xfj310 xfj310
Lektor
Machine Learning
Universitetsparken 1, 2100 København Ø
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The value of hippocampal volume, shape, and texture for 11-year prediction of dementia: a population-based study
Achterberg, H. C., xfj310, xfj310, Wolters, F. J., Niessen, W. J., Vernooij, M. W., Ikram, M. A., Nielsen, Mads & de Bruijne, Marleen, 2019, I : Neurobiology of Aging. 81, s. 58-66Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt
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Alzheimer's disease diagnostic performance of a multi-atlas hippocampal segmentation method using the harmonized hippocampal protocol
Anker, C., xfj310, xfj310, Pai, Akshay Sadananda Uppinakudru, Lyksborg, M., Lillholm, Martin, Conradsen, K., Larsen, R. & Nielsen, Mads, 2014. 1 s.Publikation: Konferencebidrag › Konferenceabstrakt til konference › Forskning › fagfællebedømt
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Automated hippocampal segmentation using new standardized manual segmentations from the harmonized hippocampal protocol
Anker, C., Pai, Akshay Sadananda Uppinakudru, xfj310, xfj310, Lyksborg, M., Conradsen, K., Larsen, R. & Nielsen, Mads, 2014, I : Alzheimer's & Dementia. 10, 4, Supplement, s. P33 1 s., IC-P-058.Publikation: Bidrag til tidsskrift › Konferenceabstrakt i tidsskrift › Forskning › fagfællebedømt
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Automated hippocampal segmentation using new standardized manual segmentations from the harmonized hippocampal protocol
Anker, C., Pai, Akshay Sadananda Uppinakudru, xfj310, xfj310, Lyksborg, M., Conradsen, K., Larsen, R. & Nielsen, Mads, 2014, I : Alzheimer's & Dementia. 10, 4, Supplement, s. P415-P416 2 s., P1-288.Publikation: Bidrag til tidsskrift › Konferenceabstrakt i tidsskrift › Forskning › fagfællebedømt
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Standardized evaluation of algorithms for computer-aided diagnosis of dementia based on structural MRI: The CADDementia challenge
Bron, E. E., Smits, M., van der Flier, W. M., Vrenken, H., Barkhof, F., Scheltens, P., Papma, J. M., Steketee, R. M. E., Méndez Orellana, C., Meijboom, R., Pinto, M., Meireles, J. R., Garrett, C., Bastos-Leite, A. J., Abdulkadir, A., Ronneberger, O., Amoroso, N., Bellotti, R., Cárdenas-Peña, D., Álvarez-Meza, A. M., Dolph, C. V., Iftekharuddin, K. M., Eskildsen, S. F., Coupé, P., Fonov, V. S., Franke, K., Gaser, C., Ledig, C., Guerrero, R., Tong, T., Gray, K. R., Moradi, E., Tohka, J., Routier, A., Durrleman, S., Sarica, A., Di Fatta, G., Sensi, F., Chincarini, A., Smith, G. M., Stoyanov, Z. V., xfj310, xfj310, Nielsen, Mads, Tangaro, S., Inglese, P., Wachinger, C., Reuter, M., van Swieten, J. C., Niessen, W. J. & Klein, S., 2015, I : NeuroImage. 111, s. 562-579 18 s.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt
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HIPPOCAMPAL TEXTURE IN HEALTHY COGNITION AND MILD COGNITIVE IMPAIRMENT: THE IMPACT OF AMYLOID BURDEN AND SEX
Caldwell, J. Z. K., Pai, Akshay Sadananda Uppinakudru, xfj310, xfj310, Kaylegian, J., Cummings, J. L. & Banks, S. J., 2018, I : Alzheimer's & Dementia. 14, 7, s. P874-P875 P2-426.Publikation: Bidrag til tidsskrift › Konferenceabstrakt i tidsskrift › Forskning
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Towards exaggerated emphysema stereotypes
Chen, C., xfj310, xfj310, Lauze, Francois Bernard, Igel, Christian, Loog, M., Feragen, Aasa, de Bruijne, Marleen & Nielsen, Mads, 2012, Medical Imaging 2012: Computer-Aided Diagnosis. van Ginneken, B. & Novak, C. L. (red.). SPIE - International Society for Optical Engineering, 13 s. 83150Q. (Proceedings of S P I E - International Society for Optical Engineering, Bind 7964). (Progress in Biomedical Optics and Imaging; Nr. 31, Bind 13).Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
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Classification of COPD with multiple instance learning
Cheplygina, V., xfj310, xfj310, Tax, D., Pedersen, J. J. H., Loog, M. & de Bruijne, Marleen, 2014, 22nd International Conference on Pattern Recognition (ICPR) 2014. IEEE, s. 1508-1513 6 s. (International Conference on Pattern Recognition).Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
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Transfer learning for multicenter classification of chronic obstructive pulmonary disease
Cheplygina, V., Peña, I. P., Pedersen, J. J. H., Lynch, D. A., xfj310, xfj310 & de Bruijne, Marleen, sep. 2018, I : IEEE Journal of Biomedical and Health Informatics. 22, 5, s. 1486 - 1496Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt
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Label stability in multiple instance learning
Cheplygina, V., xfj310, xfj310, Tax, D. M. J., de Bruijne, Marleen & Loog, M., 2015, Medical Image Computing and Computer-Assisted Intervention – MICCAI 2015: 18th international conference, Munich, Germany, October 5-9, 2015, Proceedings, Part I. Navab, N., Hornegger, J., Wells, W. M. & Frangi, A. F. (red.). Springer, s. 539-546 8 s. (Lecture notes in computer science).Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
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Do you trust your multiple instance learning classifier?
