A systematic literature review of automatic Alzheimer’s disease detection from speech and language

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Items 101–168 of 168

1. Much More Than the Malady: The Promise of a Web-Based Digital Platform Incorporating Self-Report for Research and Clinical Care in Mild Cognitive Impairment
   Andrew J. McGarry, Oliver Roesler, Jackson Liscombe, Michael Neumann, Hardik Kothare, Abhishek Hosamath, Lakshmi Arbatti, Anusha Badathala, Stephen Ruhmel, Bryan J. Hansen et al. · 2025 · Mayo Clinic Proceedings Digital Health
2. TRESTLE: Toolkit for Reproducible Execution of Speech, Text and Language Experiments
   Changye Li, Weizhe Xu, Trevor Cohen, Martin Michalowski, Serguei Pakhomov · 2023 · PubMed Central
3. Assessing the Linguistic Capacity Across Alzheimer’s Disease and Its Preclinical Stages: Evidence from Narrative Macrostructure in Elderly Speakers of Greek
   Μαρία Καλτσά, Anthoula Tsolaki, Ioulietta Lazarou, Ilias Mittas, Mairi Papageorgiou, Despina Papadopoulou, Ianthi Maria Tsimpli, Magda Tsolaki · 2024 · Journal of Alzheimer s Disease
4. Trends and research focus on autophagy in Alzheimer's disease (2003–2023): A bibliometric study
   Tianyi Wang, Haochen Jiang, Ruwen Zheng, Chuchu Zhang, MA Xiu-mei, Yi Liu · 2025 · Journal of Alzheimer s Disease
5. FHESA: fourier decomposition and hilbert transform based EEG signal analysis for Alzheimer’s disease detection
   Kavita Bhatt, N. Jayanthi, Manjeet Kumar · 2025 · Physical and Engineering Sciences in Medicine
6. Speech‐based digital cognitive assessment for clinical trials: Detecting cognitive impairment stages and AD biomarker relations across European cohorts
   Alexandra König, Johannes Tröger, Elisa Mallick, Nicklas Linz, Craig William Ritchie, Sarah Gregory, Matthew B. Hunter, Kay Johnson, Gonzalo Sánchez‐Benavides, Oriol Grau‐Rivera et al. · 2026 · Alzheimer s & Dementia
7. Mixed Orthographic/Phonemic Language Modeling: Beyond Orthographically Restricted Transformers (BORT)
   Robert C. Gale, Alexandra C. Salem, Gerasimos Fergadiotis, Steven D. Bedrick · 2023 · Workshop on Representation Learning for NLP (RepL4NLP)
8. Multi-Class Dementia Detection Using Acoustic Features - ICASSP-2025 PROCESS Challenge
   M. Abdullah Zafar, Xiangyu Zhang, Mostafa Ali Shahin, Beena Ahmed · 2025 · IEEE International Conference on Acoustics Speech and Signal Processing
9. Enhancing Dementia Detection: Augmenting the Face Mesh
   Chuheng Zheng, Mondher Bouazizi, Tomoaki Otsuki Ohtsuki, Momoko Kitazawa, Toshiro Horigome, Taishiro Kishimoto · 2025 · IEEE International Symposium on Biomedical Imaging (ISBI)
10. Prosodic features in Finnish-speaking adults with Parkinson´s disease
    Nelly Penttilä, Lauri Tavi, Marianne Hyppönen, Katariina Rontu, Leena M. Rantala, Stefan Werner · 2022 · Clinical Linguistics & Phonetics
11. Intelligence model for Alzheimer’s disease detection with optimal trained deep hybrid model
    R.S. Rajasree, S. Brintha Rajakumari · 2023 · Web Intelligence
12. Comparative Analysis of COVID 19 Detection from Cough Speech Using Machine Learning Classifiers
    Soumya Mishra, Tusar Kanti Dash, Ganapati Panda, Amit Kumar, Sushant K. Singh · 2022 · Communications in computer and information science
13. Speech-related parameters are sensitive measures of acetylcholinesterase inhibitor therapy in mild Alzheimer’s disease
