xfj310 xfj310
Lektor
Machine Learning
Universitetsparken 5, 2100 København Ø
- Udgivet
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.
I: Neurobiology of Aging, Bind 81, 2019, s. 58-66.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt
- Udgivet
Alzheimer's disease diagnostic performance of a multi-atlas hippocampal segmentation method using the harmonized hippocampal protocol. / Anker, Cecilie; Sørensen, Lauge; Pai, Akshay Sadananda Uppinakudru; Lyksborg, Mark; Lillholm, Martin; Conradsen, Knut; Larsen, Rasmus; Nielsen, Mads.
2014. Abstract fra Radiological Society of North America 100th Scientific Assembly and Annual Meeting, Chicago, USA.Publikation: Konferencebidrag › Konferenceabstrakt til konference › Forskning › fagfællebedømt
- Udgivet
Automated hippocampal segmentation using new standardized manual segmentations from the harmonized hippocampal protocol. / Anker, Cecilie; Pai, Akshay Sadananda Uppinakudru; Sørensen, Lauge; Lyksborg, Mark; Conradsen, Knut; Larsen, Rasmus; Nielsen, Mads.
I: Alzheimer's & Dementia, Bind 10, Nr. 4, Supplement, IC-P-058, 2014, s. P33.Publikation: Bidrag til tidsskrift › Konferenceabstrakt i tidsskrift › Forskning › fagfællebedømt
- Udgivet
Automated hippocampal segmentation using new standardized manual segmentations from the harmonized hippocampal protocol. / Anker, Cecilie; Pai, Akshay Sadananda Uppinakudru; Sørensen, Lauge; Lyksborg, Mark; Conradsen, Knut; Larsen, Rasmus; Nielsen, Mads.
I: Alzheimer's & Dementia, Bind 10, Nr. 4, Supplement, P1-288, 2014, s. P415-P416.Publikation: Bidrag til tidsskrift › Konferenceabstrakt i tidsskrift › Forskning › fagfællebedømt
- Udgivet
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 Fristed; 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 Emil Borch Laurs; Nielsen, Mads; Tangaro, Sabina; Inglese, Paolo; Wachinger, Christian; Reuter, Martin; van Swieten, John C.; Niessen, Wiro J.; Klein, Stefan.
I: NeuroImage, Bind 111, 2015, s. 562-579.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt
- Udgivet
HIPPOCAMPAL TEXTURE IN HEALTHY COGNITION AND MILD COGNITIVE IMPAIRMENT : THE IMPACT OF AMYLOID BURDEN AND SEX. / Caldwell, Jessica Z.k.; Pai, Akshay; Sørensen, Lauge; Kaylegian, Jaeson; Cummings, Jeffrey L.; Banks, Sarah Jane.
I: Alzheimer's & Dementia, Bind 14, Nr. 7, P2-426, 2018, s. P874-P875.Publikation: Bidrag til tidsskrift › Konferenceabstrakt i tidsskrift › Forskning
- Udgivet
Towards exaggerated emphysema stereotypes. / Chen, Chen; Sørensen, Lauge; Lauze, Francois Bernard; Igel, Christian; Loog, Marco; Feragen, Aasa; de Bruijne, Marleen; Nielsen, Mads.
Medical Imaging 2012: Computer-Aided Diagnosis. red. / Bram van Ginneken; Carol L. Novak. SPIE - International Society for Optical Engineering, 2012. 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
- Udgivet
Classification of COPD with multiple instance learning. / Cheplygina, Veronika; Sørensen, Lauge Emil Borch Laurs; Tax, David; Pedersen, Jesper Johannes Holst; Loog, Marco; de Bruijne, Marleen.
22nd International Conference on Pattern Recognition (ICPR) 2014. IEEE, 2014. s. 1508-1513 (International Conference on Pattern Recognition).Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
Transfer learning for multicenter classification of chronic obstructive pulmonary disease. / Cheplygina, Veronika; Peña, Isabel Pino; Pedersen, Jesper Johannes Holst; Lynch, David A.; Sørensen, Lauge; de Bruijne, Marleen.
I: IEEE Journal of Biomedical and Health Informatics, Bind 22, Nr. 5, 09.2018, s. 1486 - 1496.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt
- Udgivet
Label stability in multiple instance learning. / Cheplygina, Veronika; Sørensen, Lauge; Tax, David M. J.; de Bruijne, Marleen; Loog, Marco.
