Parkinson's Disease Classification

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19 papers2 papers in the last four weeks, down 50% on the four weeks before. 0.0% of all new papers.

  1. Cross-disorder Learning of Imaging-derived Joint Mophometric Markers in Alzheimer's and Parkinson's Diseases

    Oct 19, 2026Yuji Zhao, Boris GutmanParkinson's Disease ClassificationMedical Diagnosis

    Laboratory for Modeling and Computation in Imaging and Genetics (LAMCIG), Medical Imaging Research Center, Department of Biomedical Engineering, Illinois Institute of Technology, Chicago, Illinois, United States of America

  2. HybridDualPathNet: Cross-Fusion Attention of EfficientNetV2 and Swin Transformer for Brain MRI Classification of Alzheimer's and Parkinson's Disease

    Oct 12, 2026Jarpula Nirjala, Rahul PatelParkinson's Disease ClassificationMedical Image Classification

    Department of Electronics and Communication Engineering, Indian Institute of Information Technology, Surat, India

  3. When Participant Disjoint Validation Is Not Enough to Establish Generalization in Parkinson's Gait Classification

    Oct 12, 2026Md. Sifat, Sania Akter, Akif Islam +1Parkinson's Disease ClassificationCross-Domain Generalization

    Department of Computer Science and Engineering, University of Rajshahi, Motihar, Rajshahi, 6205, Bangladesh

  4. A Compact Stance-Indexed Anterior-Posterior COP Representation for Parkinson's Disease Classification from Plantar VGRF

    Sep 19, 2026Md. Sifat, Sania Akter, Akif Islam +1Parkinson's Disease ClassificationGait Analysis

    Department of Computer Science and Engineering, University of Rajshahi, Rajshahi, Bangladesh

  5. From Visual Attribution to Clinical Reasoning: Explainable Parkinson's Disease Screening from Hand-Drawn Patterns

    Sep 13, 2026Aritra Dey, Utsav Kumar Nareti, Chandranath Adak +3Parkinson's Disease ClassificationParkinson's Disease

    Dept. of CSE, Indian Institute of Technology Indore, India-453552 · Dept. of CSE, Indian Institute of Technology Patna, India-801106 · M. R. Bangur Hospital, West Bengal, India-700033 +1

  6. Impact of canny edge detection preprocessing on performance of machine learning models for Parkinson's disease classification

    Sep 7, 2026Sameer Bhat, Piotr SzczukoMedical DiagnosisEdge Detection

    Faculty of Electronics, Telecommunications and Informatics, Multimedia Systems Department, Gdansk University of Technology, Narutowicza 11/12, 80-233 Gdansk, Poland.

  7. More Motion Is Not Always Better Motion: Corpus Composition Governs Whether Augmentation Helps SMPL-Based Parkinsonian Gait Severity Estimation

    Aug 24, 2026Michael Caiola, Andrew C. WeitzSynthetic Data AugmentationGait Analysis

    Credence, McLean VA, USA

  8. Motor, Cognitive, or Corpus? What Survives Cross-Lingual Transfer in Speech-Based Parkinsons Disease Detection

    Aug 13, 2026Serli Kopar, Sam Gijsen, Abner Hernandez +2Cross-Lingual TransferSpeech Processing

    Hertie Institute for AI in Brain Health, University of Tübingen, Tübingen, Germany · Tübingen AI Center, University of Tübingen, Tübingen, Germany · Charité–Universitätsmedizin, Department of Psychiatry and Psychotherapy, Berlin, Germany +1

  9. Label-Free Parkinson's Disease Screening from Face and Voice through Mechanistic Interpretability

    Aug 10, 2026Jiaheng Su, Yu SunMechanistic InterpretabilityMultimodal Anomaly Detection

    Independent Researcher, Los Angeles, CA, USA · California State Polytechnic University, Pomona, CA, USA