    Éva Hegedűs, Magdolna Pákáski, Gábor Gosztolya, Ildikó Hoffmann, Ildikó Kovács, János Kálmán · 2024 · PLoS ONE
14. Connected speech profiles in mild cognitive impairment reflect global cognition
    Sophie Pellerin, Bérengère Houzé, Christophe Bedetti, Natalie A. Phillips, Simona Maria Brambati · 2025 · Journal of Alzheimer s Disease
15. Face Mesh for Dementia Detection: Evaluating Data Augmentation in Deep Learning and Traditional Machine Learning
    Chuheng Zheng, Mondher Bouazizi, Taichi Okunishi, Tomoaki Otsuki Ohtsuki, Momoko Kitazawa, Toshiro Horigome, Taishiro Kishimoto · 2025 · IEEE Access
16. A Novel Speech-Aware Framework (SACENet) for Non-Invasive Detection of Alzheimer’s Disease
    U. Hemavathi, S. Durai · 2025 · International Conference on Soft Computing for Security Applications (ICSCSA)
17. Evaluating interval-based indices from tests of semantic verbal fluency for mild cognitive impairment: a systematic review
    Erin M Burke, Elizabeth Cousins, PHILLIP J. JUN. HAMRICK, John Gunstad · 2025 · Applied Neuropsychology Adult
18. Detecting CSF-validated Alzheimer’s disease from spontaneous speech in German: an interpretable end-to-end machine-learning framework
    Daniel Wiechmann, Elma Kerz, Milena Albrecht, Yu Qiao, João Pinho, Kathrin Reetz, Ana Sofia Costa · 2026 · Frontiers in Neurology
19. Applications of machine learning for speech-based biomarkers in early Alzheimer’s disease and mild cognitive impairment: a narrative review
    XU Jinming, Thayabaran Kathiresan, Alveena Siddiqui, Adam P. Vogel · 2026 · Future Neurology
20. Automated MoCA scoring for Arabic speakers using hybrid AI of multimodal speech, vision, and LLM integration
    Yara Jehad Rabaya, Sherin Asad Qarariya, Tuqa Murad Abualhaija, Asem A. Salah, Huthaifa I. Ashqar · 2026 · Frontiers in Psychology
21. The NeuroBel: A Screening Test for Verbal Language Impairment in Spanish-Speaking Elderly People With Cognitive Decline
    José Antonio Adrián, Geidy Bermúdez-Llusá, José María Caramés, María José Rodríguez-Parra, Juan Carlos Arango‐Lasprilla · 2023 · American Journal of Speech-Language Pathology
22. COMPROMISSIONI SEMANTICO-LESSICALI NEI PAZIENTI ITALOFONI AFFETTI DA DEMENZA: UN’ANALISI CORPUS-BASED
    Elena Martinelli, Gloria Gagliardi · 2023 · Italiano LinguaDue
23. Exploring Spoken Discourse and Its Neural Correlates in Women With Alzheimer's Disease With Low Levels of Education and Socioeconomic Status
    Bárbara Luzia Covatti Malcorra, Alberto Osa García, Karine Marcotte, Hanna de Paz, Lucas Porcello Schilling, Irênio Gomes da Silva Filho, Ricardo Bernardi Soder, Alexandre da Rosa Franco, Fernanda Loureiro, Lilian Cristine Hübner · 2023 · American Journal of Speech-Language Pathology
24. Using Tracking Device on Patients with Dementia: A Systematic Review
    Sheetal Barde, Sheela Upendra, Jasneet Kaur · 2023 · International Conference on Integration of Computational Intelligent System (ICICIS)
25. A PRISMA-driven Review of Speech Recognition based on English, Mandarin Chinese, Hindi and Urdu Language
    Muhammad Hazique Khatri, Humera Tariq, Maryam Feroze, Ebad Ali, Zeeshan Anjum Junaidi · 2024 · International Journal of Information Technology and Computer Science
26. Detección precoz del deterioro del lenguaje oral en el adulto mayor con déficit cognitivo: resultados de un estudio piloto en la población colombiana