Medical Image Computing and Computer-Assisted Intervention – MICCAI 2015: 18th international conference, Munich, Germany, October 5-9, 2015, Proceedings, Part I. red. / Nassir Navab; Joachim Hornegger; William M. Wells; Alejandro F. Frangi. Springer, 2015. s. 539-546 (Lecture notes in computer science).Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
Do you trust your multiple instance learning classifier? / Cheplygina, Veronika; Sørensen, Lauge; Tax, David M. J.; de Bruijne, Marleen; Loog, Marco.
Benelearn 2017: Proceedings of the Twenty-Sixth Benelux Conference on Machine Learning. red. / Wouter Duivesteijn; Mykola Pechenizkiy; George Fletcher; Vlado Menkovski; Eric Postma; Joaquin Vanschoren; Peter van der Putten. 2017. s. 72-73.Publikation: Bidrag til bog/antologi/rapport › Konferenceabstrakt i proceedings › Forskning
- Udgivet
Brain region's relative proximity as marker for Alzheimer's disease based on structural MRI. / Erleben, Lene Lillemark; Sørensen, Lauge Emil; Pai, Akshay Sadananda Uppinakudru; Dam, Erik Bjørnager; Nielsen, Mads; Initiative, Alzheimer's Disease Neuroimaging.
I: BMC Medical Imaging, Bind 14, Nr. 1, 21, 2014.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt
- Udgivet
Morphometric connectivity analysis to distinguish normal, mild cognitive impaired, and Alzheimer subjects based on brain MRI. / Erleben, Lene Lillemark; Sørensen, Lauge; Mysling, Peter; Pai, Akshay Sadananda Uppinakudru; Dam, Erik B.; Nielsen, Mads.
Medical Imaging 2013: image processing . red. / Sebastien Ourselin; David R. Haynor. SPIE - International Society for Optical Engineering, 2013. 866926 (Progress in Biomedical Optics and Imaging; Nr. 36, Bind 14).Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
Multiple classifier systems in texton-based approach for the classification of CT images of Lung. / Gangeh, Mehrdad J.; Sørensen, Lauge; Shaker, Saher B.; Kamel, Mohamed S.; de Bruijne, Marleen.
Medical Computer Vision. Recognition Techniques and Applications in Medical Imaging: International MICCAI Workshop, MCV 2010, Beijing, China, September 20, 2010, Revised Selected Papers. red. / Bjoern Menze; Georg Langs; Zhowen Tu; Antonio Criminsi. Springer, 2011. s. 153-163 (Lecture notes in computer science, Bind 6533).Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
A texton-based approach for the classification of lung parenchyma in CT images. / Gangeh, Mehrdad J.; Sørensen, Lauge; Shaker, Saher B.; Kamel, Mohamed S.; de Bruijne, Marleen; Loog, Marco.
Medical Image Computing and Computer-Assisted Intervention - MICCAI 2010: 13th International Conference, Beijing, China, September 20-24, 2010, Proceedings, Part III. red. / Tianzi Jiang; Nassir Navab; Josien P. W. Pluim; Max A. Viergever. Bind Part III Springer, 2010. s. 595-602 (Lecture notes in computer science; Nr. 6363).Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
Evaluation of WBAA with registration-based cube propagation for brain atrophy quantification. / Lillholm, Martin; Pai, Akshay Sadananda Uppinakudru; Sørensen, Lauge; Nielsen, Mads; Sporring, Jon; Darkner, Sune; Dam, Erik.
2013. Abstract fra 99th Scientific Assembly and Annual Meeting of the Radiological Society of North America, Chicago, USA.Publikation: Konferencebidrag › Konferenceabstrakt til konference › Forskning › fagfællebedømt
- Udgivet
Robust training of recurrent neural networks to handle missing data for disease progression modeling. / Mehdipour Ghazi, Mostafa; Nielsen, Mads; Pai, Akshay Sadananda Uppinakudru; Cardoso, Manuel Jorge; Modat, Marc; Ourselin, Sebastien; Sørensen, Lauge.
