xfj310 xfj310
Lektor
Machine Learning
Universitetsparken 1, 2100 København Ø
- 2015
- Udgivet
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
- Udgivet
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
- Udgivet
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
- Udgivet
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
- 2016
- Udgivet
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
- 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, 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
- Udgivet
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
- Udgivet
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
- Udgivet
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
- Udgivet
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
- 2017
- Udgivet
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
- Udgivet
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
- Udgivet
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
- Udgivet
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
- 2018
- Udgivet
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
- Udgivet
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
- Udgivet
- Udgivet
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
- Udgivet
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
- Udgivet
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
- 2019
- Udgivet
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
- Udgivet
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
- Udgivet
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
- Udgivet
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
- Udgivet
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
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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