    Carlos José De los Reyes Aragón, José Antonio Adrián, María José Rodríguez-Parra, Karina Cantillo Santis, Juan Carlos Arango‐Lasprilla · 2024 · Revista de Logopedia Foniatría y Audiología
27. The use of home-based conversations for detecting early dementia: Protocol for the CUBOId TV task
    Daniel Paul Kumpik, Raúl Santos‐Rodríguez, James Selwood, Elizabeth Jane Coulthard, Niall Twomey, Ian James Craddock, Yoav Ben‐Shlomo · 2022 · medRxiv
28. Speech Features for Monitoring Alzheimer’s Disease Using Random Forest Classifier
    Lior Hason · 2024
29. Speech Acoustic Markers Detect APOE-ε4 Carrier Status in Cognitively Healthy Individuals
    Maryam Tavakoli, Mehrdad Dadgostar, Jordan R. Green, David H. Salat, Steven Edward Arnold, Kathryn P. Connaghan, Brian D. Richburg, Nelson V. Barnett, Mariam Tkeshelashvili, Marziye Eshghi · 2025 · medRxiv
30. Performance on the Picture Description Tasks in Patients with Late Dementia of the Alzheimer’s Type
    Eda Can, Gülmira Kuruoğlu · 2020 · Psycholinguistics in a Modern World
31. ORAL EXPRESSION SKILLS OF PEOPLE WITH DEMENTIA
    Eda Can, Gülmira Kuruoğlu · 2021 · Psycholinguistics in a Modern World
32. Evaluating Web-Based Automatic Transcription for Alzheimer’s Speech Data: Transcript Comparison and Machine Learning Analysis (Preprint)
    Thomas Soroski, Thiago da Cunha Vasco, Sally May Newton‐Mason, Saffrin Granby, Caitlin Lewis, Anuj Harisinghani, Matteo Rizzo, Cristina Conati, Gabriel Murray, Giuseppe Carenini et al. · 2021
33. The performance of artificial intelligence-driven technologies in diagnosing mental disorders: An umbrella review (Preprint)
    Alaa Ali Abd-Alrazaq, Jens Schneider, Dari Alhuwail, Carla Tatiana Toro, Arfan Ahmed, Mohannad Alajlani, Mowafa Said Househ · 2021
34. Temporal analysis of spontaneous speech for early screening of cognitive impairment among the elderly
    Nóra Imre · 2023 · SZTE Repository of Dissertations (University of Szeged)
35. FORENSIC HANDWRITING ANALYSIS ENABLES THE DETECTION OF DEMENTIA CASES
    Yury Chernov · 2022 · ԴԱՏԱԿԱՆ ՓՈՐՁԱՔՆՆՈՒԹՅԱՆ ԵՎ ՔՐԵԱԳԻՏՈՒԹՅԱՆ ՀԱՅԿԱԿԱՆ ՀԱՆԴԵՍ
36. Digital Biomarkers for Alzheimer’s Disease
    Ye Lin Kim, Byoung‐Soo Shin, Ko Woon Kim · 2023 · Journal of the Korean Neurological Association
37. Machine Learning, Features, and Computational Approaches to Discourse Analysis
    Natasha Clarke, Peter Garrard · 2023 · Springer eBooks
38. Overcoming the Stigma of Alzheimer's Disease by Means of Natural Language Processing as well as Blockchain Technologies
    Rajdeep Chakraborty, Anupam Ghosh, Jyotsna Kumar Mandal, Tanupriya Choudhury, Prasenjit Chatterjee · 2024 · Wiley eBooks
39. Speech Features for Monitoring Alzheimer’s Disease Using Random Forest Classifier
    Lior Hason · 2024
40. Classification of Covid-19 RT-PCR Test Results Using Auto-encoder And Random Forest
    Andreas Nugroho Sihananto, Eristya Maya Safitri, Arif Widiasan Subagio, Muhammad Dafa Ardiansyah, Aditya Primayudha · 2023 · Nusantara Science and Technology Proceedings
41. Medial Temporal Lobe Subfields Correlate with Alzheimer's Cognitive Domains; Insights from High-Resolution T2 MRI of ADNI Database
    Parsa Saberian, Mehrdad Mozafar, Mohammad Sadeghi, Alma Dizjani, Ali Rajaeitabar, Ali Akherati, Fatemeh Eghdami-Chafi, Mehdi Sadeghi-Ronizi, Shayan Shakeri, Rezvaneh Rostami et al. · 2024 · Research Square