2018. Paper præsenteret ved 1st Conference on Medical Imaging with Deep Learning (MIDL 2018), Amsterdam, Holland.Publikation: Konferencebidrag › Paper › Forskning
- Udgivet
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. Jorge; Modat, Marc; Ourselin, Sebastien; Sørensen, Lauge.
I: Medical Image Analysis, Bind 53, 2019, s. 39-46.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt
- Udgivet
Combining the boundary shift integral and tensor-based morphometry for brain atrophy estimation. / Michalkiewicz, Mateusz Dawid; Pai, Akshay Sadananda Uppinakudru; Leung, Kelvin K.; Sommer, Stefan Horst; Darkner, Sune; Sørensen, Lauge; Sporring, Jon; Nielsen, Mads.
Medical imaging 2016: Image processing. red. / Martin A. Styner; Elsa D. Angelini. SPIE - International Society for Optical Engineering, 2016. 978406 (Progress in Biomedical Optics and Imaging).Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
Hippocampal texture predicts ad conversion in amyloid positive mild cognitively impaired subjects. / Nielsen, Mads; Igel, Christian; Sørensen, Lauge.
I: Neurodegenerative Diseases, Bind 15, Nr. Suppl. 1, ADPD5-0947, 2015, s. 262.Publikation: Bidrag til tidsskrift › Konferenceabstrakt i tidsskrift › Forskning
- Udgivet
Hippocampus MRI T1 texture's relation to established Alzheimer's disease biomarkers and prediction of progression. / Nielsen, Mads; Sørensen, Lauge; Pai, Akshay Sadananda Uppinakudru; Igel, Christian; Lillholm, Martin.
2015. Abstract fra 101st Scientific Assembly and Annual Meeting of the Radiological Society of North America , Chicago, USA.Publikation: Konferencebidrag › Konferenceabstrakt til konference › Forskning › fagfællebedømt
- Udgivet
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 (Opfinder); de Bruijne, Marleen (Opfinder); Sørensen, Lauge (Opfinder).
IPC nr.: G06K-009/00. Patentnummer: US2011280457-A1. nov. 17, 2011.Publikation: Patent
- Udgivet
PADDIT : Probabilistic Augmentation of Data using Diffeomorphic Image Transformation. / Orbes-Arteaga, Mauricio; Sørensen, Lauge; Cardoso , Jorge ; Modat , Marc ; Ourselin, Sebastien; Sommer, Stefan Horst; Nielsen, Mads; Igel, Christian; Pai, Akshay Sadananda Uppinakudru.
Proceedings, SPIE 10949, Medical Imaging 2019: Image Processing . SPIE - International Society for Optical Engineering, 2019.Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
Simultaneous synthesis of FLAIR and segmentation of white matter hypointensities from T1 MRIs. / Orbes-Arteaga, Mauricio; Cardoso, Manuel Jorge; Sørensen, Lauge; Modat, Marc; Ourselin, Sebastien; Nielsen, Mads; Pai, Akshay Sadananda Uppinakudru.
2018. Paper præsenteret ved 1st Conference on Medical Imaging with Deep Learning (MIDL 2018), Amsterdam, Holland.Publikation: Konferencebidrag › Paper › Forskning
- Udgivet
Knowledge Distillation for Semi-supervised Domain Adaptation. / Orbes-Arteaga, Mauricio; Cardoso, Jorge; Sørensen, Lauge; Igel, Christian; Ourselin, Sebastien; Modat, Marc; Nielsen, Mads; Pai, Akshay.
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. red. / Luping Zhou; Duygu Sarikaya; Seyed Mostafa Kia; Stefanie Speidel; Anand Malpani; Daniel Hashimoto; Mohamad Habes; Tommy Löfstedt; Kerstin Ritter; Hongzhi Wang. Springer VS, 2019. s. 68-76 (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
- Udgivet
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.
I: Human Brain Mapping, Bind 39, Nr. 4, 04.2018, s. 1789-1795.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt
- Udgivet
Do dementia biomarkers have a sigmoid trajectory? Insights from non-linear mixed effects modeling. / Pai, Akshay Sadananda Uppinakudru; Sommer, Stefan Horst; Raket, Lars Lau; Sørensen, Lauge; Nielsen, Mads.
