222 results on '"disease"'
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2. Mitigating Overdiagnosis Bias in CNN-Based Alzheimer’s Disease Diagnosis for the Elderly
3. Alzheimer’s Disease Classification Confidence of Individuals Using Deep Learning on Heterogeneous Data
4. TE-SSL: Time and Event-Aware Self Supervised Learning for Alzheimer’s Disease Progression Analysis
5. Conditional Score-Based Diffusion Model for Cortical Thickness Trajectory Prediction
6. Privacy Protection in MRI Scans Using 3D Masked Autoencoders
7. Disease Progression Prediction Incorporating Genotype-Environment Interactions: A Longitudinal Neurodegenerative Disorder Study
8. An Interpretable Machine Learning Model with Deep Learning-Based Imaging Biomarkers for Diagnosis of Alzheimer’s Disease
9. Interpretable Weighted Siamese Network to Predict the Time to Onset of Alzheimer’s Disease from MRI Images
10. Does Pre-training on Brain-Related Tasks Results in Better Deep-Learning-Based Brain Age Biomarkers?
11. Auditing Unfair Biases in CNN-Based Diagnosis of Alzheimer’s Disease
12. Image-to-Image Translation Between Tau Pathology and Neuronal Metabolism PET in Alzheimer Disease with Multi-domain Contrastive Learning
13. Filtered Trajectory Recovery: A Continuous Extension to Event-Based Model for Alzheimer’s Disease Progression Modeling
14. Subtype and Stage Inference with Timescales
15. Combining Static and Dynamic Features to Improve Longitudinal Image Retrieval for Alzheimer’s Disease
16. A Study of Demographic Bias in CNN-Based Brain MR Segmentation
17. Multimodal Super Resolution with Dual Domain Loss and Gradient Guidance
18. MISS-Net: Multi-view Contrastive Transformer Network for MCI Stages Prediction Using Brain F-FDG PET Imaging
19. Feature Robustness and Sex Differences in Medical Imaging: A Case Study in MRI-Based Alzheimer’s Disease Detection
20. Stargardt Macular Dystrophy
21. Assessing Significance of Cognitive Assessments for Diagnosing Alzheimer’s Disease with Fuzzy-Rough Feature Selection
22. Improving Across Dataset Brain Age Predictions Using Transfer Learning
23. TransforMesh: A Transformer Network for Longitudinal Modeling of Anatomical Meshes
24. Classification of Brain MR Images for the Diagnosis of Alzheimer’s Disease Based on Features Extracted from the Three Main Brain Tissues
25. MRI Image Registration Considerably Improves CNN-Based Disease Classification
26. Contrastive Learning with Continuous Proxy Meta-data for 3D MRI Classification
27. Detection of Alzheimer’s Disease Versus Mild Cognitive Impairment Using a New Modular Hybrid Neural Network
28. Learning Transition Times in Event Sequences: The Temporal Event-Based Model of Disease Progression
29. A Probabilistic Framework for Modeling the Variability Across Federated Datasets
30. Feature Selection and Machine Learning Applied for Alzheimer’s Disease Classification
31. Automatic Detection of Alzheimer Disease Based on Histogram and Random Forest
32. GANDALF: Generative Adversarial Networks with Discriminator-Adaptive Loss Fine-Tuning for Alzheimer’s Disease Diagnosis from MRI
33. 3D DenseNet Ensemble in 4-Way Classification of Alzheimer’s Disease
34. Automatic Positioning of Hippocampus Deformable Mesh Models in Brain MR Images Using a Weighted 3D-SIFT Technique
35. Multi-task Dictionary Learning Based on Convolutional Neural Networks for Longitudinal Clinical Score Predictions in Alzheimer’s Disease
36. Early Diagnosis of Alzheimer’s Disease Based on Deep Learning and GWAS
37. Testing the Robustness of Attribution Methods for Convolutional Neural Networks in MRI-Based Alzheimer’s Disease Classification
38. Neurodegenerative Disease Data Ontology
39. Support Vector Based Autoregressive Mixed Models of Longitudinal Brain Changes and Corresponding Genetics in Alzheimer’s Disease
40. Consistent Brain Ageing Synthesis
41. A Dirty Multi-task Learning Method for Multi-modal Brain Imaging Genetics
42. Clustering of Longitudinal Shape Data Sets Using Mixture of Separate or Branching Trajectories
43. Decoding Brain Functional Connectivity Implicated in AD and MCI
44. Degenerative Adversarial NeuroImage Nets: Generating Images that Mimic Disease Progression
45. Disease Knowledge Transfer Across Neurodegenerative Diseases
46. Learning Low-Dimensional Representations of Shape Data Sets with Diffeomorphic Autoencoders
47. Event-Based Modeling with High-Dimensional Imaging Biomarkers for Estimating Spatial Progression of Dementia
48. Modeling and Inference of Spatio-Temporal Protein Dynamics Across Brain Networks
49. Sulcal and Cortical Features for Classification of Alzheimer’s Disease and Mild Cognitive Impairment
50. Intelligent Hybrid Approach for Computer-Aided Diagnosis of Mild Cognitive Impairment
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