Early detection of Alzheimer's disease using MRI hippocampal texture
Sørensen, Lauge, Igel, Christian, Liv Hansen, Naja, Osler, Merete, Lauritzen, Martin, Rostrup, Egill, Nielsen, Mads
Published in Human brain mapping (01.03.2016)
Published in Human brain mapping (01.03.2016)
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Journal Article
Differential diagnosis of mild cognitive impairment and Alzheimer's disease using structural MRI cortical thickness, hippocampal shape, hippocampal texture, and volumetry
Sørensen, Lauge, Igel, Christian, Pai, Akshay, Balas, Ioana, Anker, Cecilie, Lillholm, Martin, Nielsen, Mads
Published in NeuroImage clinical (01.01.2017)
Published in NeuroImage clinical (01.01.2017)
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Journal Article
Standardized evaluation of algorithms for computer-aided diagnosis of dementia based on structural MRI: the CADDementia challenge
Bron, Esther E, Smits, Marion, van der Flier, Wiesje M, Vrenken, Hugo, Barkhof, Frederik, Scheltens, Philip, Papma, Janne M, Steketee, Rebecca M E, Méndez Orellana, Carolina, Meijboom, Rozanna, Pinto, Madalena, Meireles, Joana R, Garrett, Carolina, Bastos-Leite, António J, Abdulkadir, Ahmed, Ronneberger, Olaf, Amoroso, Nicola, Bellotti, Roberto, Cárdenas-Peña, David, Álvarez-Meza, Andrés M, Dolph, Chester V, Iftekharuddin, Khan M, Eskildsen, Simon F, Coupé, Pierrick, Fonov, Vladimir S, Franke, Katja, Gaser, Christian, Ledig, Christian, Guerrero, Ricardo, Tong, Tong, Gray, Katherine R, Moradi, Elaheh, Tohka, Jussi, Routier, Alexandre, Durrleman, Stanley, Sarica, Alessia, Di Fatta, Giuseppe, Sensi, Francesco, Chincarini, Andrea, Smith, Garry M, Stoyanov, Zhivko V, Sørensen, Lauge, Nielsen, Mads, Tangaro, Sabina, Inglese, Paolo, Wachinger, Christian, Reuter, Martin, van Swieten, John C, Niessen, Wiro J, Klein, Stefan
Published in NeuroImage (Orlando, Fla.) (01.05.2015)
Published in NeuroImage (Orlando, Fla.) (01.05.2015)
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Journal Article
First Report and Characterization of the mcr-1 Positive Multidrug-Resistant Escherichia coli Strain Isolated from Pigs in Croatia
Kompes, Gordan, Duvnjak, Sanja, Reil, Irena, Hendriksen, Rene S., Sørensen, Lauge Holm, Zdelar-Tuk, Maja, Habrun, Boris, Cvetnić, Luka, Bagarić, Antonela, Špičić, Silvio
Published in Microorganisms (Basel) (28.09.2023)
Published in Microorganisms (Basel) (28.09.2023)
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Journal Article
Results of the 2020 Genomic Proficiency Test for the network of European Union Reference Laboratory for Antimicrobial Resistance assessing whole-genome-sequencing capacities
Kristensen, Thea, Sørensen, Lauge Holm, Pedersen, Susanne Karlsmose, Jensen, Jacob Dyring, Mordhorst, Hanne, Lacy-Roberts, Niamh, Lukjancenko, Oksana, Luo, Yan, Hoffmann, Maria, Hendriksen, Rene S
Published in Microbial genomics (01.08.2023)
Published in Microbial genomics (01.08.2023)
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Journal Article
Whole-genome sequencing for antimicrobial surveillance: species-specific quality thresholds and data evaluation from the network of the European Union Reference Laboratory for Antimicrobial Resistance genomic proficiency tests of 2021 and 2022
Sørensen, Lauge Holm, Pedersen, Susanne Karlsmose, Jensen, Jacob Dyring, Lacy-Roberts, Niamh, Andrea, Athina, S. M. Brouwer, Michael, Veldman, Kees T., Lou, Yan, Hoffmann, Maria, S. Hendriksen, Rene
Published in mSystems (06.08.2024)
Published in mSystems (06.08.2024)
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Journal Article
CARRNN: A Continuous Autoregressive Recurrent Neural Network for Deep Representation Learning From Sporadic Temporal Data
Ghazi, Mostafa Mehdipour, Sorensen, Lauge, Ourselin, Sebastien, Nielsen, Mads
Published in IEEE transaction on neural networks and learning systems (01.01.2024)
Published in IEEE transaction on neural networks and learning systems (01.01.2024)
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Journal Article
Training recurrent neural networks robust to incomplete data: Application to Alzheimer’s disease progression modeling
Mehdipour Ghazi, Mostafa, Nielsen, Mads, Pai, Akshay, Cardoso, M. Jorge, Modat, Marc, Ourselin, Sébastien, Sørensen, Lauge
Published in Medical image analysis (01.04.2019)
Published in Medical image analysis (01.04.2019)
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Journal Article
Transfer Learning for Multicenter Classification of Chronic Obstructive Pulmonary Disease
Cheplygina, Veronika, Peña, Isabel Pino, Pedersen, Jesper Holst, Lynch, David A., Sorensen, Lauge, de Bruijne, Marleen