Cheplygina, V., xfj310, xfj310, Tax, D. M. J., de Bruijne, Marleen & Loog, M., 2017, Benelearn 2017: Proceedings of the Twenty-Sixth Benelux Conference on Machine Learning. Duivesteijn, W., Pechenizkiy, M., Fletcher, G., Menkovski, V., Postma, E., Vanschoren, J. & van der Putten, P. (red.). s. 72-73 2 s.Publikation: Bidrag til bog/antologi/rapport › Konferenceabstrakt i proceedings › Forskning
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Brain region's relative proximity as marker for Alzheimer's disease based on structural MRI
Erleben, L. L., xfj310, xfj310, Pai, Akshay Sadananda Uppinakudru, Dam, Erik Bjørnager, Nielsen, Mads & Initiative, A. D. N., 2014, I : BMC Medical Imaging. 14, 1, 12 s., 21.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt
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Morphometric connectivity analysis to distinguish normal, mild cognitive impaired, and Alzheimer subjects based on brain MRI
Erleben, L. L., xfj310, xfj310, Mysling, P., Pai, Akshay Sadananda Uppinakudru, Dam, E. B. & Nielsen, Mads, 2013, Medical Imaging 2013: image processing . Ourselin, S. & Haynor, D. R. (red.). SPIE - International Society for Optical Engineering, 6 s. 866926. (Progress in Biomedical Optics and Imaging; Nr. 36, Bind 14).Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
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Multiple classifier systems in texton-based approach for the classification of CT images of Lung
Gangeh, M. J., xfj310, xfj310, Shaker, S. B., Kamel, M. S. & de Bruijne, Marleen, 2011, Medical Computer Vision. Recognition Techniques and Applications in Medical Imaging: International MICCAI Workshop, MCV 2010, Beijing, China, September 20, 2010, Revised Selected Papers. Menze, B., Langs, G., Tu, Z. & Criminsi, A. (red.). Springer, s. 153-163 11 s. (Lecture notes in computer science, Bind 6533).Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
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A texton-based approach for the classification of lung parenchyma in CT images
Gangeh, M. J., xfj310, xfj310, Shaker, S. B., Kamel, M. S., de Bruijne, Marleen & Loog, M., 2010, Medical Image Computing and Computer-Assisted Intervention - MICCAI 2010: 13th International Conference, Beijing, China, September 20-24, 2010, Proceedings, Part III. Jiang, T., Navab, N., Pluim, J. P. W. & Viergever, M. A. (red.). Springer, Bind Part III. s. 595-602 8 s. (Lecture notes in computer science; Nr. 6363).Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
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Evaluation of WBAA with registration-based cube propagation for brain atrophy quantification
Lillholm, Martin, Pai, Akshay Sadananda Uppinakudru, xfj310, xfj310, Nielsen, Mads, Sporring, Jon, Darkner, Sune & Dam, E., 2013. 1 s.Publikation: Konferencebidrag › Konferenceabstrakt til konference › Forskning › fagfællebedømt
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On the initialization of long short-term memory networks
Mehdipour Ghazi, Mostafa, Nielsen, Mads, Pai, Akshay Sadananda Uppinakudru, Modat, M., Cardoso, M. J., Ourselin, S. & xfj310, xfj310, 2019, Neural Information Processing - 26th International Conference, ICONIP 2019, Proceedings. Gedeon, T., Wong, K. W. & Lee, M. (red.). Springer VS, s. 275-286 12 s. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Bind 11953 LNCS).Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
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Robust parametric modeling of Alzheimer's disease progression
Mehdipour Ghazi, Mostafa, Nielsen, Mads, Pai, Akshay Sadananda Uppinakudru, Modat, M., Jorge Cardoso, M., Ourselin, S. & xfj310, xfj310, 2021, I : NeuroImage. 225, 12 s., 117460.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt
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MRI Biomarkers Improve Disease Progression Modeling-Based Prediction of Cognitive Decline
Mehdipour Ghazi, Mostafa, Nielsen, Mads, Pai, Akshay Sadananda Uppinakudru, Modat , M., Cardoso , J., Ourselin, S. & xfj310, xfj310, 2019. 1 s.Publikation: Konferencebidrag › Konferenceabstrakt til konference › Forskning
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Training recurrent neural networks robust to incomplete data: application to Alzheimer’s disease progression modeling
