Research map: Deep Cross-Branch Multi-Modal Fusion Network for early Alzheimer’s diagnosis

Back to the article

Papers in this map

  1. Swin Transformer: Hierarchical Vision Transformer using Shifted Windows · Ze Liu · 2021 · 32944 citations · Cited by this paper
  2. Calibration-informed metrics for instance-level predictive reliability in medical AI · 2026 · Related
  3. Alzheimer's disease · Philip Scheltens · 2021 · 5263 citations · Cited by this paper
  4. PDAFormer 3+: A full-scale connected modified transformer with parallel dual attention for 3D medical image segmentation · 2026 · Related
  5. Revised criteria for diagnosis and staging of Alzheimer's disease: Alzheimer's Association Workgroup · Clifford R. Jack · 2024 · 2682 citations · Cited by this paper
  6. GFASNet: Gait feature attention-driven deep sequential network for dementia-related gait pattern analysis · 2026 · Related
  7. Alzheimer disease · David S. Knopman · 2021 · 2558 citations · Cited by this paper
  8. Green artificial intelligence in health applications · 2026 · Related
  9. Automated anatomical labelling atlas 3 · Edmund T. Rolls · 2019 · 2149 citations · Cited by this paper
  10. Twin cross contrastive learning with multi-modality fusion for drug–target affinity prediction · 2026 · Related
  11. The clinical use of structural MRI in Alzheimer disease · Giovanni Battista Frisoni · 2010 · 2147 citations · Cited by this paper
  12. Application research of dynamic chaotic sequence generation mechanism in pre-hospital emergency data encryption · 2026 · Related
  13. Prevalence, risk factors, and management of dementia and mild cognitive impairment in adults aged 60 years or older in China: a cross-sectional study · Longfei Jia · 2020 · 1800 citations · Cited by this paper
  14. From heatmaps to language: Explainable skin cancer diagnosis using CNN–VLM integration with an expert-annotated dataset · 2026 · Related
  15. The characterisation of subjective cognitive decline · Frank Jessen · 2020 · 1436 citations · Cited by this paper
  16. Improving organizational processes in healthcare through simulation-driven resource allocation: Methodology and real-world case study · 2026 · Related
  17. Clinical diagnosis of Alzheimer's disease: recommendations of the International Working Group · Bruno Dubois · 2021 · 1070 citations · Cited by this paper
  18. Artificial Intelligence and Machine Learning solutions-based oral cancer screening and detection: A scoping review · 2026 · Related
  19. CAT: a computational anatomy toolbox for the analysis of structural MRI data · Christian Gaser · 2024 · 923 citations · Cited by this paper
  20. Anatomy consistent segmentation network for joint PET/CT tumor segmentation · 2026 · Related
  21. Dementia in China: epidemiology, clinical management, and research advances · Longfei Jia · 2019 · 895 citations · Cited by this paper
  22. Four distinct trajectories of tau deposition identified in Alzheimer’s disease · the Alzheimer’s Disease Neuroimaging Initiative · 2021 · 782 citations · Cited by this paper
  23. CrossFormer++: A Versatile Vision Transformer Hinging on Cross-Scale Attention · Wenxiao Wang · 2023 · 314 citations · Cited by this paper
  24. Prevalence Estimates of Amyloid Abnormality Across the Alzheimer Disease Clinical Spectrum · Willemijn J. Jansen · 2022 · 309 citations · Cited by this paper
  25. Classification of Brain Disorders in rs-fMRI via Local-to-Global Graph Neural Networks · Hao Zhang · 2022 · 215 citations · Cited by this paper
  26. Statistical parametric mapping (SPM) · Guillaume Flandin · 2008 · 184 citations · Cited by this paper
  27. Mild cognitive impairment among rural‐dwelling older adults in China: A community‐based study · Lin Cong · 2022 · 134 citations · Cited by this paper
  28. Graph convolution network with similarity awareness and adaptive calibration for disease-induced deterioration prediction · Xuegang Song · 2020 · 128 citations · Cited by this paper
  29. Diffeomorphic Anatomical Registration Through Exponentiated Lie Algebra provides reduced effect of scanner for cortex volumetry with atlas-based method in healthy subjects · Japanese Alzheimer’s Disease Neuroimaging Initiative · 2013 · 114 citations · Cited by this paper
  30. RA-GCN: Graph convolutional network for disease prediction problems with imbalanced data · Mahsa Ghorbani · 2021 · 112 citations · Cited by this paper
  31. 3D Multimodal Fusion Network With Disease-Induced Joint Learning for Early Alzheimer’s Disease Diagnosis · Zifeng Qiu · 2024 · 86 citations · Cited by this paper
  32. Prior-Guided Adversarial Learning With Hypergraph for Predicting Abnormal Connections in Alzheimer’s Disease · Qiankun Zuo · 2024 · 76 citations · Cited by this paper
  33. Affective symptoms and risk of progression to mild cognitive impairment or dementia in subjective cognitive decline: A systematic review and meta-analysis · Roopal Desai · 2021 · 75 citations · Cited by this paper
  34. A multimodal machine learning model for the stratification of breast cancer risk · Xuejun Qian · 2024 · 75 citations · Cited by this paper
  35. Characteristics of subjective cognitive decline associated with amyloid positivity · Olin Janssen · 2021 · 59 citations · Cited by this paper
  36. Multi-Modal Fusion and Longitudinal Analysis for Alzheimer’s Disease Classification Using Deep Learning · Shakhnoza Muksimova · 2025 · 45 citations · Cited by this paper
  37. Weighted Multi-Modal Contrastive Learning Based Hybrid Network for Alzheimer’s Disease Diagnosis · Renping Yu · 2025 · 20 citations · Cited by this paper
  38. Applying recommendations for diagnostic disclosure of mild cognitive impairment and dementia: Practical guidance for clinicians · Kyra S. O’Brien · 2024 · 10 citations · Cited by this paper
  39. Risk-Specific Training Cohorts to Address Class Imbalance in Surgical Risk Prediction · Jeremy A. Balch · 2024 · 7 citations · Cited by this paper

Source: OpenAlex (CC0)