Longitudinal Data

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7 papers in the last four weeks, against 2 the four weeks before. 0.1% of all new papers.

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  1. Quantifying the Impact of Ambulance Ramping: A Multi-Year Analysis of Victorian Emergency Medical Services Cases

    Sep 30, 2026Ayesha Tanveer, Khandakar Ahmed, Assefa Teshome +2Emergency DepartmentsHandoff

    Institute for Sustainable Industries and Liveable Cities (ISILC), The Centre of Excellence in Paramedicine (CoEP), Victoria University, Melbourne, Australia · Center for Research and Evaluation Ambulance Victoria, Blackburn North, Victoria, Australia

  2. Understanding Parents' Complex Views of AI for Children's Pretend Play

    Sep 30, 2026Sungho Oh, Mohammad Namvarpour, Maxi Heitmayer +2ChildrenRole-Playing Agents

    Sander Oh · Matt Namvarpour · Department of Psychology, Rowan University, Glassboro, NJ, USA +1

  3. Longer Records, Broader Invariance: The Hidden Scaling Problem in Longitudinal Contrastive Learning

    Sep 29, 2026Rameen Mahmood, Xuhai "Orson" Xu, Zachary Beattie +2Longitudinal DataContrastive Learning

    New York University · Columbia University · Oregon Health & Science University

  4. OpenWhistle: A Large-Scale Longitudinal Dataset and Benchmark of Bottlenose Dolphin Vocalizations

    Sep 28, 2026Faadil Mustun, Chiara Semenzin, Roberto Dessi +7Passive Acoustic MonitoringAnimal Vocalizations

    Institut de Biologie de l’École normale supérieure, CNRS, INSERM, Université PSL, Paris, France · Earth Species Project, France · Not Diamond, San Francisco, USA +4

  5. Angular momentum analysis on Karate roundhouse kicks: a longitudinal case study

    Sep 21, 2026Jan C. L. Lau, Christian Mele, Jonathan Feng-Shun Lin +1Gait DynamicsMomentum

    BioRobotics Lab, Optimization and Biomechanics for Human-Centred Robotics (HCR), Institute for Anthropomatics and Robotics (IAR), Karlsruhe Institute of Technology, 76131 Karlsruhe, Germany · Canada Excellence Research Chair in Human-Centred Robotics and Machine Intelligence, Systems Design & Mechanical and Mechatronics Engineering, University of Waterloo, Waterloo, N2L3G1, Ontario, Canada

  6. Self-supervised Pre-training Helps Retinal Disease Progression Modelling Most When Data Is Scarce

    Sep 14, 2026Ifeoma Veronica Nwabufo, Julius Gervelmeyer, Sarah Müller +1Self-Supervised LearningLongitudinal Imaging

    Hertie Institute for AI in Brain Health, Faculty of Medicine, University of Tübingen, Germany · Tübingen AI Center, University of Tübingen, Germany

  7. LLMs as Oracles: Reliance on LLMs for Subjective Personal Questions

    Sep 13, 2026Myra Cheng, Lujain Ibrahim, Grace Liu +5OraclesDeliberation

    University of Oxford Oxford, England · Carnegie Mellon University Pittsburgh, Pennsylvania, USA

  8. LongCounsel-8: A Benchmark Suite for Longitudinal Depression Tracking from Multi-Session Counseling Dialogues

    Sep 3, 2026Jiayi Li, Zhaomin Wu, Bingsheng HeDepressionCounseling

    Department of Computer Science National University of Singapore

  9. On the Prospects of Dynamic LLM Conversations in Software Development

    Aug 31, 2026Annemarie Wittig, Alina Mailach, Janet Siegmund +1Multi-Turn Large Language Model ConversationsSoftware Engineering

    Leipzig, Leipzig University, Leipzig, 04109, Germany · Chemnitz University of Technology, Chemnitz, 09107, Germany · ScaDS.AI Dresden/Leipzig, Leipzig University, Leipzig, 04109, Germany

  10. ALTER: Modeling Longitudinal Changes via Regional Differencing for 3D CT Report Generation

    Aug 6, 2026Dongchen Li, Jitao Liang, Wei LiRadiology Report GenerationCone-Beam Computed Tomography

