xfj310 xfj310
Lektor
Machine Learning
Universitetsparken 1, 2100 København Ø
- 2014
- Udgivet
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
- Udgivet
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
- 2013
- Udgivet
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
- Udgivet
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
- Udgivet
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
- Udgivet
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
- Udgivet
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
- Udgivet
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
- Udgivet
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
- Udgivet
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
- Udgivet
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
- 2012
- Udgivet
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
- Udgivet
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
- Udgivet
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
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
- Udgivet
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
- 2011
- Udgivet
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
- 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, de Bruijne, Marleen & xfj310, xfj310, 2011, IPC nr. G06K-009/00, Patentnr. US2011280457-A1, 17 nov. 2011, Prioritetsdato 11 maj 2010, Prioritetsnr. US333513PPublikation: Patent
- Udgivet
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
- Udgivet
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
- 2010
- Udgivet
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
- Udgivet
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
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
- Udgivet
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
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
- 2009
- Udgivet
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
- 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
- 2008
- Udgivet
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
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
- Udgivet
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
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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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
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