I: Alzheimer's & Dementia, Bind 12, Nr. 7, Supplement, O4-09-06, 2016, s. P356.Publikation: Bidrag til tidsskrift › Konferenceabstrakt i tidsskrift › Forskning › fagfællebedømt
- Udgivet
White matter hypointensity growth rate correlates with rate of brain atrophy. / Pai, Akshay Sadananda Uppinakudru; Sørensen, Lauge; Darkner, Sune; Sporring, Jon; Rostrup, Egill; Nielsen, Mads.
I: Alzheimer's & Dementia, Bind 10, Nr. 4, Supplement, P1-285, 2014, s. P414.Publikation: Bidrag til tidsskrift › Konferenceabstrakt i tidsskrift › Forskning › fagfællebedømt
- Udgivet
Comparison of several computational pipelines for atrophy computation in longitudinal Alzheimers studies. / Pai, Akshay Sadananda Uppinakudru; Sommer, Stefan Horst; Darkner, Sune; Sørensen, Lauge Emil Borch Laurs; Sporring, Jon; Nielsen, Mads.
2015. Abstract fra 101st Scientific Assembly and Annual Meeting of the Radiological Society of North America , Chicago, USA.Publikation: Konferencebidrag › Konferenceabstrakt til konference › Forskning › fagfællebedømt
- Udgivet
Evaluation of bias in brain atrophy estimation. / Pai, Akshay Sadananda Uppinakudru; Darkner, Sune; Sørensen, Lauge; Erleben, Lene Lillemark; Mysling, Peter; Sporring, Jon; Dam, Erik; Nielsen, Mads.
NIBAD '12: MICCAI 2012 Workshop on Novel Imaging Biomarkers for Alzheimer’s Disease and Related Disorders. red. / L. Wang; P. Yushkevich; S. Ourselin. MICCAI , 2012. s. 198-206.Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
Localized cerebral atrophy acceleration during Alzheimer’s disease. / Pai, Akshay Sadananda Uppinakudru; Sørensen, Lauge; Darkner, Sune; Lillholm, Martin; Dam, Erik B.; Sporring, Jon; Nielsen, Mads.
I: Alzheimer's & Dementia, Bind 9, Nr. 4, Supplement, O1-10-06, 2013, s. P151.Publikation: Bidrag til tidsskrift › Konferenceabstrakt i tidsskrift › Forskning › fagfællebedømt
- Udgivet
Hippocampal texture predicts rate of cognitive decline in mild cognitive impairment. / Pai, Akshay Sadananda Uppinakudru; Pillai, Jagan A.; Sørensen, Lauge; Darkner, Sune; Sommer, Stefan Horst; Nielsen, Mads.
I: Alzheimer's & Dementia, Bind 13, Nr. 7, supplement, P4-225, 07.2017, s. P1356.Publikation: Bidrag til tidsskrift › Konferenceabstrakt i tidsskrift › Forskning
- Udgivet
Kernel bundle diffeomorphic image registration using stationary velocity fields and Wendland basis functions. / Pai, Akshay Sadananda Uppinakudru; Sommer, Stefan Horst; Sørensen, Lauge; Darkner, Sune; Sporring, Jon; Nielsen, Mads.
I: IEEE transactions on medical imaging, Bind 35, Nr. 6, 2016, s. 1369-1380.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt
- Udgivet
White matter hypointensity growth rate correlates with rate of brain atrophy. / Pai, Akshay Sadananda Uppinakudru; Sørensen, Lauge; Darkner, Sune; Sporring, Jon; Rostrup, Egill; Nielsen, Mads.
I: Alzheimer's & Dementia, Bind 10, Nr. 4, Supplement, IC-P-131, 2014, s. P75-P76.Publikation: Bidrag til tidsskrift › Konferenceabstrakt i tidsskrift › Forskning › fagfællebedømt
- Udgivet
Stepwise inverse consistent Euler’s scheme for diffeomorphic image registration. / Pai, Akshay Sadananda Uppinakudru; Sommer, Stefan Horst; Darkner, Sune; Sørensen, Lauge; Sporring, Jon; Nielsen, Mads.