Mehdipour Ghazi, Mostafa, Nielsen, Mads, Pai, Akshay Sadananda Uppinakudru, Cardoso, M. J., Modat, M., Ourselin, S. & xfj310, xfj310, 2019, I : Medical Image Analysis. 53, s. 39-46Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt
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Combining the boundary shift integral and tensor-based morphometry for brain atrophy estimation
Michalkiewicz, M. D., Pai, Akshay Sadananda Uppinakudru, Leung, K. K., Sommer, Stefan Horst, Darkner, Sune, xfj310, xfj310, Sporring, Jon & Nielsen, Mads, 2016, Medical imaging 2016: Image processing. Styner, M. A. & Angelini, E. D. (red.). SPIE - International Society for Optical Engineering, 6 s. 978406. (Progress in Biomedical Optics and Imaging).Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
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Hippocampal texture predicts ad conversion in amyloid positive mild cognitively impaired subjects
Nielsen, Mads, Igel, Christian & xfj310, xfj310, 2015, I : Neurodegenerative Diseases. 15, Suppl. 1, s. 262 1 s., ADPD5-0947.Publikation: Bidrag til tidsskrift › Konferenceabstrakt i tidsskrift › Forskning
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Hippocampus MRI T1 texture's relation to established Alzheimer's disease biomarkers and prediction of progression
Nielsen, Mads, xfj310, xfj310, Pai, Akshay Sadananda Uppinakudru, Igel, Christian & Lillholm, Martin, 2015. 1 s.Publikation: Konferencebidrag › Konferenceabstrakt til konference › Forskning › fagfællebedømt
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Method for computerized classification of e.g. computed tomography image, of lung of patient suffering from e.g. non-focal lung disease, involves combining probabilities within regions of interest to obtain quantitative fused probability
Nielsen, Mads, de Bruijne, Marleen & xfj310, xfj310, 2011, IPC nr. G06K-009/00, Patentnr. US2011280457-A1, 17 nov. 2011, Prioritetsdato 11 maj 2010, Prioritetsnr. US333513PPublikation: Patent
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PADDIT: Probabilistic Augmentation of Data using Diffeomorphic Image Transformation
Orbes-Arteaga, M., xfj310, xfj310, Cardoso , J., Modat , M., Ourselin, S., Sommer, Stefan Horst, Nielsen, Mads, Igel, Christian & Pai, Akshay Sadananda Uppinakudru, 2019, Proceedings, SPIE 10949, Medical Imaging 2019: Image Processing . SPIE - International Society for Optical Engineering, 6 s.Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
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Simultaneous synthesis of FLAIR and segmentation of white matter hypointensities from T1 MRIs
Orbes-Arteaga, M., Cardoso, M. J., xfj310, xfj310, Modat, M., Ourselin, S., Nielsen, Mads & Pai, Akshay Sadananda Uppinakudru, 2018. 8 s.Publikation: Konferencebidrag › Paper › Forskning
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Knowledge Distillation for Semi-supervised Domain Adaptation
Orbes-Arteaga, M., Cardoso, J., xfj310, xfj310, Igel, Christian, Ourselin, S., Modat, M., Nielsen, Mads & Pai, Akshay Sadananda Uppinakudru, 1 jan. 2019, OR 2.0 Context-Aware Operating Theaters and Machine Learning in Clinical Neuroimaging - 2nd International Workshop, OR 2.0 2019, and 2nd International Workshop, MLCN 2019, Held in Conjunction with MICCAI 2019, Proceedings. Zhou, L., Sarikaya, D., Kia, S. M., Speidel, S., Malpani, A., Hashimoto, D., Habes, M., Löfstedt, T., Ritter, K. & Wang, H. (red.). Springer VS, s. 68-76 9 s. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Bind 11796 LNCS).Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
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Multi-domain adaptation in brain MRI through paired consistency and adversarial learning
Orbes-Arteaga, M., Varsavsky, T., Sudre, C. H., Eaton-Rosen, Z., Haddow, L. J., xfj310, xfj310, Nielsen, Mads, Pai, Akshay Sadananda Uppinakudru, Ourselin, S., Modat, M., Nachev, P. & Cardoso, M. J., 2019, Domain Adaptation and Representation Transfer and Medical Image Learning with Less Labels and Imperfect Data First MICCAI Workshop, DART 2019 and First International Workshop, MIL3ID 2019 Shenzhen, Held in Conjunction with MICCAI 2019 Shenzhen, 2019 Proceedings. Wang, Q., Milletari, F., Rieke, N., Nguyen, H. V., Roysam, B., Albarqouni, S., Cardoso, M. J., Xu, Z., Kamnitsas, K., Patel, V., Jiang, S., Zhou, K., Luu, K. & Le, N. (red.). Springer VS, s. 54-62 9 s. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Bind 11795 LNCS).Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
