Search Results - "Larsson, Måns"

Robust abdominal organ segmentation using regional convolutional neural networks by Larsson, Måns, Zhang, Yuhang, Kahl, Fredrik

“…[Display omitted] •A fully automatic system for abdominal organ segmentation is presented.•Regional convolutional neural networks are used for organwise…”
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Deep learning analysis of serial digital breast tomosynthesis images in a prospective cohort of breast cancer patients who received neoadjuvant chemotherapy by Förnvik, Daniel, Borgquist, Signe, Larsson, Måns, Zackrisson, Sophia, Skarping, Ida

“…•Novel study to apply AI to breast tomosynthesis for treatment response prediction.•AI model shows high discriminative performance (AUC 0.83) for response…”
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Artificial intelligence based automatic quantification of epicardial adipose tissue suitable for large scale population studies by Molnar, David, Enqvist, Olof, Ulén, Johannes, Larsson, Måns, Brandberg, John, Johnsson, Åse A., Björnson, Elias, Bergström, Göran, Hjelmgren, Ola

“…To develop a fully automatic model capable of reliably quantifying epicardial adipose tissue (EAT) volumes and attenuation in large scale population studies to…”
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Brain tumor segmentation using synthetic MR images - A comparison of GANs and diffusion models by Usman Akbar, Muhammad, Larsson, Måns, Blystad, Ida, Eklund, Anders

“…Large annotated datasets are required for training deep learning models, but in medical imaging data sharing is often complicated due to ethics, anonymization…”
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Improving sensitivity through data augmentation with synthetic lymph node metastases for AI‐based analysis of PSMA PET‐CT images by Trägårdh, Elin, Ulén, Johannes, Enqvist, Olof, Edenbrandt, Lars, Larsson, Måns

“…Background We developed a fully automated artificial intelligence (AI)AI‐based‐based method for detecting suspected lymph node metastases in prostate‐specific…”
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Pre-diabetes is associated with attenuation rather than volume of epicardial adipose tissue on computed tomography by Molnar, David, Björnson, Elias, Larsson, Måns, Adiels, Martin, Gummesson, Anders, Bäckhed, Fredrik, Hjelmgren, Ola, Bergström, Göran

“…The volume of epicardial adipose tissue (EATV) is increased in type-2 diabetes (T2D), while its attenuation (EATA) appears to be decreased. Similar patterns…”
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NoiseNet, a fully automatic noise assessment tool that can identify non-diagnostic CCTA examinations by Palmquist, Emma, Alvén, Jennifer, Kercsik, Michael, Larsson, Måns, Lundqvist, Niklas, Hjelmgren, Ola, Fagman, Erika

“…Image noise and vascular attenuation are important factors affecting image quality and diagnostic accuracy of coronary computed tomography angiography (CCTA)…”
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“Global” cardiac atherosclerotic burden assessed by artificial intelligence-based versus manual segmentation in 18F-sodium fluoride PET/CT scans: Head-to-head comparison by Piri, Reza, Edenbrandt, Lars, Larsson, Måns, Enqvist, Olof, Skovrup, Sofie, Iversen, Kasper Karmark, Saboury, Babak, Alavi, Abass, Gerke, Oke, Høilund-Carlsen, Poul Flemming

“…Artificial intelligence (AI) is known to provide effective means to accelerate and facilitate clinical and research processes. So in this study it was aimed to…”
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Alluvial aquifer thickness and bedrock structure delineation by electromagnetic methods in the highlands of Bolivia by Gómez, Etzar, Larsson, Måns, Dahlin, Torleif, Barmen, Gerhard, Rosberg, Jan-Erik

“…The porous aquifers in the area called Challapampa are the most important groundwater reservoirs that supply drinking water to Oruro city in the highlands of…”
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Manual prostate MRI segmentation by readers with different experience: a study of the learning progress by Langkilde, Fredrik, Masaba, Patrick, Edenbrandt, Lars, Gren, Magnus, Halil, Airin, Hellström, Mikael, Larsson, Måns, Naeem, Ameer Ali, Wallström, Jonas, Maier, Stephan E., Jäderling, Fredrik

“…Objective To evaluate the learning progress of less experienced readers in prostate MRI segmentation. Materials and methods One hundred bi-parametric prostate…”
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Automated quantification of PET/CT skeletal tumor burden in prostate cancer using artificial intelligence: The PET index by Lindgren Belal, Sarah, Larsson, Måns, Holm, Jorun, Buch-Olsen, Karen Middelbo, Sörensen, Jens, Bjartell, Anders, Edenbrandt, Lars, Trägårdh, Elin

