Search Results - "Computerized Image Processing"

A survey on skeletonization algorithms and their applications by Saha, Punam K., Borgefors, Gunilla, Sanniti di Baja, Gabriella

“…•A comprehensive survey of skeletonization algorithms and their applications.•Different Skeletonization approaches are summarized.•Topology preservation and…”
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Single-Cell Analysis of Human Pancreas Reveals Transcriptional Signatures of Aging and Somatic Mutation Patterns by Enge, Martin, Arda, H Efsun, Mignardi, Marco, Beausang, John, Bottino, Rita, Kim, Seung K, Quake, Stephen R

“…As organisms age, cells accumulate genetic and epigenetic errors that eventually lead to impaired organ function or catastrophic transformation such as cancer…”
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Hierarchical graph representations in digital pathology by Pati, Pushpak, Jaume, Guillaume, Foncubierta-Rodríguez, Antonio, Feroce, Florinda, Anniciello, Anna Maria, Scognamiglio, Giosue, Brancati, Nadia, Fiche, Maryse, Dubruc, Estelle, Riccio, Daniel, Di Bonito, Maurizio, De Pietro, Giuseppe, Botti, Gerardo, Thiran, Jean-Philippe, Frucci, Maria, Goksel, Orcun, Gabrani, Maria

“…•Hierarchical Cell-to-Tissue (HACT) representation: A novel multi-level hierarchical entity-graph representation of a histology image to model the hierarchical…”
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Automatic quantification of fluorescence signal in rat lens epithelium by Talebizadeh, Nooshin, Yu, Zhaohua, Zhou Hagström, Nanna, Wählby, Carolina, Söderberg, Per G.

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Automated Training of Deep Convolutional Neural Networks for Cell Segmentation by Sadanandan, Sajith Kecheril, Ranefall, Petter, Le Guyader, Sylvie, Wählby, Carolina

“…Deep Convolutional Neural Networks (DCNN) have recently emerged as superior for many image segmentation tasks. The DCNN performance is however heavily…”
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A Hitchhiker's guide through the bio‐image analysis software universe by Haase, Robert, Fazeli, Elnaz, Legland, David, Doube, Michael, Culley, Siân, Belevich, Ilya, Jokitalo, Eija, Schorb, Martin, Klemm, Anna, Tischer, Christian

“…Modern research in the life sciences is unthinkable without computational methods for extracting, quantifying and visualising information derived from…”
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Increased numbers of CD103 - CD8 + T RM cells in the cervical mucosa of HIV-infected women by Gibbs, Anna, Buggert, Marcus, Edfeldt, Gabriella, Ranefall, Petter, Introini, Andrea, Cheuk, Stanley, Martini, Elisa, Eidsmo, Liv, Hirbod, Taha, Ball, Terry B., Kimani, Joshua, Kaul, Rupert, Karlsson, Annika C., Wählby, Carolina, Broliden, Kristina, Tjernlund, Annelie

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Hormonal contraceptive use affects HIV susceptibility: mechanisms revealed by image analysis by Edfeldt, Gabriella, Lajoie, Julie, Röhl, Maria, Tjernlund, Annelie, Wählby, Carolina, Omollo, Kenneth Odiwuor, Boily-Larouche, Genevieve, Cheruiyot, Julianna, Kimani, Makubo, Kimani, Joshua, Oyugi, Julius, Fowke, Keith R., Broliden, Kristina

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Deep Learning in Image Cytometry: A Review by Gupta, Anindya, Harrison, Philip J., Wieslander, Håkan, Pielawski, Nicolas, Kartasalo, Kimmo, Partel, Gabriele, Solorzano, Leslie, Suveer, Amit, Klemm, Anna H., Spjuth, Ola, Sintorn, Ida‐Maria, Wählby, Carolina

“…Artificial intelligence, deep convolutional neural networks, and deep learning are all niche terms that are increasingly appearing in scientific presentations…”
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Fast computation of mutual information in the frequency domain with applications to global multimodal image alignment by Öfverstedt, Johan, Lindblad, Joakim, Sladoje, Nataša

“…•We propose a novel algorithm for computing mutual information between images, for all discrete displacements.•We compute the cross-mutual information function…”
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Fast and Robust Symmetric Image Registration Based on Distances Combining Intensity and Spatial Information by Ofverstedt, Johan, Lindblad, Joakim, Sladoje, Natasa

“…Intensity-based image registration approaches rely on similarity measures to guide the search for geometric correspondences with the high affinity between…”
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Efficient and decision boundary aware instance selection for support vector machines by Aslani, Mohammad, Seipel, Stefan

“…•A novel instance selection method referred to as BPLSH is proposed.•Numerous experiments are conducted to demonstrate the superiority of BPLSH.•The results…”
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Efficient high-resolution template matching with vector quantized nearest neighbour fields by Gupta, Ankit, Sintorn, Ida-Maria

“…Template matching is a fundamental problem in computer vision with applications in fields including object detection, image registration, and object tracking…”
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Finish line distinctness and accuracy in 7 intraoral scanners versus conventional impression: an in vitro descriptive comparison by Nedelcu, Robert, Olsson, Pontus, Nyström, Ingela, Thor, Andreas

“…Background Several studies have evaluated accuracy of intraoral scanners (IOS), but data is lacking regarding variations between IOS systems in the depiction…”
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Estimation of Feret’s diameter from pixel coverage representation of a shape by Dražić, Slobodan, Sladoje, Nataša, Lindblad, Joakim

“…•We propose a method for Feret’s diameter estimation from digital images.•We derive a correction term for improving accuracy of the coverage based…”
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Patient specific deep learning based segmentation for magnetic resonance guided prostate radiotherapy by Fransson, Samuel, Tilly, David, Strand, Robin

“…Treatments on combined Magnetic Resonance (MR) scanners and Linear Accelerators (Linacs) for radiotherapy, called MR-Linacs, often require daily contouring…”
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Efficient Parallel Thinning of 3d Objects on the Body-centered Cubic Lattice by Brunner, David, Brunnett, Guido, Kronfeld, Thomas, Strand, Robin

“…We consider thinning methods to extract one dimensional skeletons from discrete objects defined on the body-centered cubic (bcc) lattice. In Strand (2004), a…”
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A fast instance selection method for support vector machines in building extraction by Aslani, Mohammad, Seipel, Stefan

“…Training support vector machines (SVMs) for pixel-based feature extraction purposes from aerial images requires selecting representative pixels (instances) as…”
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Facilitating Ultrastructural Pathology through Automated Imaging and Analysis by Sintorn, Ida-Maria, Suveer, Amit, Dragomir, Anca, Hultenby, Kjell, Wetzer, Elisabeth, Lidayová, Kristína, Sladoje, Nataša, Lindblad, Joakim, Ryner, Martin

“…Transmission electron microscopy (TEM) is an important diagnostic tool for analyzing human tissue at the nm scale. It is the only option, or gold standard, for…”
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Human Immunodeficiency Virus-Infected Women Have High Numbers of CD103-CD8+ T Cells Residing Close to the Basal Membrane of the Ectocervical Epithelium by Gibbs, Anna, Buggert, Marcus, Edfeldt, Gabriella, Ranefall, Petter, Introini, Andrea, Cheuk, Stanley, Martini, Elisa, Eidsmo, Liv, Ball, Terry B, Kimani, Joshua, Kaul, Rupert, Karlsson, Annika C, Wählby, Carolina, Broliden, Kristina, Tjernlund, Annelie

“…Genital mucosa is the main portal of entry for various incoming pathogens, including human immunodeficiency virus (HIV), hence it is an important site for host…”
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