xfj310 xfj310

Research output

Research output per year 2008 2013 2014 2015 2019

• 27 Article in proceedings
• 21 Conference abstract in journal
• 13 Journal article
• 5 Conference abstract for conference
• 10 More
  • 3 Patent
  • 2 Paper
  • 2 Poster
  • 1 Ph.D. thesis
  • 1 Book chapter
  • 1 Conference abstract in proceedings

Research output per year

Research output per year

Search results

• 2019

  Knowledge Distillation for Semi-supervised Domain Adaptation

  Orbes-Arteaga, M., Cardoso, J., Sørensen, L., Igel, C., Ourselin, S., Modat, M., Nielsen, M. & Pai, A., 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. (eds.). Springer VS, p. 68-76 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 11796 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  • Semi-supervised Domain Adaptation 100%
  • Knowledge Distillation 100%
  • Domain Adaptation 100%
  • Adversarial Domain Adaptation 75%
  • Deep Neural Network 66%
  6 Citations (Scopus)

• 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., Sørensen, L., Nielsen, M., Pai, A., 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. (eds.). Springer VS, p. 54-62 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 11795 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  • Cross-domain Adaptation 100%
  • Consistency Learning 100%
  • Domain Adaptation 100%
  • Acquisition Parameters 33%
  • MICCAI 33%
  8 Citations (Scopus)

• PADDIT: Probabilistic Augmentation of Data using Diffeomorphic Image Transformation

  Orbes-Arteaga, M., Sørensen, L., Cardoso , J., Modat , M., Ourselin, S., Sommer, S. H., Nielsen, M., Igel, C. & Pai, A. S. U., 2019, Proceedings, SPIE 10949, Medical Imaging 2019: Image Processing . SPIE - International Society for Optical Engineering, 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  1 Citation (Scopus)

• The value of hippocampal volume, shape, and texture for 11-year prediction of dementia: a population-based study

  Achterberg, H. C., Sørensen, L., Wolters, F. J., Niessen, W. J., Vernooij, M. W., Ikram, M. A., Nielsen, M. & de Bruijne, M., 2019, In: Neurobiology of Aging. 81, p. 58-66

  Research output: Contribution to journal › Journal article › Research › peer-review

  • Population-based Study 100%
  • Hippocampal Volume 100%
  • Dementia 100%
  • Magnetic Resonance Imaging 100%
  • Mild Cognitive Impairment 100%
  5 Citations (Scopus)

  16 Downloads (Pure)

• Training recurrent neural networks robust to incomplete data: application to Alzheimer’s disease progression modeling

  Mehdipour Ghazi, M., Nielsen, M., Pai, A. S. U., Cardoso, M. J., Modat, M., Ourselin, S. & Sørensen, L., Apr 2019, In: Medical Image Analysis. 53, p. 39-46

  Research output: Contribution to journal › Journal article › Research › peer-review

  • Incomplete Data 100%
  • Alzheimer's Disease Pathology 100%
  • Recurrent Neural Network 100%
  • Disease Progression 100%
  • Data Application 100%
  22 Citations (Scopus)

• UNSUPERVISED MACHINE LEARNING ON BASELINE BRAIN MRI IDENTIFIES MCI SUBGROUP WITH A FASTER DECLINE OVER TWO YEARS COMPARED TO CLASSICAL HIPPOCAMPAL SPARING AD SUBTYPE

  Sørensen, L., Pai, A., Nielsen, M., Leverenz, J. B. & Pillai, J. A., 2019, In: Alzheimer's & Dementia. 15, 7, p. P1420 1 p., P4-326.

