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222 results on '"disease"'

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1. Comparative Analysis of Machine Learning Algorithms for Identifying Genetic Markers Linked to Alzheimer’s Disease

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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