List of publications
Journal articles
- Folego, G., Weiler, M., Casseb, R.F., Pires, R., Rocha, A., Alzheimer's Disease Detection Through Whole-Brain 3D-CNN MRI, Front. Bioeng. Biotechnol., 2020
- Sørensen, L., Igel, C., Pai, A., Balas, I., Anker, C., Lillholm, M., Nielsen, M., Differential diagnosis of mild cognitive impairment and Alzheimer’s disease using structural MRI cortical thickness, hippocampal shape, hippocampal texture, and volumetry, Neuroimage: clinical, 2016
- Wachinger, C., Reuter, M., Domain Adaptation for Alzheimer’s Disease Diagnostics, Neuroimage, 2016
- Bron, E.E., Smits, M., van der Flier, W.M., et al., Standardized evaluation of algorithms for computer-aided diagnosis of dementia based on structural MRI: the CADDementia challenge, Neuroimage, 2015.
Conference papers
- Wegmayr, V., Aitharaju, S., Buhmann, J., Classification of brain MRI with big data and deep 3D convolutional neural networks, Proceedings Volume 10575, Medical Imaging 2018: Computer-Aided Diagnosis; 105751S (2018); doi: 10.1117/12.2293719 Event: SPIE Medical Imaging, 2018, Houston, Texas, United States
Conference abstracts
- Dolph, C.V., Alam, M., Shboul, Z., Samad, M.D., Iftekharuddin, K.M., Deep learning of texture and structural features for multiclass Alzheimer's disease classification, International Joint Conference on Neural Networks (IJCNN), 2017.
- Bron, E.E., Smits, M., Barkhof, F., Bastos-Leite, A.J., Van Swieten, J.C., Niessen, W.J., Klein, S., Large-scale objective comparison of 29 novel algorithms for computer-aided diagnosis of dementia based on structural MRI, European Conference of Radiology, 2015.
- Sørensen, L., Lillholm, M., Pai, A., Balas, I., Anker, C., Igel, C., Nielsen, M., Improved Alzheimer’s disease diagnostic performance using structural MRI: validation of the MRI combination biomarker that won the CADDementia challenge, European Conference of Radiology, 2015.