  Research output: Contribution to journal › Conference abstract in journal › Research › peer-review

  1 Citation (Scopus)
• 2018

  Ensemble support vector machine classification of dementia using structural MRI and mini-mental state examination

  Sørensen, L. & Nielsen, M., 15 May 2018, In: Journal of Neuroscience Methods. 302, SI, p. 66-74

  Research output: Contribution to journal › Journal article › Research › peer-review

  • Mini-Mental State Examination 100%
  • Support Vector Machine Classification 100%
  • Ensemble Support Vector Machine 100%
  • Structural Magnetic Resonance Imaging (sMRI) 100%
  • Dementia 100%
  28 Citations (Scopus)

• HIPPOCAMPAL TEXTURE IN HEALTHY COGNITION AND MILD COGNITIVE IMPAIRMENT: THE IMPACT OF AMYLOID BURDEN AND SEX

  Caldwell, J. Z. K., Pai, A., Sørensen, L., Kaylegian, J., Cummings, J. L. & Banks, S. J., 2018, In: Alzheimer's & Dementia. 14, 7, p. P874-P875 P2-426.

  Research output: Contribution to journal › Conference abstract in journal › Research

• Robust training of recurrent neural networks to handle missing data for disease progression modeling

  Mehdipour Ghazi, M., Nielsen, M., Pai, A. S. U., Cardoso, M. J., Modat, M., Ourselin, S. & Sørensen, L., 2018. 9 p.

  Research output: Contribution to conference › Paper › Research

  • Missing Data 100%
  • Recurrent Neural Network 100%
  • Robust Training 100%
  • Progression 100%
  • Long Short-Term Memory 80%
  14 Downloads (Pure)

• Simultaneous synthesis of FLAIR and segmentation of white matter hypointensities from T1 MRIs

  Orbes-Arteaga, M., Cardoso, M. J., Sørensen, L., Modat, M., Ourselin, S., Nielsen, M. & Pai, A. S. U., 2018. 8 p.

  Research output: Contribution to conference › Paper › Research

  • Simultaneous Synthesis 100%
  • White Matter Hypointensities 100%
  • Magnetic Resonance Imaging 100%
  • Network Segmentation 100%
  • Vascular Disease 50%

• Subclinical depressive symptoms during late midlife and structural brain alterations: A longitudinal study of Danish men born in 1953

  Osler, M., Sørensen, L., Rozing, M., Calvo, O. P., Nielsen, M. & Rostrup, E., Apr 2018, In: Human Brain Mapping. 39, 4, p. 1789-1795

  Research output: Contribution to journal › Journal article › Research › peer-review

  • Depressive Symptoms 100%
  • Structural Brain Changes 100%
  • Late Midlife 100%
  • Residual Depressive Symptoms 100%
  • Depressive Disorder 100%
  3 Citations (Scopus)

• Transfer learning for multicenter classification of chronic obstructive pulmonary disease

  Cheplygina, V., Peña, I. P., Pedersen, J. J. H., Lynch, D. A., Sørensen, L. & de Bruijne, M., Sept 2018, In: IEEE Journal of Biomedical and Health Informatics. 22, 5, p. 1486 - 1496

  Research output: Contribution to journal › Journal article › Research › peer-review

  • Transfer Learning 100%
  • Chronic Obstructive Pulmonary Disease 100%
  • Texture Feature 100%
  • Classification Task 50%
  • Supervised Learning 50%
  24 Citations (Scopus)

  60 Downloads (Pure)
• 2017

  A statistical model for simultaneous template estimation, bias correction, and registration of 3D brain images

  Pai, A. S. U., Sommer, S. H., Raket, L. L., Kühnel, L., Darkner, S., Sørensen, L. & Nielsen, M., 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. (eds.). Springer, p. 151-159 9 p. (Lecture notes in computer science, Vol. 10081).

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  • Image Deformation 100%
  • Image Normalization 100%
  • Bias Registration 100%
  • DNA Template 100%
  • Image Protocol 20%

• Differential diagnosis of mild cognitive impairment and Alzheimer’s disease using structural MRI cortical thickness, hippocampal shape, hippocampal texture, and volumetry

  Sørensen, L., Igel, C., Pai, A. S. U., Balas, I., Anker, C., Lillholm, M. & Nielsen, M., 2017, In: NeuroImage: Clinical. 13, p. 470-482 13 p.