  10. Inverse Reinforcement Learning for Interpretable Keystroke Biomarkers in Parkinson's Disease

    Jun 24, 2026Navin BondadeParkinson's DiseaseParkinson's Disease Classification

    Institute of Health Informatics, University College London

  11. Interpretable Temporal Facial-Region Motion Analysis for In-the-Wild Parkinson's Disease Video Classification

    Jun 8, 2026Riyadh AlmushrafyVideo UnderstandingMedical Diagnosis

    Majmaah University, Saudi Arabia · Department of Computer Science and Information, College of Science, Majmaah University, Saudi Arabia

  12. Zero-Shot Parkinson's Disease Detection from Speech: Comparing Large Audio and Language Models

    May 24, 2026Muhammad Ashad Kabir, Sirajam MuniraParkinson's DiseaseZero-Shot Learning

    School of Computing, Mathematics and Engineering, Charles Sturt University, NSW, Australia · Department of Computer Science, Rensselaer Polytechnic Institute, NY, USA

  13. A Benchmark for Early-stage Parkinson's Disease Detection from Speech

    May 13, 2026Terry Yi Zhong, Cristian Tejedor-Garcia, Khiet P. Truong +3Parkinson's Disease Detection from SpeechBenchmark Design

    Centre for Language Studies, Radboud University, Nijmegen, the Netherlands · Center of Expertise for Parkinson and Movement Disorders, Radboud University Medical Center, Nijmegen, the Netherlands

  14. Parkinson's Disease Detection via Self-Supervised Dual-Channel Cross-Attention on Bilateral Wrist-Worn IMU Signals

    Apr 20, 2026Meheru ZannatCross-AttentionSelf-Supervised Time Series Representation Learning

    Khulna University of Engineering & Technology (KUET), Bangladesh

  15. STEP-PD: Stage-Aware and Explainable Parkinson's Disease Severity Classification Using Multimodal Clinical Assessments

    Apr 19, 2026Md Mezbahul Islam, John Michael Templeton, Christian Poellabauer +1Multimodal ClassificationClinical Prediction

    School of Computing & Information Sciences, Florida International University, Miami, FL, USA · College of AI, Cybersecurity and Computing, University of South Florida, Tampa, FL, USA

  16. Limitations of Sequence-Based Protein Representations for Parkinson's Disease Classification: A Leakage-Free Benchmark

    Apr 13, 2026César Jesús Núñez-Prado, Grigori Sidorov, Liliana Chanona-HernándezParkinson's Disease ClassificationMedical Diagnosis

    Higher School of Mechanical and Electrical Engineering, Instituto Politécnico Nacional, Mexico City, Mexico · Research Center for Computing, Instituto Politécnico Nacional, Mexico City, Mexico

  17. Topological descriptors of foot clearance gait dynamics improve differential diagnosis of Parkinsonism

    Mar 6, 2026Jhonathan Barrios, Wolfram Erlhagen, Miguel F. Gago +2Parkinson's Disease ClassificationDifferential Diagnosis

    Centre of Mathematics (CMAT), School of Sciences, University of Minho, Portugal · Neurology Departmet, Hospital da Senhora da Oliveira, Portugal · ICVS, School of Medicine, University of Minho, Portugal +3

  18. A swap-adversarial framework for domain generalization in pre- and post-stimulation Parkinsonian state classification

    Feb 11, 2026Seongwon Jin, Hanseul Choi, Sunggu Yang +2Adversarial TrainingData Augmentation

    Department of Computer Science and Engineering, Incheon National University, Yeonsu-gu, 22012, Incheon, Republic of Korea · Department of Nanobioengineering, Incheon National University, Yeonsu-gu, 22012, Incheon, Republic of Korea · Center for Brain-Machine Interface, Incheon National University, Yeonsu-gu, 22012, Incheon, Republic of Korea +1

  19. Detecting and explaining clinical-omics inconsistencies to improve patient cohort stratification: an application to Parkinson's disease

    Jul 4, 2025José A. Pardo-Pérez, Tomás Bernal, Jaime Ñiguez +5Medical DiagnosisUnsupervised Anomaly Detection

    Department of Information and Communications Engineering, Faculty of Computer Science, University of Murcia, Murcia, Spain. · Department of Clinical and Movement Neurosciences, UCL Queen Square Institute of Neurology, London, UK. · Department of Neurology, Washington University School of Medicine, Saint Louis, MO, 63110, USA. +1