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Portfolio item number 2

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Multi-modal image fusion for multispectral super-resolution in microscopy
N. Dey, S. Li, K. Bermond, R. Heintzmann, C.A. Curcio, G. Gerig
In SPIE Medical Imaging, 2019

Tensor decomposition of hyperspectral images to study autofluorescence in age-related macular degeneration
N. Dey, S. Hong, T. Ach, Y. Koutalos, C.A. Curcio, R.T. Smith, G. Gerig
In Medical Image Analysis, 2019

Robust non-negative tensor factorization, diffeomorphic motion correction, and functional statistics to understand fixation in fluorescence microscopy
N. Dey, J. Messinger, R.T. Smith, C.A. Curcio, G. Gerig
In International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2019

Self-supervised Denoising via Diffeomorphic Template Estimation: Application to Optical Coherence Tomography
G. Gisbert, N. Dey, H. Ishikawa, J. Schuman, J. Fishbaugh, G. Gerig
In MICCAI Ophthalmic Medical Image Analysis (OMIA), 2020

Point-supervised Segmentation of Microscopy Images and Volumes via Objectness Regularization
S. Li, N. Dey, K. Bermond, L. von der Emde, C. A. Curcio, T. Ach, G. Gerig
In International Symposium on Biomedical Imaging (ISBI), 2021

Segmentation-Renormalized Deep Feature Modulation for Unpaired Image Harmonization
M.Renx, N. Deyx, J. Fishbaugh, G. Gerig (x - joint-first authors).
In IEEE Transactions on Medical Imaging (TMI), 2021

Group Equivariant Generative Adversarial Networks
N. Dey, A. Chen, S. Ghafurian
In International Conference on Learning Representations (ICLR), 2021

Equivariant Spherical Deconvolution: Learning Sparse Orientation Distribution Functions from Spherical Data
A. Elaldix, N. Deyx, H. Kim, G. Gerig (x - joint-first authors).
In Information Processing in Medical Imaging (IPMI), 2021

Generative Adversarial Registration for Improved Conditional Deformable Templates
N. Dey, M. Ren, A. Dalca, G. Gerig.
In ICCV (to appear)., 2021

Q-space Conditioned Translation Networks for Directional Synthesis of Diffusion Weighted Images from Multi-modal Structural MRI
M. Renx, H. Kimx, N. Dey, G. Gerig (x - joint-first authors).
In MICCAI (to appear), 2021


Talk 1 on Relevant Topic in Your Field

In UC San Francisco, Department of Testing, 2012

Tutorial 1 on Relevant Topic in Your Field

In UC-Berkeley Institute for Testing Science, 2013

Talk 2 on Relevant Topic in Your Field

In London School of Testing, 2014

Conference Proceeding talk 3 on Relevant Topic in Your Field

In Testing Institute of America 2014 Annual Conference, 2014


Teaching experience 1

In University 1, Department, 2014

Teaching experience 2

In University 1, Department, 2015