  Research output: Contribution to journal › Journal article › Research › peer-review

  • Volumetry 100%
  • Imaging Biomarkers 100%
  • Alzheimer's Disease 100%
  • Differential Diagnosis 100%
  • Structural Magnetic Resonance Imaging (sMRI) 100%
  77 Citations (Scopus)

  172 Downloads (Pure)

• Do you trust your multiple instance learning classifier?

  Cheplygina, V., Sørensen, L., Tax, D. M. J., de Bruijne, M. & 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. (eds.). p. 72-73 2 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference abstract in proceedings › Research

• Hippocampal texture predicts rate of cognitive decline in mild cognitive impairment

  Pai, A. S. U., Pillai, J. A., Sørensen, L., Darkner, S., Sommer, S. H. & Nielsen, M., Jul 2017, In: Alzheimer's & Dementia. 13, 7, supplement, p. P1356 1 p., P4-225.

  Research output: Contribution to journal › Conference abstract in journal › Research
• 2016

  Combining the boundary shift integral and tensor-based morphometry for brain atrophy estimation

  Michalkiewicz, M. D., Pai, A. S. U., Leung, K. K., Sommer, S. H., Darkner, S., Sørensen, L., Sporring, J. & Nielsen, M., 2016, Medical imaging 2016: Image processing. Styner, M. A. & Angelini, E. D. (eds.). SPIE - International Society for Optical Engineering, 6 p. 978406. (Progress in Biomedical Optics and Imaging).

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  • Tensor-based Morphometry 100%
  • Brain Atrophy 100%
  • Integral 100%
  • Tensor 100%
  • Alzheimer's Disease 100%

• Deformation-based atrophy computation by surface propagation and its application to Alzheimer’s disease

  Pai, A. S. U., Sporring, J., Darkner, S., Dam, E. B., Lillholm, M., Jørgensen, D., Oh, J., Chen, G., Suhy, J., Sørensen, L. & Nielsen, M., 1 Jan 2016, In: SPIE Journal of Medical Imaging. 3, 1, 11 p., 014005.

  Research output: Contribution to journal › Journal article › Research › peer-review

  • Atrophy 100%
  • Alzheimer's Disease 100%
  • Jacobian Matrix 100%
  • Simplex 100%
  • Jacobian Integration 66%

• Do dementia biomarkers have a sigmoid trajectory? Insights from non-linear mixed effects modeling

  Pai, A. S. U., Sommer, S. H., Raket, L. L., Sørensen, L. & Nielsen, M., 2016, In: Alzheimer's & Dementia. 12, 7, Supplement, p. P356 1 p., O4-09-06.

  Research output: Contribution to journal › Conference abstract in journal › Research › peer-review

• Early detection of Alzheimer's disease using MRI hippocampal texture

  Sørensen, L., Igel, C., Hansen, N. L., Osler, M., Lauritzen, M., Rostrup, E. & Nielsen, M., 1 Mar 2016, In: Human Brain Mapping. 37, 3, p. 1148-1161 14 p.

  Research output: Contribution to journal › Journal article › Research › peer-review

  90 Citations (Scopus)

• Kernel bundle diffeomorphic image registration using stationary velocity fields and Wendland basis functions

  Pai, A. S. U., Sommer, S. H., Sørensen, L., Darkner, S., Sporring, J. & Nielsen, M., Jun 2016, In: IEEE Transactions on Medical Imaging. 35, 6, p. 1369-1380 12 p.

  Research output: Contribution to journal › Journal article › Research › peer-review

  • Stationary Velocity Fields 100%
  • Diffeomorphic Registration 100%
  • Velocity Distribution 100%
  • Intra-subject 33%
  • Registration Algorithm 33%
  11 Citations (Scopus)

• MCI trial enrichment using MRI hippocampus texture

  Sørensen, L., Igel, C. & Nielsen, M., 2016, In: Alzheimer's & Dementia. 12, 7, Supplement, p. P108–P109 2 p., IC-P-146.