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Subclinical depressive symptoms during late midlife and structural brain alterations: A longitudinal study of Danish men born in 1953
Osler, Merete, xfj310, xfj310, Rozing, M., Calvo, O. P., Nielsen, Mads & Rostrup, E., apr. 2018, I : Human Brain Mapping. 39, 4, s. 1789-1795Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt
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Do dementia biomarkers have a sigmoid trajectory? Insights from non-linear mixed effects modeling
Pai, Akshay Sadananda Uppinakudru, Sommer, Stefan Horst, Raket, L. L., xfj310, xfj310 & Nielsen, Mads, 2016, I : Alzheimer's & Dementia. 12, 7, Supplement, s. P356 1 s., O4-09-06.Publikation: Bidrag til tidsskrift › Konferenceabstrakt i tidsskrift › Forskning › fagfællebedømt
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White matter hypointensity growth rate correlates with rate of brain atrophy
Pai, Akshay Sadananda Uppinakudru, xfj310, xfj310, Darkner, Sune, Sporring, Jon, Rostrup, E. & Nielsen, Mads, 2014, I : Alzheimer's & Dementia. 10, 4, Supplement, s. P414 1 s., P1-285.Publikation: Bidrag til tidsskrift › Konferenceabstrakt i tidsskrift › Forskning › fagfællebedømt
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Comparison of several computational pipelines for atrophy computation in longitudinal Alzheimers studies
Pai, Akshay Sadananda Uppinakudru, Sommer, Stefan Horst, Darkner, Sune, xfj310, xfj310, Sporring, Jon & Nielsen, Mads, 2015. 1 s.Publikation: Konferencebidrag › Konferenceabstrakt til konference › Forskning › fagfællebedømt
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Evaluation of bias in brain atrophy estimation
Pai, Akshay Sadananda Uppinakudru, Darkner, Sune, xfj310, xfj310, Erleben, L. L., Mysling, P., Sporring, Jon, Dam, E. & Nielsen, Mads, 2012, NIBAD '12: MICCAI 2012 Workshop on Novel Imaging Biomarkers for Alzheimer’s Disease and Related Disorders. Wang, L., Yushkevich, P. & Ourselin, S. (red.). MICCAI , s. 198-206 9 s.Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
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Localized cerebral atrophy acceleration during Alzheimer’s disease
Pai, Akshay Sadananda Uppinakudru, xfj310, xfj310, Darkner, Sune, Lillholm, Martin, Dam, E. B., Sporring, Jon & Nielsen, Mads, 2013, I : Alzheimer's & Dementia. 9, 4, Supplement, s. P151 1 s., O1-10-06.Publikation: Bidrag til tidsskrift › Konferenceabstrakt i tidsskrift › Forskning › fagfællebedømt
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Hippocampal texture predicts rate of cognitive decline in mild cognitive impairment
Pai, Akshay Sadananda Uppinakudru, Pillai, J. A., xfj310, xfj310, Darkner, Sune, Sommer, Stefan Horst & Nielsen, Mads, jul. 2017, I : Alzheimer's & Dementia. 13, 7, supplement, s. P1356 1 s., P4-225.Publikation: Bidrag til tidsskrift › Konferenceabstrakt i tidsskrift › Forskning
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Kernel bundle diffeomorphic image registration using stationary velocity fields and Wendland basis functions
Pai, Akshay Sadananda Uppinakudru, Sommer, Stefan Horst, xfj310, xfj310, Darkner, Sune, Sporring, Jon & Nielsen, Mads, 2016, I : IEEE transactions on medical imaging. 35, 6, s. 1369-1380 12 s.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt
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White matter hypointensity growth rate correlates with rate of brain atrophy
Pai, Akshay Sadananda Uppinakudru, xfj310, xfj310, Darkner, Sune, Sporring, Jon, Rostrup, E. & Nielsen, Mads, 2014, I : Alzheimer's & Dementia. 10, 4, Supplement, s. P75-P76 2 s., IC-P-131.Publikation: Bidrag til tidsskrift › Konferenceabstrakt i tidsskrift › Forskning › fagfællebedømt
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Stepwise inverse consistent Euler’s scheme for diffeomorphic image registration
Pai, Akshay Sadananda Uppinakudru, Sommer, Stefan Horst, Darkner, Sune, xfj310, xfj310, Sporring, Jon & Nielsen, Mads, 2014, Biomedical Image Registration: 6th International Workshop, WBIR 2014, London, UK, July 7-8, 2014. Proceedings. Ourselin, S. & Modat, M. (red.). Springer, s. 223-230 8 s. (Lecture notes in computer science, Bind 8545).Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
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Cube propagation for focal brain atrophy estimation
