CODES & DATA
A paper without accessible codes and data is just a paper. Otherwise, it may be considered more than a paper, perhaps even a work of art
Nit-Hit has released the following codes and data since 2019(* means current studies under review):
| Year | Published at | Title | Paper | Codes and Data |
|---|---|---|---|---|
| 2023 | HBM* | MR-based spatiotemporal anisotropic atrophy evaluation of hippocampus in AD progression by multiscale skeletal representation | Link | |
| 2023 | NeuroImage* | Mapping lamellar organization to the MRI-based hippocampal morphology by an axis-referenced morphometric model | Link | |
| 2023 | JBHI* | ADECOR-Net: Improving COVID-19 Lung Infection Segmentation Network with Amplified and Decorrelated Low-level Features | ||
| 2023 | JBHI* | A Chebyshev Confidence Guided Framework in Source-Free Domain Adaptation for Medical Image Segmentation | ||
| 2023 | CIBM* | Accelerating Denoising Diffusion Probabilistic Model via Truncated Inverse Processes for Medical Image Segmentation | Link | |
| 2023 | ICASSP | TENSOR-BASED COMPLEX-VALUED GRAPH NEURAL NETWORK FOR DYNAMIC COUPLING MULTIMODAL BRAIN NETWORKS | ||
| 2023 | Neural Networks | A deep connectome learning network using graph convolution for connectome-disease association study | Link | |
| 2023 | MIDL | Incomplete learning of multi-modal connectome for brain disorder diagnosis via modal-mixup and deep supervision | Link | |
| 2023 | TMI | Mapping Multi-modal Brain Connectome for Brain Disorder Diagnosis via Cross-modal Mutual Learning | Link | |
| 2023 | TNNLS* | Hypercomplex-valued Graph Neural Network: Towards Deep Intersection Coupling of Multi-modal Brain Networks | ||
| 2022 | BIBM | Modeling Annotator Variation and Annotator Preference for Multiple Annotations Medical Image Segmentation | ||
| 2022 | ICIP | Estimating Brain Age with Global and Local Dependencies | ||
| 2022 | HBM | Brain age vector: A measure of brain aging with enhanced neurodegenerative disorder specificity | Link | |
| 2022 | MIDL | Regularizing Brain Age Prediction via Gated Knowledge Distillation | Link | |
| 2022 | BIBM | Multi-modal Dynamic Graph Network: Coupling Structural and Functional Connectome for Disease Diagnosis and Classificationn | Link | |
| 2021 | JNR | Coupling of brain activity and structural network in multiple sclerosis: A graph frequency analysis study | Link | |
| 2021 | Neuroimage: Clinical | Alteration of brain structural connectivity in progression of Parkinson’s disease: A connectome-wide network analysis | Link | |
| 2019 | Heliyon | Extended multimodal whole-brain anatomical covariance analysis: detection of disrupted correlation networks related to amyloid deposition | Link | |
| 2019 | Neuroimage: Clinical | Connectome-wide network analysis of white matter connectivity in Alzheimer’s disease | Link |