  Research output: Contribution to journal › Conference abstract in journal › Research › peer-review
• 2015

  Adaptive time-stepping in dieomorphic image registration with bounded inverse consistency error

  Pai, A. S. U., Klein, S., Sommer, S. H., Sørensen, L., Darkner, S., Sporring, J. & Nielsen, M., 2015, Proceedings of the fifth international workshop on Mathematical Foundations of Computational Anatomy (MFCA 2015) . INRIA, p. 35-47

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

• Adaptive time-stepping in diffeomorphic image registration with bounded inverse consistency error

  Pai, A. S. U., Klein, S., Sommer, S. H., Sørensen, L. E. B. L., Darkner, S., Sporring, J. & Nielsen, M., 2015, The 18th International Conference on Medical Image Computing and Computer Assisted Intervention: proceedings. Technische Universität München , p. 35-47 13 p.

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

• Comparison of several computational pipelines for atrophy computation in longitudinal Alzheimers studies

  Pai, A. S. U., Sommer, S. H., Darkner, S., Sørensen, L. E. B. L., Sporring, J. & Nielsen, M., 2015. 1 p.

  Research output: Contribution to conference › Conference abstract for conference › Research › peer-review

• Hippocampal MRI texture is related to hippocampal glucose metabolism

  Sørensen, L., Pai, A. S. U., Igel, C. & Nielsen, M., 2015, In: Alzheimer's & Dementia. 11, 7, Supplement, p. P55-P56 2 p., IC-P-077.

  Research output: Contribution to journal › Conference abstract in journal › Research › peer-review

• Hippocampal texture predicts ad conversion in amyloid positive mild cognitively impaired subjects

  Nielsen, M., Igel, C. & Sørensen, L., 2015, In: Neurodegenerative Diseases. 15, Suppl. 1, p. 262 1 p., ADPD5-0947.

  Research output: Contribution to journal › Conference abstract in journal › Research

  7 Citations (Scopus)

• Hippocampus MRI T1 texture's relation to established Alzheimer's disease biomarkers and prediction of progression

  Nielsen, M., Sørensen, L., Pai, A. S. U., Igel, C. & Lillholm, M., 2015. 1 p.

  Research output: Contribution to conference › Conference abstract for conference › Research › peer-review

• Image registration using stationary velocity fields parameterized by norm-minimizing Wendland kernel

  Pai, A. S. U., Sommer, S. H., Sørensen, L., Darkner, S., Sporring, J. & Nielsen, M., 2015. 1 p.

  Research output: Contribution to conference › Poster › Research › peer-review

  4 Citations (Scopus)

• Improved Alzheimer's disease diagnostic performance using structural MRI: validation of the MRI combination biomarker that won the CADDementia challenge

  Sørensen, L., Lillholm, M., Pai, A. S. U., Balas, I., Anker, C., Igel, C. & Nielsen, M., 2015, In: Insights into Imaging. 6, Supplement 1, 1 p., B-0077.

  Research output: Contribution to journal › Conference abstract in journal › Research

• Label stability in multiple instance learning

  Cheplygina, V., Sørensen, L., Tax, D. M. J., de Bruijne, M. & 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. (eds.). Springer, p. 539-546 8 p. (Lecture notes in computer science).

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  • Multiple Instance Learning 100%
  • Instance Learning 100%
  • Multiple Instance 100%
  • Learning Classifiers 60%
  • Computer-aided Diagnosis (CADx) 60%
  10 Citations (Scopus)

• 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. & 30 others, 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., Sørensen, L. E. B. L., Nielsen, M., Tangaro, S., Inglese, P., Wachinger, C., Reuter, M., van Swieten, J. C., Niessen, W. J. & Klein, S., 1 May 2015, In: NeuroImage. 111, p. 562-579 18 p.