Pai, Akshay Sadananda Uppinakudru, xfj310, xfj310, Darkner, Sune, Mysling, P., Jørgensen, D. R., Dam, E. B., Lillholm, Martin, Oh, J., Chen, G., Suhy, J., Sporring, Jon & Nielsen, Mads, 2013, 2013 IEEE 10th International Symposium on Biomedical Imaging. IEEE, s. 402-405 4 s.Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
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Deformation-based atrophy computation by surface propagation and its application to Alzheimer’s disease
Pai, Akshay Sadananda Uppinakudru, Sporring, Jon, Darkner, Sune, Dam, Erik Bjørnager, Lillholm, Martin, Jørgensen, D., Oh, J., Chen, G., Suhy, J., xfj310, xfj310 & Nielsen, Mads, 2016, I : SPIE Journal of Medical Imaging. 3, 1, 11 s., 014005.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt
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A statistical model for simultaneous template estimation, bias correction, and registration of 3D brain images
Pai, Akshay Sadananda Uppinakudru, Sommer, Stefan Horst, Raket, L. L., Kühnel, Line, Darkner, Sune, xfj310, xfj310 & Nielsen, Mads, 2017, Medical Computer Vision and Bayesian and Graphical Models for Biomedical Imaging: MICCAI 2016 International Workshops, MCV and BAMBI, Athens, Greece, October 21, 2016, Revised Selected Papers. Müller, H., Kelm, B. M., Arbel, T., Cai, W., Cardoso, M. J., Langs, G., Menze, B., Metaxas, D., Montillo, A., Wells, W. M., Zhang, S., Chung, A. C. S., Jenkinson, M. & Ribbens, A. (red.). Springer, s. 151-159 9 s. (Lecture notes in computer science, Bind 10081).Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
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Adaptive time-stepping in dieomorphic image registration with bounded inverse consistency error
Pai, Akshay Sadananda Uppinakudru, Klein, S., Sommer, Stefan Horst, xfj310, xfj310, Darkner, Sune, Sporring, Jon & Nielsen, Mads, 2015, Proceedings of the fifth international workshop on Mathematical Foundations of Computational Anatomy (MFCA 2015) . INRIA, s. 35-47Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
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Image registration using stationary velocity fields parameterized by norm-minimizing Wendland kernel
Pai, Akshay Sadananda Uppinakudru, Sommer, Stefan Horst, xfj310, xfj310, Darkner, Sune, Sporring, Jon & Nielsen, Mads, 2015. 1 s.Publikation: Konferencebidrag › Konferenceabstrakt til konference › Forskning › fagfællebedømt
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Adaptive time-stepping in diffeomorphic image registration with bounded inverse consistency error
Pai, Akshay Sadananda Uppinakudru, Klein, S., Sommer, Stefan Horst, xfj310, xfj310, Darkner, Sune, Sporring, Jon & Nielsen, Mads, 2015, The 18th International Conference on Medical Image Computing and Computer Assisted Intervention: proceedings. Technische Universität München , s. 35-47 13 s.Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
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Computer analysis method for analyzing images involves applying algorithm to aligned images to extract quantitative estimate of difference in volume of object shown in second image by calculating change in volume of object
Pai, Akshay Sadananda Uppinakudru, xfj310, xfj310, Dam, E., Lillholm, Martin & Nielsen, Mads, 2014, IPC nr. A61B-005/00, Patentnr. US2014357978-A1, 4 dec. 2014, Prioritetsdato 4 jun. 2013, Prioritetsnr. US909666Publikation: Patent
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Localized cerebral atrophy acceleration during Alzheimer’s disease
Pai, Akshay Sadananda Uppinakudru, xfj310, xfj310, Darkner, Sune, Lillholm, Martin, Dam, E. B., Sporring, Jon & Nielsen, Mads, 2013, I : Alzheimer's & Dementia. 9, 4, Supplement, s. P36–P37 2 s., IC-P-059.Publikation: Bidrag til tidsskrift › Konferenceabstrakt i tidsskrift › Forskning › fagfællebedømt
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Hippocampus atrophy in early Alzheimer's disease quantified using non-rigid registration with cube propagation
Pai, Akshay Sadananda Uppinakudru, xfj310, xfj310, Mysling, P., Erleben, L. L., Sporring, Jon, Dam, E., Lillholm, M., Jørgensen, D. R., Chen, G., Oh, J., Suhy, J. & Nielsen, Mads, 2013.Publikation: Konferencebidrag › Konferenceabstrakt til konference › Forskning › fagfællebedømt
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Persistent hippocampal predominant atrophy in pre dementia as a marker for slower functional decline