Published in IEEE journal of biomedical and health informatics (01.09.2018)
Published in IEEE journal of biomedical and health informatics (01.09.2018)
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Journal Article
Chronic Obstructive Pulmonary Disease Quantification Using CT Texture Analysis and Densitometry: Results From the Danish Lung Cancer Screening Trial
Sørensen, Lauge, Nielsen, Mads, Petersen, Jens, Pedersen, Jesper H, Dirksen, Asger, de Bruijne, Marleen
Published in American journal of roentgenology (1976) (01.06.2020)
Published in American journal of roentgenology (1976) (01.06.2020)
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Journal Article
Robust parametric modeling of Alzheimer’s disease progression
Mehdipour Ghazi, Mostafa, Nielsen, Mads, Pai, Akshay, Modat, Marc, Jorge Cardoso, M., Ourselin, Sébastien, Sørensen, Lauge
Published in NeuroImage (Orlando, Fla.) (15.01.2021)
Published in NeuroImage (Orlando, Fla.) (15.01.2021)
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Journal Article
Quantitative Analysis of Pulmonary Emphysema Using Local Binary Patterns
Srensen, Lauge, Shaker, Saher B, de Bruijne, Marleen
Published in IEEE transactions on medical imaging (01.02.2010)
Published in IEEE transactions on medical imaging (01.02.2010)
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Journal Article
Subclinical depressive symptoms during late midlife and structural brain alterations: A longitudinal study of Danish men born in 1953
Osler, Merete, Sørensen, Lauge, Rozing, Maarten, Calvo, Oriol Puig, Nielsen, Mads, Rostrup, Egill
Published in Human brain mapping (01.04.2018)
Published in Human brain mapping (01.04.2018)
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Journal Article
The value of hippocampal volume, shape, and texture for 11-year prediction of dementia: a population-based study
Achterberg, Hakim C., Sørensen, Lauge, Wolters, Frank J., Niessen, Wiro J., Vernooij, Meike W., Ikram, M. Arfan, Nielsen, Mads, de Bruijne, Marleen
Published in Neurobiology of aging (01.09.2019)
Published in Neurobiology of aging (01.09.2019)
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Journal Article
Knowledge Distillation for Semi-supervised Domain Adaptation
Orbes-Arteainst, Mauricio, Cardoso, Jorge, Sørensen, Lauge, Igel, Christian, Ourselin, Sebastien, Modat, Marc, Nielsen, Mads, Pai, Akshay
Published in OR 2.0 Context-Aware Operating Theaters and Machine Learning in Clinical Neuroimaging
Published in OR 2.0 Context-Aware Operating Theaters and Machine Learning in Clinical Neuroimaging
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Book Chapter
Texture-Based Analysis of COPD: A Data-Driven Approach
Sorensen, L., Nielsen, M., Pechin Lo, Ashraf, H., Pedersen, J. H., de Bruijne, M.
Published in IEEE transactions on medical imaging (01.01.2012)
Published in IEEE transactions on medical imaging (01.01.2012)
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Journal Article
Inflammatory pathway analytes predicting rapid cognitive decline in MCI stage of Alzheimer’s disease
Pillai, Jagan A., Bena, James, Bebek, Gurkan, Bekris, Lynn M., Bonner‐Jackson, Aaron, Kou, Lei, Pai, Akshay, Sørensen, Lauge, Neilsen, Mads, Rao, Stephen M., Chance, Mark, Lamb, Bruce T., Leverenz, James B.
Published in Annals of clinical and translational neurology (01.07.2020)
Published in Annals of clinical and translational neurology (01.07.2020)
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Journal Article
Multi-domain Adaptation in Brain MRI Through Paired Consistency and Adversarial Learning
Orbes-Arteaga, Mauricio, Varsavsky, Thomas, Sudre, Carole H., Eaton-Rosen, Zach, Haddow, Lewis J., Sørensen, Lauge, Nielsen, Mads, Pai, Akshay, Ourselin, Sébastien, Modat, Marc, Nachev, Parashkev, Cardoso, M. Jorge
Published in Domain Adaptation and Representation Transfer and Medical Image Learning with Less Labels and Imperfect Data (2019)
Published in Domain Adaptation and Representation Transfer and Medical Image Learning with Less Labels and Imperfect Data (2019)
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Book Chapter
Journal Article
Classification of COPD with Multiple Instance Learning
Cheplygina, Veronika, Sorensen, Lauge, Tax, David M. J., Pedersen, Jesper Holst, Loog, Marco, de Bruijne, Marleen
Published in 2014 22nd International Conference on Pattern Recognition (01.08.2014)
Published in 2014 22nd International Conference on Pattern Recognition (01.08.2014)
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Conference Proceeding