Alzheimer's Disease Classification

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9 papers in the last four weeks, up 200% on the four weeks before. 0.1% of all new papers.

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  1. SCOPE-AD: Sequential cost-aware ordinal-belief planning with energy-based models for diagnostic agents

    Oct 1, 2026Ziwen Yu, Ivan Koychev, Elizabeth Coulthard +7Cost-Aware InferenceModel-Based Planning

    University of Bristol, Bristol, UK · Imperial College London, London, UK · Hunan Normal University, Changsha, China +1

  2. Evidence Before Accuracy: A MRI-PET Fusion Network for Alzheimer Disease Classification with Causal Regional Validation

    Sep 28, 2026Saeid Firouzi Daghigh, Saeed AyatAlzheimer's Disease ClassificationExplainable Medical Image Analysis

    Department of Computer Engineering and Information Technology, Payame Noor University, Tehran, Iran

  3. Segment-Level Risk Discovery in Online Handwriting for Alzheimer's Disease Detection

    Sep 24, 2026Changqing Gong, Huafeng Qin, Mounîm A. El-YacoubiAlzheimer's Disease Classification

    Telecom SudParis, Institut Polytechnique de Paris, 91120 Palaiseau, France · School of Computer Science and Information Engineering, Chongqing Technology and Business University, Chongqing 400067, China

  4. M2^2PFN: End-to-End Disentangled Alignment for Generalizable Multimodal In-Context Learning in Alzheimer's Disease

    Sep 23, 2026Lujia Zhong, Shuo Huang, Jianwei Zhang +2Multimodal Disentangled Representation LearningMultimodal ICL

    Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA · Ming Hsieh Department of Electrical and Computer Engineering, Viterbi School of Engineering, University of Southern California, Los Angeles, CA 90089, USA · Alfred E. Mann Department of Biomedical Engineering, Viterbi School of Engineering, University of Southern California, Los Angeles, CA 90089, USA

  5. HyperAMS-Net: Adaptive Multi-Scale Spatial Hypergraph Network for Brain Disorder Classification

    Sep 17, 2026Proloy Kumar Mondal, Md Kamran Hussin Chowdhury, Hoi Leong LeeMedical DiagnosisMulti-Scale Feature Fusion

    Department of Computer Science and Engineering, University of North Texas, Denton, Texas, USA · Inje University, Gimhae-si, Republic of Korea · Faculty of Electronic Engineering and Technology, Universiti Malaysia Perlis, Arau, Malaysia

  6. Anatomical Grounding and Leakage-Aware Multimodal Contrastive Learning for Alzheimer's Disease Classification from Structural MRI

    Sep 14, 2026Paul-Gabriel Nicolae, Irina Georgiana MocanuData LeakageAlzheimer's Disease Classification

    Computer Science and Engineering Department, Faculty of Automatic Control and Computers, National University of Science and Technology POLITEHNICA Bucharest, Romania

  7. A Multimodal Explainable Deep Learning Framework for Alzheimer's Disease Diagnosis using 3D Magnetic Resonance Imaging and Clinical Data

    Sep 14, 2026Yusuf Brima, Marcellin Atemkeng, Lakshmana Rao Namamula +13D Medical ImagingMultimodal Classification

    Computer Vision, Institute of Cognitive Science, Osnabrück University, Germany. · Department of Mathematics, Rhodes University, South Africa. · National Institute for Theoretical and Computational Sciences (NITheCS), Stellenbosch, 7600, South Africa. +2

  8. LLM-Anchored Paralinguistic Enrichment for Alzheimer's Disease Detection

    Sep 9, 2026Xiao Wei, Yuqin Lin, Yaru Cao +6Speech-Based Dementia DetectionSpeech Prosody

    Tianjin Key Laboratory of Cognitive Computing and Application, College of Intelligence and Computing, Tianjin University, Tianjin, China · Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China · College of Computer and Data Science, Fuzhou University, Fuzhou, China +1

  9. Robust Rank Aggregation for Multimodal Speech-Based Alzheimer's Disease Detection

    Sep 9, 2026Zemin Jin, Tomoko MatsuiSpeech-Based Dementia DetectionAlzheimer's Disease Classification

    The Chinese University of Hong Kong, Shenzhen, China · Center for Language, Intelligence and Machines (LIMA), Shenzhen Loop Area Institute (SLAI), Shenzhen, China

  10. Cleaner Speech, Weaker Generalization: Revisiting Pitt-Derived Benchmarks for Alzheimer's Disease Detection

    Aug 31, 2026Luqi Sun, Shreeram Suresh Chandra, Lin Zhang +5Speech-Based Dementia DetectionSpeech Enhancement