Pillai, J., Pai, Akshay Sadananda Uppinakudru, xfj310, xfj310 & Nielsen, Mads, 2014, I : Alzheimer's & Dementia. 10, 4, Supplement, s. P538-P539 2 s., P2-186.Publikation: Bidrag til tidsskrift › Konferenceabstrakt i tidsskrift › Forskning › fagfællebedømt
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Persistent hippocampal predominant atrophy in pre dementia as a marker for slower functional decline
Pillai, J., Pai, Akshay Sadananda Uppinakudru, xfj310, xfj310 & Nielsen, Mads, 2014, I : Alzheimer's & Dementia. 10, 4, Supplement, s. P34-P35 2 s., IC-P-061.Publikation: Bidrag til tidsskrift › Konferenceabstrakt i tidsskrift › Forskning › fagfællebedømt
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Inflammatory pathway analytes predicting rapid cognitive decline in MCI stage of Alzheimer’s disease
Pillai, J. A., Bena, J., Bebek, G., Bekris, L. M., Bonner-Jackson, A., Kou, L., Pai, Akshay Sadananda Uppinakudru, xfj310, xfj310, Nielsen, Mads, Rao, S. M., Chance, M., Lamb, B. T. & Leverenz, J. B., 2020, I : Annals of Clinical and Translational Neurology. 7, 7, s. 1225-1239 15 s.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt
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Texture-based analysis of COPD: a data-driven approach
xfj310, xfj310, Nielsen, Mads, Lo, P. C. P., Ashraf, H., Pedersen, J. J. H. & de Bruijne, Marleen, 2012, I : I E E E Transactions on Medical Imaging. 31, 1, s. 70-78 9 s.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt
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Hippocampal texture provides volume independent information for Alzheimer's diagnosis
xfj310, xfj310, Pai, Akshay Sadananda Uppinakudru, Darkner, Sune, Suhy, J., Oh, J., Chen, G., Igel, Christian & Nielsen, Mads, 2012, I : Alzheimer's & Dementia. 8, 4, Supplement, s. 15 1 s., IC-P-013.Publikation: Bidrag til tidsskrift › Konferenceabstrakt i tidsskrift › Forskning › fagfællebedømt
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Ensemble support vector machine classification of dementia using structural MRI and mini-mental state examination
xfj310, xfj310 & Nielsen, Mads, 2018, I : Journal of Neuroscience Methods. 302, SI, s. 66-74Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt
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Hippocampal texture predicts conversion from MCI to Alzheimer's disease
xfj310, xfj310, Igel, Christian & Nielsen, Mads, 2013, I : Alzheimer's & Dementia. 9, 4, Supplement, s. P52 1 s.Publikation: Bidrag til tidsskrift › Konferenceabstrakt i tidsskrift › Forskning › fagfællebedømt
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Differential diagnosis of mild cognitive impairment and Alzheimer’s disease using structural MRI cortical thickness, hippocampal shape, hippocampal texture, and volumetry
xfj310, xfj310, Igel, Christian, Pai, Akshay Sadananda Uppinakudru, Balas, I., Anker, C., Lillholm, Martin & Nielsen, Mads, 2017, I : NeuroImage: Clinical. 13, s. 470-482 13 s.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt
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Texture classification in pulmonary CT
xfj310, xfj310, J. Gangeh, M., B. Shaker, S. & de Bruijne, Marleen, 2011, Lung imaging and computer-aided diagnosis. El-Baz, A. & Suri, J. S. . (red.). CRC Press, s. 343–367 25 s.Publikation: Bidrag til bog/antologi/rapport › Bidrag til bog/antologi › Forskning › fagfællebedømt
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UNSUPERVISED MACHINE LEARNING ON BASELINE BRAIN MRI IDENTIFIES MCI SUBGROUP WITH A FASTER DECLINE OVER TWO YEARS COMPARED TO CLASSICAL HIPPOCAMPAL SPARING AD SUBTYPE
xfj310, xfj310, Pai, Akshay Sadananda Uppinakudru, Nielsen, Mads, Leverenz, J. B. & Pillai, J. A., 2019, I : Alzheimer's & Dementia. 15, 7, s. P1420 1 s., P4-326.Publikation: Bidrag til tidsskrift › Konferenceabstrakt i tidsskrift › Forskning › fagfællebedømt
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Improved Alzheimer's disease diagnostic performance using structural MRI: validation of the MRI combination biomarker that won the CADDementia challenge
xfj310, xfj310, Lillholm, Martin, Pai, Akshay Sadananda Uppinakudru, Balas, I., Anker, C., Igel, Christian & Nielsen, Mads, 2015, I : Insights into Imaging. 6, Supplement 1, 1 s., B-0077.Publikation: Bidrag til tidsskrift › Konferenceabstrakt i tidsskrift › Forskning
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Image dissimilarity-based quantification of lung disease from CT