Biomedical Image Registration: 6th International Workshop, WBIR 2014, London, UK, July 7-8, 2014. Proceedings. red. / Sébastien Ourselin; Marc Modat. Springer, 2014. s. 223-230 (Lecture notes in computer science, Bind 8545).Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
Cube propagation for focal brain atrophy estimation. / Pai, Akshay Sadananda Uppinakudru; Sørensen, Lauge; Darkner, Sune; Mysling, Peter; Jørgensen, Dan Richter; Dam, Erik B.; Lillholm, Martin; Oh, Joonmi; Chen, Gennan; Suhy, Joyce; Sporring, Jon; Nielsen, Mads.
2013 IEEE 10th International Symposium on Biomedical Imaging. IEEE, 2013. s. 402-405.Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
- Udgivet
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, Dan; Oh, Joonmi; Chen, Gennan; Suhy, Joyce; Sørensen, Lauge; Nielsen, Mads.
I: SPIE Journal of Medical Imaging, Bind 3, Nr. 1, 014005, 2016.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt
- Udgivet
A statistical model for simultaneous template estimation, bias correction, and registration of 3D brain images. / Pai, Akshay Sadananda Uppinakudru; Sommer, Stefan Horst; Raket, Lars Lau; Kühnel, Line; Darkner, Sune; Sørensen, Lauge; Nielsen, Mads.
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. red. / Henning Müller; B. Michael Kelm; Tal Arbel; Weidong Cai; M. Jorge Cardoso; Georg Langs; Bjoern Menze; Dmitris Metaxas; Albert Montillo; William M. Wells; Shaoting Zhang; Albert C. S. Chung; Mark Jenkinson; Annemie Ribbens. Springer, 2017. s. 151-159 (Lecture notes in computer science, Bind 10081).Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
Adaptive time-stepping in dieomorphic image registration with bounded inverse consistency error. / Pai, Akshay Sadananda Uppinakudru; Klein, Stefan; Sommer, Stefan Horst; Sørensen, Lauge; Darkner, Sune; Sporring, Jon; Nielsen, Mads.
Proceedings of the fifth international workshop on Mathematical Foundations of Computational Anatomy (MFCA 2015) . INRIA, 2015. s. 35-47.Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
Image registration using stationary velocity fields parameterized by norm-minimizing Wendland kernel. / Pai, Akshay Sadananda Uppinakudru; Sommer, Stefan Horst; Sørensen, Lauge; Darkner, Sune; Sporring, Jon; Nielsen, Mads.
2015. Poster session præsenteret ved SPIE Medical Imaging 2015, Danmark.Publikation: Konferencebidrag › Poster › Forskning › fagfællebedømt
- Udgivet
Adaptive time-stepping in diffeomorphic image registration with bounded inverse consistency error. / Pai, Akshay Sadananda Uppinakudru; Klein, Stefan; Sommer, Stefan Horst; Sørensen, Lauge Emil Borch Laurs; Darkner, Sune; Sporring, Jon; Nielsen, Mads.
The 18th International Conference on Medical Image Computing and Computer Assisted Intervention: proceedings. Technische Universität München , 2015. s. 35-47.Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
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 (Opfinder); Sørensen, Lauge (Opfinder); Dam, Erik (Opfinder); Lillholm, Martin (Opfinder); Nielsen, Mads (Opfinder).
IPC nr.: A61B-005/00. Patentnummer: US2014357978-A1. dec. 04, 2014.Publikation: Patent
- Udgivet
Localized cerebral atrophy acceleration during Alzheimer’s disease. / Pai, Akshay Sadananda Uppinakudru; Sørensen, Lauge; Darkner, Sune; Lillholm, Martin; Dam, Erik B.; Sporring, Jon; Nielsen, Mads.
I: Alzheimer's & Dementia, Bind 9, Nr. 4, Supplement, IC-P-059, 2013, s. P36–P37.Publikation: Bidrag til tidsskrift › Konferenceabstrakt i tidsskrift › Forskning › fagfællebedømt
- Udgivet
Hippocampus atrophy in early Alzheimer's disease quantified using non-rigid registration with cube propagation. / Pai, Akshay Sadananda Uppinakudru; Sørensen, Lauge Emil Borch Laurs; Mysling, Peter; Erleben, Lene Lillemark; Sporring, Jon; Dam, E.; Lillholm, M.; Jørgensen, D.R.; Chen, G.; Oh, J.; Suhy, J.; Nielsen, Mads.