    Center for Language and Speech Processing (CLSP), Johns Hopkins University · Research Center for Information Technology Innovation, Academia Sinica · University of Michigan, Ann Arbor +1

  11. GraM-Diff: A Unified Graph-Mamba Diffusion Framework for EEG-Based Alzheimer's Disease Data Generation and Diagnosis

    Aug 30, 2026M. Tanveer, Ayush Singh Rana, Sanskriti Jain +5Synthetic Data AugmentationElectroencephalography

    Indian Institute of Technology Indore, Indore 453552, Madhya Pradesh, India

  12. A comparison of CNN architectures for Alzheimer's disease detection in single-view MRI scans

    Aug 12, 2026Hiram Zuniga, Ulises Orozco-Rosas, Kenia PicosAlzheimer's Disease ClassificationConvolutional Neural Networks

    CETYS Universidad, Ave. CETYS Universidad No. 4, Fracc. El Lago, C.P. 22210, Tijuana, Baja California, Mexico

  13. Parcel2Progression: An Anatomy-aware Longitudinal Framework for Alzheimer's Disease Diagnosis

    Aug 9, 2026Madhumitha Venkatesh, Shanawaj S Madarkar, Konda Reddy MopuriLongitudinal Medical Image AnalysisAlzheimer's Disease Classification

    Indian Institute of Technology Hyderabad, India

  14. LSEAD: A Privacy-Preserving LLM-Based Speech Analysis Framework for Early Alzheimer's Disease Screening

    Aug 7, 2026Xin Wang, Yingchao Huang, Yuhan Su +2Speech-Based Dementia DetectionAlzheimer's Disease Classification

    Faculty of Digital Innovation, Arts & Sciences, Saskatchewan Polytechnic, Regina SK S4S 5X1, Canada · School of Basic Medical Sciences, Hebei University, Baoding 071000, China · Department of Civil & Environmental Engineering and School of Mining & Petroleum Engineering, University of Alberta, Edmonton AB T6G 2H5, Canada +1

  15. International Transfer of Stochastic Cortical Self-Reconstruction

    Aug 7, 2026Fabian Bongratz, Zhizheng Zhuo, Chao Zhang +3Cross-Domain Transfer LearningAlzheimer's Disease Classification

    Lab for AI in Medical Imaging, Institute for Diagnostic and Interventional Radiology, School of Medicine and Health, TUM Klinikum, Technical University of Munich (TUM), Munich, 81675, Germany · Munich Center for Machine Learning (MCML), Munich, Germany · Department of Radiology, Beijing Tiantan Hospital, Capital Medical University, No. 119, West Southern 4th Ring Road, Fengtai District, Beijing, 100070, China. +2

  16. PatTree: a novel approach for automated creation of multimodal, graph-based patient representations for medical classification tasks

    Aug 3, 2026Julia Gehrmann, Lars Quakulinski, Hamza Naseem +1Multimodal ClassificationAlzheimer's Disease Classification

    Institute for Biomedical Informatics, University of Cologne, Medical Faculty and University Hospital Cologne, Kerpener Straße 62, Cologne, 50937, Germany · Division of Computer Science, Department of Mathematics and Computer Science, Faculty of Mathematics and Natural Sciences, University of Cologne, Albertus-Magnus-Platz, Cologne, 50923, Germany · Department of Data Science and Artificial Intelligence, Fraunhofer Institute for Applied Information Technology, Schloss Birlinghoven, Sankt Augustin, 53757, Germany

  17. MPP-GNN: Subject-Adaptive Community Detection for fMRI-Based Alzheimer's Disease Classification

    Jul 29, 2026Yang Zhang, Xiao Zhou, Jonathan Warrell +3Graph Neural NetworksGraph Pooling

  18. An Attention-Based Framework for Alzheimers Disease Classification Using Resting-State fMRI

    Jul 29, 2026Harshiddhi Pathak, Gowtham Reddy N, Mrinal Acharya +1Alzheimer's DiseaseFunctional Connectivity

    School of Medical Science and Technology · Department of Computer Science and Engineering at the Indian Institute of Technology Gandhinagar · Dr B C Roy Multi Speciality Medical Research Centre, Indian Institute of Technology Kharagpur, India

  19. Disentangling Acoustic Cues in Alzheimer's Pathology and Perception: The Roles of Language and Gender

    Jul 27, 2026Liu He, Yuanchao Li, Yin-Long Liu +5Explainable Artificial IntelligenceSpeech-Based Dementia Detection

    University of Science and Technology of China · University of Edinburgh

  20. Calibrated Alzheimer's Conversion Risk in Mild Cognitive Impairment: Persistent Homology of Clinical Trajectories with Conformal Guarantees

