. 113-120, 2011
Virus texture analysis using local binary patterns and radial density profiles
Part of Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, p. 573-580, 2011
Towards Identification of Highly Pathogenic Viruses Based on Image Analysis and TEM
Part of TAMSEC 2010, p. 25-25, 2010
Detecting Virus-like Particles Using Transmission Electron Microscopy
Part of Proceedings SSBA 2009, Symposium on Image Analysis, p. 13-16, 2009
Part of Proc. 6th International Symposium on Image and Signal Processing and Analysis, p. 426-431, 2009
Part of Proceedings of the 16th Scandinavian Conference on Image Analysis (SCIA), p. 169-178, 2009
Medial grey-level based representation for proteins in volume images
Part of Pattern Recognition and Image Analysis, p. 421-428, 2005
Individual pore segmentation in 3D volumes of fibrous materials
Part of SSBA Symposium on Image Analysis 2005, 2005
Shape based identification of proteins in volume images
Part of Image Analysis, p. 253-262, 2005
Using grey-level and shape information for decomposing proteins in 3D images
Part of IEEE International, p. 800-803, 2004
Description, Segmentation and Classification of Human Cytomegalovirus Capsids
Part of Proceedings SSAB'02 Symposium on Image Analysis, p. 21-24, 2002
Weighted distance transforms for images using elongated voxel grids
2002