“…Purpose Consistent assessment of bone metastases is crucial for patient management and clinical trials in prostate cancer (PCa). We aimed to develop a fully…”
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Common carotid segmentation in 18F‐sodium fluoride PET/CT scans: Head‐to‐head comparison of artificial intelligence‐based and manual method by Piri, Reza, Hamakan, Yaran, Vang, Ask, Edenbrandt, Lars, Larsson, Måns, Enqvist, Olof, Gerke, Oke, Høilund‐Carlsen, Poul Flemming

“…Background Carotid atherosclerosis is a major cause of stroke, traditionally diagnosed late. Positron emission tomography/computed tomography (PET/CT) with…”
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Artificial intelligence‐based detection of lymph node metastases by PET/CT predicts prostate cancer‐specific survival by Borrelli, Pablo, Larsson, Måns, Ulén, Johannes, Enqvist, Olof, Trägårdh, Elin, Poulsen, Mads Hvid, Mortensen, Mike Allan, Kjölhede, Henrik, Høilund‐Carlsen, Poul Flemming, Edenbrandt, Lars

“…Introduction Lymph node metastases are a key prognostic factor in prostate cancer (PCa), but detecting lymph node lesions from PET/CT images is a subjective…”
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Pneumococcal carriage among children aged 4 – 12 years in Angola 4 years after the introduction of a pneumococcal conjugate vaccine by Uddén, Fabian, Filipe, Matuba, Slotved, Hans-Christian, Yamba-Yamba, Linda, Fuursted, Kurt, Pintar Kuatoko, Palmira, Larsson, Måns, Bjurgert, Jonas, Månsson, Viktor, Pelkonen, Tuula, Reimer, Åke, Riesbeck, Kristian

“…Children in Angola are affected by a high burden of disease caused by pneumococcal infections. The 13-valent pneumococcal conjugate vaccine (PCV13) was…”
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Aortic wall segmentation in 18F-sodium fluoride PET/CT scans: Head-to-head comparison of artificial intelligence-based versus manual segmentation by Piri, Reza, Edenbrandt, Lars, Larsson, Måns, Enqvist, Olof, Nøddeskou-Fink, Amalie Horstmann, Gerke, Oke, Høilund-Carlsen, Poul Flemming

“…We aimed to establish and test an automated AI-based method for rapid segmentation of the aortic wall in positron emission tomography/computed tomography…”
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PET/CT imaging of spinal inflammation and microcalcification in patients with low back pain: A pilot study on the quantification by artificial intelligence‐based segmentation by Piri, Reza, Nøddeskou‐Fink, Amalie H., Gerke, Oke, Larsson, Måns, Edenbrandt, Lars, Enqvist, Olof, Høilund‐Carlsen, Poul‐Flemming, Stochkendahl, Mette J.

“…Background Current imaging modalities are often incapable of identifying nociceptive sources of low back pain (LBP). We aimed to characterize these by means of…”
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Back to the Feature: Learning Robust Camera Localization from Pixels to Pose by Sarlin, Paul-Edouard, Unagar, Ajaykumar, Larsson, Mans, Germain, Hugo, Toft, Carl, Larsson, Viktor, Pollefeys, Marc, Lepetit, Vincent, Hammarstrand, Lars, Kahl, Fredrik, Sattler, Torsten

“…Camera pose estimation in known scenes is a 3D geometry task recently tackled by multiple learning algorithms. Many regress precise geometric quantities, like…”
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A Cross-Season Correspondence Dataset for Robust Semantic Segmentation by Mans Larsson, Mans, Stenborg, Erik, Hammarstrand, Lars, Pollefeys, Marc, Sattler, Torsten, Kahl, Fredrik

“…In this paper, we present a method to utilize 2D-2D point matches between images taken during different image conditions to train a convolutional neural…”
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Fine-Grained Segmentation Networks: Self-Supervised Segmentation for Improved Long-Term Visual Localization by Larsson, Mans, Stenborg, Erik, Toft, Carl, Hammarstrand, Lars, Sattler, Torsten, Kahl, Fredrik

“…Long-term visual localization is the problem of estimating the camera pose of a given query image in a scene whose appearance changes over time. It is an…”
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AI-based detection and characterization of lung tumors in 18F-FDG-PET/CT including measurements of tumor dimension in CT by Borrelli, P., Larsson, Måns, Norrlund, R. Rossi, Enqvist, Olof, Kaboteh, R., Tragardh, E., Edenbrandt, L.

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