xfj310, xfj310, Loog, M., Lo, P. C. P., Ashraf, H., Dirksen, A., P. W. Duin, R. & de Bruijne, Marleen, 2010, Medical Image Computing and Computer-Assisted Intervention - MICCAI 2010: 13th International Conference, Beijing, China, September 20-24, 2010, Proceedings, Part I. Jiang, T., Navab, N., Pluim, J. P. W. & Viergever, M. A. (red.). Springer, Bind Part I. s. 37-44 8 s. (Lecture notes in computer science; Nr. 6361).Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
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Hippocampal texture predicts one-year hippocampal atrophy in mild cognitively impaired subjects
xfj310, xfj310, Pai, Akshay Sadananda Uppinakudru, Mysling, P., Darkner, Sune, Chen, G., Oh, J., Suhy, J., Igel, Christian & Nielsen, Mads, 2013. 1 s.Publikation: Konferencebidrag › Poster › Forskning › fagfællebedømt
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MCI trial enrichment using MRI hippocampus texture
xfj310, xfj310, Igel, Christian & Nielsen, Mads, 2016, I : Alzheimer's & Dementia. 12, 7, Supplement, s. P108–P109 2 s., IC-P-146.Publikation: Bidrag til tidsskrift › Konferenceabstrakt i tidsskrift › Forskning › fagfællebedømt
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Early detection of Alzheimer's disease using MRI hippocampal texture
xfj310, xfj310, Igel, Christian, Hansen, N. L., Osler, Merete, Lauritzen, Martin, Rostrup, E. & Nielsen, Mads, 2016, I : Human Brain Mapping. 37, 3, s. 1148-1161 14 s.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt
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Hippocampal texture predicts conversion from MCI to Alzheimer's disease
xfj310, xfj310, Pai, Akshay Sadananda Uppinakudru, Igel, Christian & Nielsen, Mads, 2013, I : Alzheimer's & Dementia. 9, 4, Supplement, s. P581 1 s.Publikation: Bidrag til tidsskrift › Konferenceabstrakt i tidsskrift › Forskning › fagfællebedømt
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Hippocampal MRI texture is related to hippocampal glucose metabolism
xfj310, xfj310, Pai, Akshay Sadananda Uppinakudru, Igel, Christian & Nielsen, Mads, 2015, I : Alzheimer's & Dementia. 11, 7, Supplement, s. P55-P56 2 s., IC-P-077.Publikation: Bidrag til tidsskrift › Konferenceabstrakt i tidsskrift › Forskning › fagfællebedømt
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Dementia diagnosis using MRI cortical thickness, shape, texture, and volumetry
xfj310, xfj310, Pai, Akshay Sadananda Uppinakudru, Anker, C., Balas, I., Lillholm, Martin, Igel, Christian & Nielsen, Mads, 2014, MICCAI 2014 Workshop Proceedings: Challenge on Computer-Aided Diagnosis of Dementia Based on Structural MRI Data. Bron, E. E., Smits, M., van Swieten, J. C., Niessen, W. J. & Klein, S. (red.). Erasmus Universiteit Rotterdam, s. 111-118 8 s.Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
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Dissimilarity-based classification of anatomical tree structures
xfj310, xfj310, Lo, P. C. P., Dirksen, A., Petersen, Jens & de Bruijne, Marleen, 2011, Information Processing in Medical Imaging: 22nd International Conference, IPMI 2011, Kloster Irsee, Germany, July 3-8, 2011. Proceedings. Székely, G. & Hahn, H. K. (red.). Springer, s. 475-485 11 s. (Lecture notes in computer science, Bind 6801).Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
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Chronic Obstructive Pulmonary Disease Quantification Using CT Texture Analysis and Densitometry: Results From the Danish Lung Cancer Screening Trial
xfj310, xfj310, Nielsen, Mads, Petersen, Jens, Pedersen, J. H., Dirksen, A. & de Bruijne, Marleen, 2020, I : American Journal of Roentgenology. 214, 6, s. 1269-1279Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt
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Hippocampal texture provides volume-independent information for Alzheimer's disease diagnosis
xfj310, xfj310, Pai, Akshay Sadananda Uppinakudru, Darkner, Sune, Suhy, J., Oh, J., Chen, G., Igel, Christian & Nielsen, M., 2012, I : Alzheimer's & Dementia. 8, 4, Supplement, s. P162–P163 2 s.Publikation: Bidrag til tidsskrift › Konferenceabstrakt i tidsskrift › Forskning
- Udgivet
Validation of hippocampal texture for early Alzheimer’s disease detection: generalization to independent cohorts and extrapolation to very early signs of dementia