2013. Abstract fra International Conference on Alzheimer's & Parkinson's Diseases, Florence, Italien.Publikation: Konferencebidrag › Konferenceabstrakt til konference › Forskning › fagfællebedømt
- Udgivet
Persistent hippocampal predominant atrophy in pre dementia as a marker for slower functional decline. / Pillai, Jagan; Pai, Akshay Sadananda Uppinakudru; Sørensen, Lauge; Nielsen, Mads.
I: Alzheimer's & Dementia, Bind 10, Nr. 4, Supplement, P2-186, 2014, s. P538-P539.Publikation: Bidrag til tidsskrift › Konferenceabstrakt i tidsskrift › Forskning › fagfællebedømt
- Udgivet
Persistent hippocampal predominant atrophy in pre dementia as a marker for slower functional decline. / Pillai, Jagan; Pai, Akshay Sadananda Uppinakudru; Sørensen, Lauge; Nielsen, Mads.
I: Alzheimer's & Dementia, Bind 10, Nr. 4, Supplement, IC-P-061, 2014, s. P34-P35.Publikation: Bidrag til tidsskrift › Konferenceabstrakt i tidsskrift › Forskning › fagfællebedømt
- Udgivet
Texture-based analysis of COPD : a data-driven approach. / Sørensen, Lauge; Nielsen, Mads; Lo, Pechin Chien Pau; Ashraf, Haseem; Pedersen, Jesper Johannes Holst; de Bruijne, Marleen.
I: I E E E Transactions on Medical Imaging, Bind 31, Nr. 1, 2012, s. 70-78.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt
- Udgivet
Hippocampal texture provides volume independent information for Alzheimer's diagnosis. / Sørensen, Lauge; Pai, Akshay Sadananda Uppinakudru; Darkner, Sune; Suhy, Joyce; Oh, Joonmi; Chen, Gennan; Igel, Christian; Nielsen, Mads.
I: Alzheimer's & Dementia, Bind 8, Nr. 4, Supplement, IC-P-013, 2012, s. 15.Publikation: Bidrag til tidsskrift › Konferenceabstrakt i tidsskrift › Forskning › fagfællebedømt
- Udgivet
Ensemble support vector machine classification of dementia using structural MRI and mini-mental state examination. / Sørensen, Lauge; Nielsen, Mads.
I: Journal of Neuroscience Methods, Bind 302, Nr. SI, 2018, s. 66-74.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt
- Udgivet
Hippocampal texture predicts conversion from MCI to Alzheimer's disease. / Sørensen, Lauge; Igel, Christian; Nielsen, Mads.
I: Alzheimer's & Dementia, Bind 9, Nr. 4, Supplement, 2013, s. P52.Publikation: Bidrag til tidsskrift › Konferenceabstrakt i tidsskrift › Forskning › fagfællebedømt
- Udgivet
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 Sadananda Uppinakudru; Balas, Ioana; Anker, Cecilie; Lillholm, Martin; Nielsen, Mads.
I: NeuroImage: Clinical, Bind 13, 2017, s. 470-482.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt
- Udgivet
Texture classification in pulmonary CT. / Sørensen, Lauge; J. Gangeh, Mehrdad; B. Shaker, Saher; de Bruijne, Marleen.
Lung imaging and computer-aided diagnosis. red. / Ayman El-Baz; Jasjit S . Suri. CRC Press, 2011. s. 343–367.Publikation: Bidrag til bog/antologi/rapport › Bidrag til bog/antologi › Forskning › fagfællebedømt
- Udgivet
Improved Alzheimer's disease diagnostic performance using structural MRI : validation of the MRI combination biomarker that won the CADDementia challenge . / Sørensen, Lauge; Lillholm, Martin; Pai, Akshay Sadananda Uppinakudru; Balas, Ioana; Anker, C.; Igel, Christian; Nielsen, Mads.
I: Insights into Imaging, Bind 6, Nr. Supplement 1, B-0077, 2015.Publikation: Bidrag til tidsskrift › Konferenceabstrakt i tidsskrift › Forskning
- Udgivet
Image dissimilarity-based quantification of lung disease from CT. / Sørensen, Lauge; Loog, Marco; Lo, Pechin Chien Pau; Ashraf, Haseem; Dirksen, Asger; P. W. Duin, Robert; de Bruijne, Marleen.