    College of Computer Science and Engineering, Northeastern University, Shenyang, China · National Frontiers Science Center for Industrial Intelligence and Systems Optimization, Shenyang, China · Key Laboratory of Intelligent Computing in Medical Image (MIIC), Northeastern University, Shenyang, China

  11. Long-term Measurements: Towards a Longitudinal Understanding of Human-AI Interactions

    Aug 3, 2026Nicole Mitchell, Dhruv Agarwal, Maty Bohacek +2Human-Ai InteractionLongitudinal Data

    ♢Google Research · ♡Google DeepMind · ♠Cornell University +1

  12. Beyond Feeling Better: Capability-Sustaining Emotional Dialogue as a Longitudinal Research Paradigm

    Jul 30, 2026Ming Wang, Jiaqi Wu Young, Wenfang Wu +2Emotional RegulationLongitudinal Data

    Northeastern University · Singapore Management University · Amiya Research +1

  13. Ground Truth First: A Longitudinal Evaluation Instrument for Agent Memory, and the Tenure Crossover in Memory-Architecture Rankings

    Jul 24, 2026Quentin SpencerConversational MemoryInteraction History

    Independent Researcher

  14. Longitudinal Random Forests for Sparse and Irregular Response Trajectories

    Jul 23, 2026Yangsheng Wang, Xiaotian Dai, Haoda Fu +1CovariatesLongitudinal Data

    Department of Mathematics and Statistics, Binghamton University, Binghamton, New York 13902, USA · Department of Mathematics, Illinois State University, Normal, Illinois 61790, USA · Department of Biostatistics, The University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, USA

  15. Memory-Driven Self-Disclosure and Relational Turning Points: A Longitudinal Multimodal Study of Human-AI Interaction

    Jul 16, 2026Ryuichi Sumida, Mao Saeki, Masaki Eguchi +4Human-Ai InteractionConversational Context

    Graduate School of Informatics, Kyoto University Kyoto, Japan · Equmenopolis, Inc. Tokyo, Japan · Waseda University Tokyo, Japan +1

  16. Qubes OS Security in the Public Record

    Jul 16, 2026Alfonso De GregorioSecurityLongitudinal Data

    Pwnshow

  17. A Temporal Machine Learning-Based Time-to-Event Model for Predicting ALS Progression and Healthcare Utilization

    Jul 15, 2026Zongliang Yue, Qi Li, Terry Heiman-Patterson +3Time-To-Event DataLongitudinal Data

    Department of Health Outcomes Research and Policy, Harrison College of Pharmacy, Auburn University Auburn, AL, USA

  18. A Longitudinal Analysis of Public Discourse on AI Ethics in Education Using Twitter Data

    Jul 14, 2026Akriti Bagale, Nafisa Mehjabin, Ali Ünlü +1Indonesian E-Commerce ReviewsDiscourse

    Information Sciences and Technology, George Mason University, Fairfax, VA, USA · School of Education and Human Development, University of Virginia, Charlottesville, VA, USA

  19. Commenting with Copilot: A Taxonomy and Multi-Year Analysis of Student Code-Generation Specifications

    Jul 12, 2026Nasser Giacaman, Valerio Terragni, Paul Denny +1Ai-Assisted Programming TasksCode Generation

    University of Auckland · Auckland, New Zealand · University of New South Wales +1

  20. Integrating Neural Encoders in Bayesian Generalized Linear Mixed Models for Multimodal Data

    Jul 6, 2026Yuankang Zhao, Youngsoo Baek, Felipe A. Medeiros +2Generalized Linear ModelMultimodal Learning

    Department of Biostatistics & Bioinformatics, Duke University · Department of Ophthalmology, University of Miami

  21. Adoption and Ecosystem Health: A Longitudinal Analysis of Open-Source Multi-Agent Frameworks

    Jul 2, 2026Xi Zhang, Papi Menon, Vivian Chu +1AdoptionOpen-Source

    Cisco Systems · Indiana University

  22. ENC-ODE: Event-level Neurodegenerative Modeling in Continuous Time with Neural ODEs

    Jun 29, 2026Yujee Song, Seunghun Baek, Guorong Wu +1Neural Ordinary Differential EquationsReadmission Prediction

    Pohang University of Science and Technology, Pohang, South Korea · University of North Carolina at Chapel Hill, Chapel Hill, USA