xfj310, xfj310, Igel, Christian, Hansen, N. L., Lauritzen, Martin, Osler, Merete, Rostrup, E. & Nielsen, Mads, 2014, I : Alzheimer's & Dementia. 10, 4, Supplement, s. P133 1 s.Publikation: Bidrag til tidsskrift › Konferenceabstrakt i tidsskrift › Forskning › fagfællebedømt
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Dissimilarity-based multiple instance learning
xfj310, xfj310, Loog, M., Tax, D. M. J., Lee, W., de Bruijne, Marleen & Duin, R. P. W., 2010, Structural, Syntactic, and Statistical Pattern Recognition: Joint IAPR International Workshop, SSPR&SPR 2010, Cesme, Izmir, Turkey, August 18-20, 2010. Proceedings. Hancock, E. R., Wilson, R. C., Windeatt, T., Ulusoy, I. & Escolano, F. (red.). Springer, s. 129-138 10 s. (Lecture notes in computer science; Nr. 6218).Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
Learning COPD Sensitive Filters in Pulmonary CT
xfj310, xfj310, Lo, P. C. P., Ashraf, H., Sporring, Jon, Nielsen, Mads & de Bruijne, Marleen, 2009, Medical Image Computing and Computer-Assisted Intervention - MICCAI 2009. 7 s.Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
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Dissimilarity Representations in Lung Parenchyma Classification
xfj310, xfj310 & de Bruijne, Marleen, 2009, Medical Imaging 2009: Computer-Aided Diagnosis. Karssemeijer, N. & Giger, M. L. (red.). SPIE - International Society for Optical Engineering, 12 s. (Proceedings of SPIE; Nr. 7260).Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
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Pattern Recognition-Based Analysis of COPD in CT
xfj310, xfj310, 2010, København: Faculty of Science, University of Copenhagen.Publikation: Bog/antologi/afhandling/rapport › Ph.d.-afhandling › Forskning
- Udgivet
Texture Classification in Lung CT Using Local Binary Patterns
xfj310, xfj310, Shaker, S. B. & de Bruijne, Marleen, 2008, Medical Image Computing and Computer-Assisted Intervention - MICCAI 2008: 11th International Conference, New York, NY, USA, September 6-10, 2008, Proceedings, Part I. Metaxas, D., Axel, L., Fichtinger, G. & Szekely, G. (red.). Springer, s. 934-941 8 s. (Lecture notes in computer science; Nr. 5241).Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
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Texture Based Emphysema Quantification in Lung CT
xfj310, xfj310, Shaker, S. B. & de Bruijne, Marleen, 2008, The First International Workshop on Pulmonary Image Analysis: MICCAI 2008 Workshop Proceedings. Brown, M., de Bruijne, M., van Ginneken, B., Kiraly, A., Kuhnigk, J-M., Lorenz, C., Mori, K. & Reinhardt, J. (red.). Lulu.com, s. 5-14 10 s.Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
Pattern Recognition based Emphysema Quantification
xfj310, xfj310 & de Bruijne, Marleen, 2008, Proceedings of the 16th Danish Conference on Pattern Recognition and Image Analysis. Olsen, S. I. (red.). Department of Computer Science, University of Copenhagen, 2 s. (Department of Computer Science. University of Copenhagen. Technical Report; Nr. 08-10).Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning
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Quantitative analysis of pulmonary emphysema using local binary patterns
xfj310, xfj310, Shaker, S. B. & de Bruijne, Marleen, 2010, I : IEEE Transactions on Medical Imaging. 29, 2, s. 559-569 11 s.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt
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Multi-object tracking of human spermatozoa
xfj310, xfj310, Østergaard, J., Johansen, P. & de Bruijne, Marleen, 2008, Medical Imaging 2008: Image Processing, Conference Proceedings. Reinhardt, J. M. & Pluim, J. P. W. (red.). SPIE - International Society for Optical Engineering, s. 69142C 12 s. (Proceedings of SPIE; Nr. 6914).Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
Simultaneous registration and bilateral differential bias correction in brain MRI
Zou, B., Pai, Akshay Sadananda Uppinakudru, xfj310, xfj310 & Nielsen, Mads, 2014, Intelligent Imaging: Linking MR Acquisition and Processing.Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
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Brain region's relative proximity as marker for Alzheimer's disease based on structural MRI
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Differential diagnosis of mild cognitive impairment and Alzheimer’s disease using structural MRI cortical thickness, hippocampal shape, hippocampal texture, and volumetry
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