sotiraslab
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AgileFormer
AgileFormer PublicThis the repo for the paper tiltled "AgileFormer: Spatially Agile Transformer UNet for Medical Image Segmentation"
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Repositories
- earnest_ad_biomarker_modeling Public
Tom's project using assessing various ATN staging approaches for predicting cognition in AD.
- AmyloidPETNet Public
- dsopNMF Public
Accompanying code to IPMI 2023 Scalable Orthonormal Projective NMF via Diversified Stochastic Optimization: https://doi.org/10.1007/978-3-031-34048-2_38
- qr_svd_opNMF Public
Accompanying code for Scalable NMF via linearly optimized data compression at https://doi.org/10.1117/12.2654282.
- DynamicUNet Public
- ISBI_MoPoE Public
This the repo for the paper titled "Improving Normative Modeling for Multi-modal Neuroimaging Data using mixture-of-product-of-experts variational autoencoders" published in IEEE ISBI 2024
- SPIE_mmVAE Public
This the repo for the paper titled "Normative modeling using multimodal variational autoencoders to identify abnormal brain volume deviations in Alzheimer's disease" published in SPIE Medical Imaging 2023