  Research output: Contribution to journal › Journal article › Research › peer-review

  • Standardized Evaluation 100%
  • Computer-aided Diagnosis (CADx) 100%
  • Algorithm Evaluation 100%
  • Structural Magnetic Resonance Imaging (sMRI) 100%
  • Clinical Practice 100%
  163 Citations (Scopus)
• 2014

  Alzheimer's disease diagnostic performance of a multi-atlas hippocampal segmentation method using the harmonized hippocampal protocol

  Anker, C., Sørensen, L., Pai, A. S. U., Lyksborg, M., Lillholm, M., Conradsen, K., Larsen, R. & Nielsen, M., 2014. 1 p.

  Research output: Contribution to conference › Conference abstract for conference › Research › peer-review

• Automated hippocampal segmentation using new standardized manual segmentations from the harmonized hippocampal protocol

  Anker, C., Pai, A. S. U., Sørensen, L., Lyksborg, M., Conradsen, K., Larsen, R. & Nielsen, M., 2014, In: Alzheimer's & Dementia. 10, 4, Supplement, p. P33 1 p., IC-P-058.

  Research output: Contribution to journal › Conference abstract in journal › Research › peer-review

• Automated hippocampal segmentation using new standardized manual segmentations from the harmonized hippocampal protocol

  Anker, C., Pai, A. S. U., Sørensen, L., Lyksborg, M., Conradsen, K., Larsen, R. & Nielsen, M., 2014, In: Alzheimer's & Dementia. 10, 4, Supplement, p. P415-P416 2 p., P1-288.

  Research output: Contribution to journal › Conference abstract in journal › Research › peer-review

• Brain region's relative proximity as marker for Alzheimer's disease based on structural MRI

  Erleben, L. L., Sørensen, L. E., Pai, A. S. U., Dam, E. B., Nielsen, M. & Initiative, A. D. N., Jun 2014, In: BMC Medical Imaging. 14, 1, 12 p., 21.

  Research output: Contribution to journal › Journal article › Research › peer-review

  25 Citations (Scopus)

  3181 Downloads (Pure)

• Classification of COPD with multiple instance learning

  Cheplygina, V., Sørensen, L. E. B. L., Tax, D., Pedersen, J. J. H., Loog, M. & de Bruijne, M., 4 Dec 2014, 22nd International Conference on Pattern Recognition (ICPR) 2014. IEEE, p. 1508-1513 6 p. (International Conference on Pattern Recognition).

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  • Chronic Obstructive Pulmonary Disease 100%
  • Multiple Instance Learning 100%
  • Instance Learning 100%
  • Multiple Instance 100%
  • Learning Problem 33%
  22 Citations (Scopus)

• 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, A. S. U. (Inventor), Sørensen, L. (Inventor), Dam, E. (Inventor), Lillholm, M. (Inventor) & Nielsen, M. (Inventor), 2014, IPC No. A61B-005/00, Patent No. US2014357978-A1, 4 Dec 2014, Priority date 4 Jun 2013, Priority No. US909666

  Research output: Patent

• Computer based method for determining the size of an objects in an image

  Pai, A. S. U. (Inventor), Sørensen, L. (Inventor), Dam, E. B. (Inventor), Lillholm, M. (Inventor) & Nielsen, M. (Inventor), 4 Dec 2014, Priority date 4 Dec 2014

  Research output: Patent

• Dementia diagnosis using MRI cortical thickness, shape, texture, and volumetry

  Sørensen, L., Pai, A. S. U., Anker, C., Balas, I., Lillholm, M., Igel, C. & Nielsen, M., 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. (eds.). Erasmus Universiteit Rotterdam, p. 111-118 8 p.

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

• Persistent hippocampal predominant atrophy in pre dementia as a marker for slower functional decline

  Pillai, J., Pai, A. S. U., Sørensen, L. & Nielsen, M., 2014, In: Alzheimer's & Dementia. 10, 4, Supplement, p. P34-P35 2 p., IC-P-061.

