xfj310 xfj310
Lektor
Machine Learning
Universitetsparken 5, 2100 København Ø
- 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
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
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
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
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, P1-288, 2014, s. P415-P416.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, IC-P-058, 2014, s. P33.Publikation: Bidrag til tidsskrift › Konferenceabstrakt i tidsskrift › Forskning › fagfællebedømt
- 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
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
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
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
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
- 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
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
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
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
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
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
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
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
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
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
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
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
ID: 925508
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Brain region's relative proximity as marker for Alzheimer's disease based on structural MRI
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Pattern Recognition-Based Analysis of COPD in CT
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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
Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt
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