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Hippocampus

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TitleStatusHype
HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language ModelsCode7
AXIAL: Attention-based eXplainability for Interpretable Alzheimer's Localized Diagnosis using 2D CNNs on 3D MRI brain scansCode2
MAGIC: Multi-scale Heterogeneity Analysis and Clustering for Brain DiseasesCode1
Conditional diffusion model with spatial attention and latent embedding for medical image segmentationCode1
CISCA and CytoDArk0: a Cell Instance Segmentation and Classification method for histo(patho)logical image Analyses and a new, open, Nissl-stained dataset for brain cytoarchitecture studiesCode1
Label-Efficient Online Continual Object Detection in Streaming VideoCode1
Slow and Steady Wins the Race: Maintaining Plasticity with Hare and Tortoise NetworksCode1
Med-NCA: Robust and Lightweight Segmentation with Neural Cellular AutomataCode1
A biologically plausible neural network for Slow Feature AnalysisCode1
Continual Hippocampus Segmentation with TransformersCode1
ComS2T: A complementary spatiotemporal learning system for data-adaptive model evolutionCode1
MDD-UNet: Domain Adaptation for Medical Image Segmentation with Theoretical Guarantees, a Proof of ConceptCode1
3DConvCaps: 3DUnet with Convolutional Capsule Encoder for Medical Image SegmentationCode1
Learning identifiable and interpretable latent models of high-dimensional neural activity using pi-VAECode1
M3D-NCA: Robust 3D Segmentation with Built-in Quality ControlCode1
Memory Encoding ModelCode1
NICE: Neurogenesis Inspired Contextual Encoding for Replay-free Class Incremental LearningCode1
ROOD-MRI: Benchmarking the robustness of deep learning segmentation models to out-of-distribution and corrupted data in MRICode1
Yucca: A Deep Learning Framework For Medical Image AnalysisCode1
Extended 2D Consensus Hippocampus SegmentationCode1
DualNet: Continual Learning, Fast and SlowCode1
Deep Reinforcement Learning with Task-Adaptive Retrieval via HypernetworkCode1
Stable deep neural network architectures for mitochondria segmentation on electron microscopy volumesCode1
Point process models for sequence detection in high-dimensional neural spike trainsCode1
NAISR: A 3D Neural Additive Model for Interpretable Shape RepresentationCode1
3D-UCaps: 3D Capsules Unet for Volumetric Image SegmentationCode1
Continual Learning, Fast and SlowCode1
Hippocampus Segmentation on Epilepsy and Alzheimer's Disease Studies with Multiple Convolutional Neural NetworksCode1
Structured Recognition for Generative Models with Explaining AwayCode0
How Reliable Are Out-of-Distribution Generalization Methods for Medical Image Segmentation?Code0
Hippocluster: an efficient, hippocampus-inspired algorithm for graph clusteringCode0
ROIsGAN: A Region Guided Generative Adversarial Framework for Murine Hippocampal Subregion SegmentationCode0
Alzheimer's Disease Diagnostics by a Deeply Supervised Adaptable 3D Convolutional NetworkCode0
Geodesic Regression Characterizes 3D Shape Changes in the Female Brain During MenstruationCode0
Alzheimer's Disease Diagnostics by Adaptation of 3D Convolutional NetworkCode0
Enhancement Mask for Hippocampus Detection and SegmentationCode0
External Reasoning: Towards Multi-Large-Language-Models Interchangeable Assistance with Human FeedbackCode0
HG2P: Hippocampus-inspired High-reward Graph and Model-Free Q-Gradient Penalty for Path Planning and Motion ControlCode0
Latent dynamical variables produce signatures of spatiotemporal criticality in large biological systemsCode0
Disentangling Hippocampal Shape Variations: A Study of Neurological Disorders Using Mesh Variational Autoencoder with Contrastive LearningCode0
Deep Direct Discriminative Decoders for High-dimensional Time-series Data AnalysisCode0
Continual Learning with Deep Generative ReplayCode0
Expanding continual few-shot learning benchmarks to include recognition of specific instancesCode0
Complementary Structure-Learning Neural Networks for Relational ReasoningCode0
Dilated deeply supervised networks for hippocampus segmentation in MRICode0
Discretization of continuous input spaces in the hippocampal autoencoderCode0
Automatic rating of incomplete hippocampal inversions evaluated across multiple cohortsCode0
Volumetric medical image segmentation through dual self-distillation in U-shaped networksCode0
Automated quality assessment using appearance-based simulations and hippocampus segmentation on low-field paediatric brain MR imagesCode0
Centroid Based Concept Learning for RGB-D Indoor Scene ClassificationCode0
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