  Research output: Contribution to journal › Conference abstract in journal › Research › peer-review

• Persistent hippocampal predominant atrophy in pre dementia as a marker for slower functional decline

  Pillai, J., Pai, A. S. U., Sørensen, L. & Nielsen, M., 2014, In: Alzheimer's & Dementia. 10, 4, Supplement, p. P538-P539 2 p., P2-186.

  Research output: Contribution to journal › Conference abstract in journal › Research › peer-review

• Simultaneous registration and bilateral differential bias correction in brain MRI

  Zou, B., Pai, A. S. U., Sørensen, L. & Nielsen, M., 2014, Intelligent Imaging: Linking MR Acquisition and Processing.

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

• Stepwise inverse consistent Euler’s scheme for diffeomorphic image registration

  Pai, A. S. U., Sommer, S. H., Darkner, S., Sørensen, L., Sporring, J. & Nielsen, M., 2014, Biomedical Image Registration: 6th International Workshop, WBIR 2014, London, UK, July 7-8, 2014. Proceedings. Ourselin, S. & Modat, M. (eds.). Springer, p. 223-230 8 p. (Lecture notes in computer science, Vol. 8545).

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  • Velocity Distribution 100%
  • Inverse Consistency 100%
  • Magnetic Resonance Imaging 50%
  • Time Domain 50%
  • Time Integration 50%
  2 Citations (Scopus)

• Validation of hippocampal texture for early Alzheimer’s disease detection: generalization to independent cohorts and extrapolation to very early signs of dementia

  Sørensen, L., Igel, C., Hansen, N. L., Lauritzen, M., Osler, M., Rostrup, E. & Nielsen, M., 2014, In: Alzheimer's & Dementia. 10, 4, Supplement, p. P133 1 p.

  Research output: Contribution to journal › Conference abstract in journal › Research › peer-review

• White matter hypointensity growth rate correlates with rate of brain atrophy

  Pai, A. S. U., Sørensen, L., Darkner, S., Sporring, J., Rostrup, E. & Nielsen, M., 2014, In: Alzheimer's & Dementia. 10, 4, Supplement, p. P414 1 p., P1-285.

  Research output: Contribution to journal › Conference abstract in journal › Research › peer-review

• White matter hypointensity growth rate correlates with rate of brain atrophy

  Pai, A. S. U., Sørensen, L., Darkner, S., Sporring, J., Rostrup, E. & Nielsen, M., 2014, In: Alzheimer's & Dementia. 10, 4, Supplement, p. P75-P76 2 p., IC-P-131.

  Research output: Contribution to journal › Conference abstract in journal › Research › peer-review
• 2013

  Cube propagation for focal brain atrophy estimation

  Pai, A. S. U., Sørensen, L., Darkner, S., Mysling, P., Jørgensen, D. R., Dam, E. B., Lillholm, M., Oh, J., Chen, G., Suhy, J., Sporring, J. & Nielsen, M., 2013, 2013 IEEE 10th International Symposium on Biomedical Imaging. IEEE, p. 402-405 4 p.

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  • Jacobian Integration 100%
  • Brain Atrophy 100%
  • Volumetric Meshing 100%
  • Alzheimer's Disease 100%
  • Cerebral Ventricle 100%
  5 Citations (Scopus)

• Evaluation of WBAA with registration-based cube propagation for brain atrophy quantification

  Lillholm, M., Pai, A. S. U., Sørensen, L., Nielsen, M., Sporring, J., Darkner, S. & Dam, E., 2013. 1 p.

  Research output: Contribution to conference › Conference abstract for conference › Research › peer-review

• Hippocampal texture predicts conversion from MCI to Alzheimer's disease

  Sørensen, L., Pai, A. S. U., Igel, C. & Nielsen, M., 2013, In: Alzheimer's & Dementia. 9, 4, Supplement, p. P581 1 p.

  Research output: Contribution to journal › Conference abstract in journal › Research › peer-review