Emily Laltoo

According to our database1, Emily Laltoo authored at least 12 papers between 2023 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

2023
2024
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Legend:

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In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Comparison of Explainable AI Models for MRI-Based Alzheimer's Disease Classification.
Proceedings of the 20th International Symposium on Medical Information Processing and Analysis, 2024

Counterfactual MRI Generation with Denoising Diffusion Models for Interpretable Alzheimer's Disease Effect Detection.
Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024

Brain Age Analysis and Dementia Classification using Convolutional Neural Networks trained on Diffusion MRI: Tests in Indian and North American Cohorts.
Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024

Sex Differences in the Brain's White Matter Microstructure during Development assessed using Advanced Diffusion MRI Models.
Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024

Deep Normative Tractometry for Identifying Joint White Matter Macro- and Micro-structural Abnormalities in Alzheimer's Disease.
Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024

2023
Video and Synthetic MRI Pre-training of 3D Vision Architectures for Neuroimage Analysis.
CoRR, 2023

Large-scale Normative Modeling of Brain Microstructure.
Proceedings of the 19th International Symposium on Medical Information Processing and Analysis, 2023

Curriculum Based Multi-Task Learning for Parkinson's Disease Detection.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

Along-Tract Statistical Mapping of Microstructural Abnormalities in Bipolar Disorder: A Pilot Study.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Efficiently Training Vision Transformers on Structural MRI Scans for Alzheimer's Disease Detection.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Few-Shot Classification of Autism Spectrum Disorder using Site-Agnostic Meta-Learning and Brain MRI.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Comparison of Anatomical and Diffusion MRI for detecting Parkinson's Disease using Deep Convolutional Neural Network.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023


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