  23. Improving Patient Subtyping on Longitudinal Data using Representations from Mamba-based Architecture

    Jun 26, 2026Md Mozaharul Mottalib, Rahmatollah BeheshtiElectronic Health RecordsMamba-Based Models

    University of Delaware, Newark, Delaware, USA

  24. Generating Public Health Responses using Survey-Augmented Large Language Models

    Jun 20, 2026Leonardo Marciaga, Thuyen Pham, Julia Rezvani +4SurveyEpidemiological Models

    Illinois Institute of Technology · University of Massachusetts Amherst · Portland State University +4

  25. DTVEM-RE: A Hierarchical Random-Effects Extension of the Differential Time-Varying Effect Model for Person-Specific Multi-Lag Estimation in Intensive Longitudinal Data

    Jun 12, 2026Amartya BhattacharyaLongitudinal DataTime-Varying Systems

    Geisel School of Medicine, Dartmouth College

  26. Transition-Based Digital Twin Modelling for Alzheimer's Disease under Sparse Longitudinal Data

    Jun 8, 2026Yinyu Huang, Yilin Zhang, Sofia Michopoulou +2AlzheimerReadmission Prediction

    School of Electronics and Computer Science, University of Southampton, UK · University Hospital Southampton NHS Foundation Trust, Southampton, UK · Faculty of Medicine, University of Southampton, UK

  27. DiffSight-Former: Modeling Structural Differences and Temporal Dynamics for Glaucoma Progression Prediction

    Jun 8, 2026Yi Huang, Lei Bi, Jinman KimGlaucoma DetectionFundus Images

    School of Computer Science, The University of Sydney · Institute of Translational Medicine, Shanghai Jiao Tong University

  28. A Machine Learning-Based Framework for Discovering Huntington's Disease Stages: Integrating Graph Representation Learning and clustering to Uncover Progression Dynamics in Longitudinal Enroll-HD Dataset

    Jun 4, 2026Lubna M. Abu Zohair, Marta Vallejo, MD Azher Uddin +2DiseaseLongitudinal Patient Records

    School of Mathematical and Computer Sciences, Heriot-Watt University, Dubai, United Arab Emirates · School of Mathematical and Computer Sciences, Heriot-Watt University, Edinburgh, United Kingdom

  29. Sparse Functional Singular Value Decomposition for Biclustering and Triclustering Longitudinal Data

    Jun 3, 2026Yue Zhao, Thierry Chekouo, Sandra SafoSingular Value DecompositionLongitudinal Data

    Division of Biostatistics and Health Data Science University of Minnesota 2221 University Avenue SE2026 Minneapolis, MN 55414, United States

  30. An interpretable and trustworthy AI framework for large-scale longitudinal structure-pain association studies using data from the Osteoarthritis Initiative (OAI)

    Jun 3, 2026Jincheng Yu, Haoyang Li, Yiwen Liu +5Clinical PredictionLongitudinal Data

    Statistics & Data Science GIDP, University of Arizona · Department of Epidemiology and Biostatistics, University of Arizona · R. Kent Coit College of Pharmacy, University of Arizona +2

  31. Stumbling Into AI Emotional Dependence: How Routine AI Interactions Reshape Human Connection

    Jun 2, 2026Yaoxi Shi, Cathy Mengying Fang, Pattie Maez +1Eu Artificial Intelligence ActChatbots

    Imperial College Business School, Imperial College London; London, UK. · Harvard Business School AI Institute, Harvard University; Cambridge, USA. · MIT Media Lab, Massachusetts Institute of Technology; Cambridge, USA. +2

  32. Scalable Counterfactual Risk Estimation for Rare Events in Longitudinal Data

    Jun 1, 2026Xiaohui Yin, Avijit Mitra, Ying Zhou +2Survival AnalysisRare Events

    University of Massachusetts Amherst Amherst, Massachusetts, USA · University of Massachusetts Lowell Lowell, Massachusetts, USA

  33. Modeling Covariate Transition for Efficient Estimation of Longitudinal Treatment Effects in Randomized Experiments

    May 29, 2026Naoki Chihara, Tatsushi Oka, Yasuko Matsubara +2Heterogeneous Treatment EffectsCovariate Balancing