Medical Image Computing and Computer-Assisted Intervention - MICCAI 2010: 13th International Conference, Beijing, China, September 20-24, 2010, Proceedings, Part I. red. / Tianzi Jiang; Nassir Navab; Josien P. W. Pluim; Max A. Viergever. Bind Part I Springer, 2010. s. 37-44 (Lecture notes in computer science; Nr. 6361).Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
Hippocampal texture predicts one-year hippocampal atrophy in mild cognitively impaired subjects. / Sørensen, Lauge; Pai, Akshay Sadananda Uppinakudru; Mysling, Peter; Darkner, Sune; Chen, Gennan; Oh, Joonmi; Suhy, Joyce; Igel, Christian; Nielsen, Mads.
2013. Poster session præsenteret ved European Congress of Radiology, Vienna, Østrig.Publikation: Konferencebidrag › Poster › Forskning › fagfællebedømt
- Udgivet
MCI trial enrichment using MRI hippocampus texture. / Sørensen, Lauge; Igel, Christian; Nielsen, Mads.
I: Alzheimer's & Dementia, Bind 12, Nr. 7, Supplement, IC-P-146, 2016, s. P108–P109.Publikation: Bidrag til tidsskrift › Konferenceabstrakt i tidsskrift › Forskning › fagfællebedømt
- Udgivet
Early detection of Alzheimer's disease using MRI hippocampal texture. / Sørensen, Lauge; Igel, Christian; Hansen, Naja Liv; Osler, Merete; Lauritzen, Martin; Rostrup, Egill; Nielsen, Mads.
I: Human Brain Mapping, Bind 37, Nr. 3, 2016, s. 1148-1161.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt
- Udgivet
Hippocampal texture predicts conversion from MCI to Alzheimer's disease. / Sørensen, Lauge; Pai, Akshay Sadananda Uppinakudru; Igel, Christian; Nielsen, Mads.
I: Alzheimer's & Dementia, Bind 9, Nr. 4, Supplement, 2013, s. P581.Publikation: Bidrag til tidsskrift › Konferenceabstrakt i tidsskrift › Forskning › fagfællebedømt
- Udgivet
Hippocampal MRI texture is related to hippocampal glucose metabolism. / Sørensen, Lauge; Pai, Akshay Sadananda Uppinakudru; Igel, Christian; Nielsen, Mads.
I: Alzheimer's & Dementia, Bind 11, Nr. 7, Supplement, IC-P-077, 2015, s. P55-P56.Publikation: Bidrag til tidsskrift › Konferenceabstrakt i tidsskrift › Forskning › fagfællebedømt
- Udgivet
Dementia diagnosis using MRI cortical thickness, shape, texture, and volumetry. / Sørensen, Lauge; Pai, Akshay Sadananda Uppinakudru; Anker, Cecilie; Balas, Ioana; Lillholm, Martin; Igel, Christian; Nielsen, Mads.
MICCAI 2014 Workshop Proceedings: Challenge on Computer-Aided Diagnosis of Dementia Based on Structural MRI Data. red. / Esther E. Bron; Marion Smits; John C. van Swieten; Wiro J. Niessen; Stefan Klein. Erasmus Universiteit Rotterdam, 2014. s. 111-118.Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
Dissimilarity-based classification of anatomical tree structures. / Sørensen, Lauge; Lo, Pechin Chien Pau; Dirksen, Asger; Petersen, Jens; de Bruijne, Marleen.
Information Processing in Medical Imaging: 22nd International Conference, IPMI 2011, Kloster Irsee, Germany, July 3-8, 2011. Proceedings. red. / Gábor Székely; Horst K. Hahn. Springer, 2011. s. 475-485 (Lecture notes in computer science, Bind 6801).Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
Hippocampal texture provides volume-independent information for Alzheimer's disease diagnosis. / Sørensen, Lauge; Pai, Akshay Sadananda Uppinakudru; Darkner, Sune; Suhy, Joyce; Oh, Joonmi; Chen, Gennan; Igel, Christian; Nielsen, Mads.
I: Alzheimer's & Dementia, Bind 8, Nr. 4, Supplement, 2012, s. P162–P163.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. / Sørensen, Lauge; Igel, Christian; Hansen, Naja Liv; Lauritzen, Martin; Osler, Merete; Rostrup, Egill; Nielsen, Mads.
