Publications
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“Computational anatomy strategies for characterization of brain patterns associated with Alzheimer's disease”, 2022. Download PhD thesis (25.92 MB)
, “Quantification of cognitive impairment to characterize heterogeneity of patients at risk of developing Alzheimer's disease dementia”, Alzheimer’s & Dementia: Diagnosis, Assessment & Disease Monitoring, vol. 13, no. 1, p. e12237, 2021.
, “Optimal experimental design for the detection of light atoms from high-resolution scanning transmission electron microscopy images”, Applied Physics Letters, vol. 105, no. 063116, 2014.
, “Detecting and locating light atoms from high-resolution STEM images: the quest for a single optimal design Ultramicroscopy”, Ultramicroscopy, vol. 170, pp. 128-138, 2016.
, “Optimal statistical experiment design for detecting and locating light atoms using quantitative high resolution (scanning) transmission electron microscopy”, 2017. Download thesis (8.1 MB)
, “Atom-counting in High Resolution Electron Microscopy: TEM or STEM - that’s the question”, Ultramicroscopy, vol. 147, pp. 112–120, 2017.
, “Investigating lattice strain in Au nanodecahedrons”, European Microscopy Congress 2016. 2016.
, “Measuring Lattice Strain in Three Dimensions through Electron Microscopy”, Nano Letters, vol. 15, no. 10, pp. 6996–7001, 2015.
, “Advanced reconstruction algorithms for electron tomography: from comparison to combination”, Ultramicroscopy, vol. 127, pp. 40–47, 2013.
, “Hyperspectral Unmixing using Transformer Network”, IEEE Transactions on Geoscience and Remote Sensing, vol. 60, pp. 1-16, 2022. transformer_unmixing_author_version_to_upload.pdf (14.65 MB)
, “A Comparison Between Representative 3D Faces Based on Bi- and Multi-variate and Shape Based Analysis”, in Proceedings of the 20th Congress of the International Ergonomics Association (IEA 2018)- Volume VII, 2019, vol. VII, pp. 1355–1364.
, “Enhanced contrast in X-ray microtomographic images of the membranous labyrinth using different X-ray sources and scanning modes”, Journal of Anatomy, vol. 233, p. 770--782, 2018. Download paper (1.44 MB)
, “Three-dimensional bone morphology is a risk factor for medial postmeniscectomy syndrome: A retrospective cohort study”, Journal of Experimental Orthopaedics, vol. 11, no. 3, p. e12090, 2024.
, “Automated landmark annotation for morphometric analysis of distal femur and proximal tibia”, Journal of Imaging, vol. 10, no. 4, 2024. Download paper (2.06 MB)
, “Small medial femoral condyle morphotype is associated with medial compartment degeneration and distinct morphological characteristics: a comparative pilot study”, Knee Surgery, Sports Traumatology, Arthroscopy, no. 686 , 2020.
, “Diffusion kurtosis imaging probes cortical alterations and white matter pathology following cuprizone-induced demyelination and spontaneous remyelination”, NeuroImage, vol. 125, pp. 363–377, 2016.
, “Diffusion kurtosis imaging probes cortical alterations and white matter pathology following cuprizone-induced demyelination and spontaneous remyelination”, ISMRM 23th Annual Meeting, Toronto, Ontario, Canada, vol. 23. 2015. Download abstract (866.27 KB)
, “Advanced techniques for computational and information sciences”, Mathematical Problems in Engineering, vol. 2016, 2016.
, “Imaging of voids due to deformation in alloy steel using micro-focus X-ray beam”, Nuclear Instruments and Methods in Physics Research Section B: Beam Interactions with Materials and Atoms, vol. 267, no. 20, pp. 3488 - 3490, 2009.
, “An object-based approach to quantity and quality assessment of heathland habitats in the framework of NATURA 2000 using hyperspectral airborne AHS images.”, in Proceedings of GEOBIA 2010, the Geographic Object-Based Image Analysis Conference, 2010, vol. XXXVIII-4/C7.
, “Habitat mapping and quality assessment of NATURA 2000 Heatland using airborne imaging spectroscopy”, Remote Sensing, vol. 9, no. 3, 2017.
, “ Exploring sex differences in the adult zebra finch brain: In vivo diffusion tensor imaging and ex vivo super-resolution track density imaging”, NeuroImage, vol. 146, pp. 789-803, 2017.
, “Fast bias field estimation by localized Lloyd-Max quantization”, in SPIE Medical Imaging, San Diego, CA, USA, 2008. Download full paper (297.69 KB)
, “Compression Of Hyperspectral Images Using Block Coordinate Descent Search And Compressed Sensing”, in 8th workshop on Hyperspectral Image and Signal Processing : Evolution in Remote Sensing, Los Angeles, USA, 2016.
, “Nonlinear unmixing by using different metrics in a linear unmixing chain”, IEEE-JSTARS, Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2015.
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