    SANKEN, The University of Osaka, Osaka, Japan · CyberAgent AI Lab · Keio University, Tokyo, Japan +1

  34. Subcortical Shape Variations and Their Associations with Cognition Across the 8th Decade of Life. A Study in the Lothian Birth Cohort 1936

    May 28, 2026Maria del C. Valdes-Hernandez, Wonjung Park, Joanna Moodie +7Brain AgeLongitudinal Data

    Department of Neuroimaging Sciences, University of Edinburgh, 49 Little France Crescent, Edinburgh, EH164SB, United Kingdom. · Computer Graphics and Visualization Laboratory, Korea Advanced Institute of Science and Technology (KAIST), 291 Daehak-ro, Daejeon, 34141, Republic of Korea. · Department of Psychology, University of Edinburgh, 7 George Square, Edinburgh, EH89JZ, United Kingdom. +1

  35. Adopt ≠\neq Adapt: Longitudinal Analyses of LLM Conversations in the Wild

    May 27, 2026Rebecca M. M. Hicke, Kiran TomlinsonMulti-Turn Large Language Model ConversationsCopilot

    Cornell University · Microsoft Research

  36. Privacy-Preserving Local Language Models for Longitudinal Data Retrieval in Chronic Dermatologic Disease: Implementation in Pemphigus Patients

    May 24, 2026Abdurrahim Yilmaz, Ayşe Esra Koku Aksu, Duygu Yamen +5Longitudinal Patient RecordsSummarization

    Division of Systems Medicine, Department of Metabolism, Digestion and Reproduction, Imperial College London · Department of Dermatology and Venereology, Istanbul Research and Training Hospital · Department of Dermatology and Venereology, Istanbul Medeniyet University +1

  37. Adversarial Vulnerability Under Temporal Concept Drift: A Longitudinal Study of Android Malware Detection

    May 22, 2026Ahmed Sabbah, Mohammed Kharma, Radi Jarrar +2MalwareAttack-Success Rate

    aDepartment of Computer Science, Birzeit University, P.O. Box 14, Birzeit, P627, West2026 Bank, Palestine · bDepartment of Computer Science, University of Central Florida, 4328 Scorpius St., Building 116, Room 246, Orlando, 32816, FL, USAMay 22

  38. Learning Individual Dynamics from Sparse Cross-Sectional Snapshots

    May 22, 2026Christian Lagemann, Kai Lagemann, Steven L. Brunton +1Patient TrajectoriesSnapshots

    Statistics and Machine Learning, German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany · MediaTek Research, London, United Kingdom · Department of Mechanical Engineering & AI Institute in Dynamic Systems, University of Washington, Seattle, United States +1

  39. ChronoMedicalWorld: A Medical World Model for Learning Patient Trajectories from Longitudinal Care Data

    May 21, 2026Jiangyuan Wang, Xuyong Chen, Junwei He +3Patient TrajectoriesMedical World Model

    Beijing KidneyTec Medical Technology Co., Ltd., Beijing, China

  40. Synthesis and Evaluation of Long-term History-aware Medical Dialogue

    May 19, 2026Hebin Hu, Renke Dai, Ah-Hwee Tan +1Dialogue BenchmarksLongitudinal Data

    South-Central Minzu University Wuhan, China · Singapore Management University Singapore, Singapore

  41. Algorithmic Cultivation: How Social Media Feeds Shape User Language

    May 16, 2026Olivia Pal, Agam Goyal, Eshwar Chandrasekharan +1Social MediaLinguistics

    University of Illinois Urbana-Champaign · Urbana, IL, USA

  42. Measuring Google AI Overviews: Activation, Source Quality, Claim Fidelity, and Publisher Impact

    May 13, 2026Haofei Xu, Umar Iqbal, Jacob M. MontgomeryCitationsJournal

    Washington University in St. Louis

  43. SGC-RML: A reliable and interpretable longitudinal assessment for PD in real-world DNS

    May 8, 2026Wenbin Wei, Ruixiang Gao, Suyuan Yao +3Longitudinal DataAssessment

    ∗ Equal contribution. · † Corresponding author.

