Latest Research in Image and Video Processing

19 research papers · 2026 median publication year

Top Research Topics in Image and Video Processing

Highest-Cited Papers

  1. A Two-Stage Multi-Modal MRI Framework for Lifespan Brain Age Prediction
  2. Artificial Intelligence–Based Detection of ARIA on MRI During Alzheimer Disease Therapy: Expert Opinion on Responsible Clinical Integration
  3. Locating Parkinson Assessment Services to Reduce Patient Travel: A Reproducible Analysis of Average Cost, Remote Access, and Service Constraints
  4. Association between age at Parkinson's disease onset and divorce: An exploratory analysis from the fox insight cohort
  5. Altered neurovascular coupling in mild cognitive impairment and Alzheimer's disease: Associations with polysomnography-derived sleep parameters and cognition
  6. Lobar Brain Volume Associations With Brain-Age Gap in Canadian Special Operations Forces Breachers
  7. Reverse Spatio-Temporal Disease Progression Modelling
  8. Cognitive fatigue is related to reduced cerebral perfusion and sustained attention in patients with post COVID-19 condition: An fMRI study
  9. Global brain activity links subcortical degeneration to cortical tau progressively across Braak regions over early Alzheimer’s disease stages
  10. Brain-PACE: A Deep Siamese MRI Framework for Modelling Longitudinal Brain Acceleration
  11. Modeling Brain MRI Using Persistent Homology and Multilevel Functional Data Analysis
  12. A Pipeline for ADNI Resting-State Functional MRI Processing and Quality Control
  13. Enhancing brain age estimation with structural MRI and synthesized cerebral blood volume maps
  14. Longitudinal functional network connectivity changes across the clinical stages of C9orf72 hexanucleotide repeat expansion carriers
  15. The default mode network exhibits circuit-specific selective vulnerability despite widespread amyloid burden in an animal model of Alzheimer’s disease
  16. Establishing MRI-based thresholds for corpus callosum in children aged 1–6: a comparison of typical development and cerebral palsy-associated morphometry
  17. Integrating enhanced Crested Porcupine Optimizer with contrastive learning for multimodal Alzheimer’s disease diagnosis
  18. Can brain connections help us understand Alzheimer’s disease? Leakage-Controlled Multimodal Connectome Stacking for Alzheimer's Disease-Related Clinical Status and Cognitive Outcomes
  19. Modality Contribution Score - A Per-Patient Framework for Quantifying the Relative Diagnostic Contribution of Structural MRI and Amyloid PET in Alzheimer's Disease
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L3 Region - - 2026 Sep Q3

Image and Video Processing

19 papers

Top Topics (10)

Image and Video Processing3
Parkinson's Disease Mechanisms and Treatments2
Functional Brain Connectivity Studies2
Computer Vision and Pattern Recognition2
Artificial Intelligence in Healthcare and Education1
Obstructive Sleep Apnea Research1
Long-Term Effects of COVID-191
Dementia and Cognitive Impairment Research1
Methodology1
Databases1

Top Publications (19)

1.A Two-Stage Multi-Modal MRI Framework for Lifespan Brain Age Prediction2.Artificial Intelligence–Based Detection of ARIA on MRI During Alzheimer Disease Therapy: Expert Opinion on Responsible Clinical Integration3.Locating Parkinson Assessment Services to Reduce Patient Travel: A Reproducible Analysis of Average Cost, Remote Access, and Service Constraints4.Association between age at Parkinson's disease onset and divorce: An exploratory analysis from the fox insight cohort5.Altered neurovascular coupling in mild cognitive impairment and Alzheimer's disease: Associations with polysomnography-derived sleep parameters and cognition6.Lobar Brain Volume Associations With Brain-Age Gap in Canadian Special Operations Forces Breachers7.Reverse Spatio-Temporal Disease Progression Modelling8.Cognitive fatigue is related to reduced cerebral perfusion and sustained attention in patients with post COVID-19 condition: An fMRI study9.Global brain activity links subcortical degeneration to cortical tau progressively across Braak regions over early Alzheimer’s disease stages10.Brain-PACE: A Deep Siamese MRI Framework for Modelling Longitudinal Brain Acceleration11.Modeling Brain MRI Using Persistent Homology and Multilevel Functional Data Analysis12.A Pipeline for ADNI Resting-State Functional MRI Processing and Quality Control13.Enhancing brain age estimation with structural MRI and synthesized cerebral blood volume maps14.Longitudinal functional network connectivity changes across the clinical stages of C9orf72 hexanucleotide repeat expansion carriers15.The default mode network exhibits circuit-specific selective vulnerability despite widespread amyloid burden in an animal model of Alzheimer’s disease16.Establishing MRI-based thresholds for corpus callosum in children aged 1–6: a comparison of typical development and cerebral palsy-associated morphometry17.Integrating enhanced Crested Porcupine Optimizer with contrastive learning for multimodal Alzheimer’s disease diagnosis18.Can brain connections help us understand Alzheimer’s disease? Leakage-Controlled Multimodal Connectome Stacking for Alzheimer's Disease-Related Clinical Status and Cognitive Outcomes19.Modality Contribution Score - A Per-Patient Framework for Quantifying the Relative Diagnostic Contribution of Structural MRI and Amyloid PET in Alzheimer's Disease
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