I: Alzheimer's & Dementia, Bind 10, Nr. 4, Supplement, 2014, s. P133.Publikation: Bidrag til tidsskrift › Konferenceabstrakt i tidsskrift › Forskning › fagfællebedømt
- Udgivet
Dissimilarity-based multiple instance learning. / Sørensen, Lauge; Loog, Marco; Tax, David M. J.; Lee, Wan-Jui; de Bruijne, Marleen; Duin, Robert P. W.
Structural, Syntactic, and Statistical Pattern Recognition: Joint IAPR International Workshop, SSPR&SPR 2010, Cesme, Izmir, Turkey, August 18-20, 2010. Proceedings. red. / Edwin R. Hancock; Richard C. Wilson; Terry Windeatt; Ilkay Ulusoy; Francisco Escolano. Springer, 2010. s. 129-138 (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. / Sørensen, Lauge Emil Borch Laurs; Lo, Pechin Chien Pau; Ashraf, Haseem; Sporring, Jon; Nielsen, Mads; de Bruijne, Marleen.
Medical Image Computing and Computer-Assisted Intervention - MICCAI 2009. 2009.Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
Dissimilarity Representations in Lung Parenchyma Classification. / Sørensen, Lauge Emil Borch Laurs; de Bruijne, Marleen.
Medical Imaging 2009: Computer-Aided Diagnosis. red. / Nico Karssemeijer; Maryellen L. Giger. SPIE - International Society for Optical Engineering, 2009. (Proceedings of SPIE; Nr. 7260).Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
Pattern Recognition-Based Analysis of COPD in CT. / Sørensen, Lauge Emil Borch Laurs.
København : Faculty of Science, University of Copenhagen, 2010.Publikation: Bog/antologi/afhandling/rapport › Ph.d.-afhandling
- Udgivet
Texture Classification in Lung CT Using Local Binary Patterns. / Sørensen, Lauge Emil Borch Laurs; Shaker, Saher B.; de Bruijne, Marleen.
Medical Image Computing and Computer-Assisted Intervention - MICCAI 2008: 11th International Conference, New York, NY, USA, September 6-10, 2008, Proceedings, Part I. red. / D. Metaxas; L. Axel; G. Fichtinger; G. Szekely. Springer, 2008. s. 934-941 (Lecture notes in computer science; Nr. 5241).Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
Texture Based Emphysema Quantification in Lung CT. / Sørensen, Lauge Emil Borch Laurs; Shaker, Saher B.; de Bruijne, Marleen.
The First International Workshop on Pulmonary Image Analysis: MICCAI 2008 Workshop Proceedings. red. / Matthew Brown; Marleen de Bruijne; Bram van Ginneken; Atilla Kiraly; Jan-Martin Kuhnigk; Cristian Lorenz; Kensaku Mori; Joseph Reinhardt. Lulu.com, 2008. s. 5-14.Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
Pattern Recognition based Emphysema Quantification. / Sørensen, Lauge Emil Borch Laurs; de Bruijne, Marleen.
Proceedings of the 16th Danish Conference on Pattern Recognition and Image Analysis. red. / Søren I. Olsen. Department of Computer Science, University of Copenhagen, 2008. (Department of Computer Science. University of Copenhagen. Technical Report; Nr. 08-10).Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning
- Udgivet
Quantitative analysis of pulmonary emphysema using local binary patterns. / Sørensen, Lauge Emil Borch Laurs; Shaker, S.B.; de Bruijne, Marleen.
I: IEEE Transactions on Medical Imaging, Bind 29, Nr. 2, 2010, s. 559-569.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt
- Udgivet
Multi-object tracking of human spermatozoa. / Sørensen, Lauge Emil Borch Laurs; Østergaard, Jakob; Johansen, Peter; de Bruijne, Marleen.
Medical Imaging 2008: Image Processing, Conference Proceedings. red. / Joseph M. Reinhardt; Josien P. W. Pluim. SPIE - International Society for Optical Engineering, 2008. s. 69142C (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, Bin; Pai, Akshay Sadananda Uppinakudru; Sørensen, Lauge; Nielsen, Mads.
Intelligent Imaging: Linking MR Acquisition and Processing. 2014.Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › 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
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