  44. Methods, Data, and Conceptual Change: Reflections from Two Quantitative Diachronic Case Studies

    May 3, 2026Catherine Wong, Bach Phan-Tat, Susan FitzmauriceLongitudinal DataQuantifying

    School of History, Philosophy and Digital Humanities, University of Sheffield, Sheffield, United Kingdom · Department of Linguistics, KU Leuven, Leuven, Belgium · School of English, University of Sheffield, Sheffield, United Kingdom

  45. AI-Integrated Learning Management System for Middle School: A Longitudinal Study of Learning Outcomes Through High School and Beyond

    May 2, 2026Misan Paul Etchie, Taiwo OlutosinInteractive LearningStudent

    Northern Arizona University, Flagstaff, AZ, USA

  46. Evaluating TabPFN for Mild Cognitive Impairment to Alzheimer's Disease Conversion in Data Limited Settings

    Apr 29, 2026Brad Ye, Bulent Soykan, Gulsah Hancerliogullari Koksalmis +2Mild Cognitive ImpairmentAlzheimer

    Department of Medicine, University of Central Florida College of Medicine, Orlando, FL, USA · NIMBUS Lab, University of Central Florida · Department of Mechanical, Industrial & Manufacturing Eng., The University of Toledo, Toledo, OH, USA +3

  47. Evolving Thematic Map Design in Academic Cartography: A Thirty-Year Study Based on Multilingual Journals

    Apr 24, 2026Zhiwei Wei, Chenxi Song, Tazhu Wang +4Longitudinal Data

    Hunan Normal University, School of Geographic Sciences, Hunan Changsha, China · Hunan Key Laboratory of Geospatial Big Data Mining and Application, Hunan Changsha, China · School of Geography and Information Engineering, China University of Geosciences, Wuhan, China +1

  48. Spatio-temporal modelling of electric vehicle charging demand

    Apr 21, 2026Kaoutar Bouaachra, Yvenn Amara-Ouali, Yannig Goude +1Electric VehiclesAccurate Short-Term Electricity Load Forecasting

    École Polytechnique de Paris · EDF Lab Paris-Saclay Palaiseau, France · INRIA Paris, DYOGENE/MATHNET Team

  49. Improving the Completeness and Comparability of Segment Disclosures: A Large Language Model Approach

    Apr 20, 2026Yue Liu, Zhiyuan Cheng, Longying LaiFinancial Question AnsweringLongitudinal Data

    RutgersRutgersUniversityBusiness -SchoolNewark · SchoolStanfordof EngineeringUniversity · Simon Business School University of Rochester Rochester, NY, USA

  50. Learning after COVID-19 and the ICT career aspirations: Are students entering the AI era with weaker skills?

    Apr 17, 2026Diana Maria Popa, Simona-Vasilica Oprea, Adela BâraStudentArtificial Intelligence Systems

    Department of Economic Informatics and Cybernetics, Bucharest University of Economic Studies, Bucharest, Romania

  51. Self-Regulated Reading with AI Support: An Eight-Week Study with Students

    Feb 10, 2026Yue Fu, Joel Wester, Niels Van Berkel +1Artificial Intelligence LiteracyStudent

    University of Washington, USA · University of Copenhagen, Denmark · Aalborg University, Denmark

  52. WELD: The First Naturalistic Long-Period Small-Team Workplace Emotion Dataset for Ubiquitous Affective Computing

    Oct 17, 2025Xiao SunAffective ComputingLongitudinal Data

    AnHui Province Key Laboratory of Affective Computing and Advanced Intelligent Machines, School of Computer Science and Information Engineering, Hefei University of Technology, Hefei 230009, China

  53. HyMaTE: A Hybrid Mamba and Transformer Model for EHR Representation Learning

    Sep 28, 2025Md Mozaharul Mottalib, Thao-Ly T. Phan, Rahmatollah BeheshtiMedical World ModelHybrid Transformer

    University of Delaware Newark, Delaware, USA · Thomas Jefferson University & Nemours Children’s Health Wilmington, Delaware, USA

  54. LightEMMA: A Longitudinal Evaluation of Vision-Language Models for Autonomous Driving

    May 1, 2025Zhijie Qiao, Haowei Li, Zhong Cao +1Autonomous DrivingRecent Vision-Language Models

    Department of Civil and Environmental Engineering, University of Michigan, Ann Arbor, MI 48109, USA · University of Michigan Transportation Research Institute, Ann Arbor, MI 48109, USA