    Jul 20, 2026Navin BondadeClinical Outcome PredictionAlzheimer's Disease Classification

    Institute of Health Informatics, University College London

  21. Imputation-free transformer learning enables robust Alzheimer's disease prediction and calibrated uncertainty quantification across heterogeneous clinical cohorts

    Jul 13, 2026Christelle Schneuwly Diaz, Narmina Baghirova, Duy-Thanh Vu +4Missing-Modality LearningLearning with Missing Data

    Platform of Bioinformatics, Lausanne University Hospital. · Faculty of Biology and Medicine, University of Lausanne. · 3Leenaards Memory Centre, Lausanne University Hospital. +1

  22. Transcript-Free Lightweight Detection of Alzheimer's Disease from Spontaneous Speech Using Handcrafted MFCC-Dominant Acoustic Biomarkers

    Jul 11, 2026Rashin Gholijani Farahani, Azam BastanfardSpeech-Based Dementia DetectionSpeech Processing

    Department of computer Engineering, Ka.c., Islamic Azad University Karaj,Alborz, Iran

  23. MVMGNN;Multi-View Masked Graph Neural Network for Alzheimer's Disease Diagnosis using Structural MRI

    Jul 8, 2026Ni Yao, Zhenxu Wang, Danyang Sun +6Graph Neural NetworksMulti-View Learning

    School of Computer Science and Technology, Zhengzhou University of Light Industry, Zhengzhou 450002, Henan, China · Department of Computer Science, Kennesaw State University Marietta, GA, USA · Department of Applied Computing, Michigan Technological University, Houghton, MI, USA +1

  24. AT-Attn: Temporal-Aware Cross-Attention for Longitudinal Multimodal Alzheimer's Disease Diagnosis

    Jul 8, 2026Xinyue Du, Yibo Liu, Zhenglei Zhou +3Alzheimer's DiseaseLongitudinal Medical Image Analysis

    School of Information Science and Engineering, East China University of Science and Technology, China · School of Computer Science, Shanghai Jiao Tong University, China · Tencent, China

  25. Predicting Early Stages Of Alzheimer's Disease And Identifying Key Biomarkers Using Deep Artificial Neural Network And Ensemble Of Machine Learning Methodologies

    Jul 2, 2026Debopriya GhoshClinical PredictionAlzheimer's Disease Classification

  26. NeuroBridge: Bridging Multi-Task MRI Knowledge for Neurodegenerative Disease Diagnosis

    Jul 1, 2026Mengyu Li, Guoyao Shen, Chad W. Farris +1Alzheimer's DiseaseMedical Diagnosis

    Department of Mechanical Engineering, Boston University, Boston, MA 02215, United States · The Photonics Center, Boston University, Boston, MA 02215, United States · Rafik B. Hariri Institute for Computing and Computational Science & Engineering, Boston University, Boston, MA, 02215, United States +5

  27. Gated Multi-Graph Fusion via Graph Attention Networks for Alzheimer's Disease Detection

    Jun 30, 2026Jinyu Li, Xiao Wei, Bin Wen +5Alzheimer's DiseaseGraph Attention Networks

    School of Future Technology, Tianjin University, Tianjin, China · Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China · College of Computer and Data Science, Fuzhou University, Fuzhou, China +1

  28. Uncertainty-Aware Longitudinal Forecasting of Alzheimer's Disease Progression Using Deep Learning

    Jun 23, 2026Arya Hariharan, Shreyank N Gowda, Anala M RClinical Outcome PredictionAlzheimer's Disease Classification

    Department of Computer Science and Engineering, R.V. College of Engineering, Bengaluru, Karnataka, India · School of Computer Science, University of Nottingham, Nottingham, United Kingdom

  29. Alzheimer's Disease Diagnosis using a Multimodal Approach with 3D MRI and PET

    Jun 18, 2026Loukas Ilias, Anthi-Maria Vozinaki, Christos Ntanos +1Medical Diagnosis3D Medical Imaging

    DSS Lab, School of ECE, NTUA, 15780 Athens, Greece

  30. REVEAL++: Differentiable Phenotypic Grouping for Vision-Language Retinal Modeling of Alzheimer's Disease Risk

    Jun 17, 2026Ethan Elio Meidinger, Seowung Leem, Zeyun Zhao +1Contrastive LearningMedical Image Analysis

    University of Virginia, Charlottesville, VA, USA · J. Crayton Pruitt Family Department of Biomedical Engineering, Herbert Wertheim College of Engineering, University of Florida, Gainesville, FL, USA