42. Structural Cerebral Correlates of Perplexity: Exploring a Linguistic Marker in Cognitive Aging
    Xingsong Wang, Christina Josefa Herold, Claudia Frankenberg, Ayimnisagul Ablimit, Tanja Schultz, Li Kong, Johannes Schröder · 2025 · PsyCh Journal
43. Interpretable Alzheimer’s Disease Detection with Minimal Data: Zero-Shot and Few-Shot Approaches Using Large Language Models
    Long Zhe Guo, Hong Liu, Hongyu Yang, Hu Chen, Wenchao Du, Yu Liu · 2025 · Communications in computer and information science
44. Associations Between Polygenic Risk for Alzheimer’s Disease and Grey Matter Volume Are Dependent on APOE, Pathological and Diagnostic Status
    Valerio Nocella, Riccardo Manca, Annalena Venneri · 2025 · Genes
45. Hot flashes linked to linguistic markers of cognitive impairment: observational study of social media posts
    Sigal Shaklai, Merav Serebro, Yona Greenman, Elad Yom‐Tov · 2025 · Menopause The Journal of The North American Menopause Society
46. Linguistic features from paragraph recall are markers of cognitive impairment
    Seho Park, Nicole Roth, Megan S. Barker, Sanford H. Auerbach, Thomas T. Perls, Stephanie Cosentino, Rhoda Au, David J. Libon, Paola Sebastiani, Stacy L. Andersen · 2026 · Journal of the International Neuropsychological Society
47. Additional file 3 of Connected speech features in non-English speakers with Alzheimer’s disease: protocol for scoping review
    Arpita Bose, Samrah Ahmed, Yesi Cheng, Aida Suarez Gonzalez · 2024 · Figshare
48. Additional file 2 of Connected speech features in non-English speakers with Alzheimer’s disease: protocol for scoping review
    Arpita Bose, Samrah Ahmed, Yesi Cheng, Aida Suarez Gonzalez · 2024 · Figshare
49. Additional file 1 of Connected speech features in non-English speakers with Alzheimer’s disease: protocol for scoping review
    Arpita Bose, Samrah Ahmed, Yesi Cheng, Aida Suarez Gonzalez · 2024 · Figshare
50. Multi-level fusion framework for Alzheimer’s recognition using speech and textual features
    Dhouha Guesmi, Hasna Njah, Yassine BenAyed · 2026 · Neurocomputing
51. Accuracy of an Artificial Intelligence Model to Predict Dementia Development with Additional Dental Checkup Data: A Retrospective Cohort Study
    Komei Iwai, Tetsuji Azuma, Takatoshi Yonenaga, Yasuyuki Sasai, Koichiro Tabata, Iwane Sugiura, Seiji Nakashima, Yoshikazu Nagase, Takaaki Tomofuji · 2026 · AI
52. How robust are linguistic markers of aging? The case of aging-related social media text
    Yan Cong, Jingying Hu, Timothy Reese, Hui Liu · 2026 · Natural Language Processing Journal
53. Speech and Language Biomarkers for Early Alzheimer's Detection: A Comparative Study Using SVM, Random Forest, and LSTM
    Vaishnavi Shiddewar, Disha Bhajipale, Palash Gourshettiwar, Sampada Burbure, Sonaji Bhusse, Vaishnavi Gatkine · 2026 · International Conference on Mobile Computing and Sustainable Informatics (ICMCSI)
54. Macroscale Cortical Hierarchy and Spontaneous Speech for Preclinical Alzheimer’s Disease: A Narrative Review Focused on Remote Screening and Longitudinal Prognosis
    Zhengwei Chen, Mingtian Lu, Zhejing Ding, Tianyang Guan, Zheng Lai, Zhongliang Li, Jing Huang, Guomin Huang, Yueling Lyu, Yu Liu · 2026 · Health
55. Novel applications of spoken language corpora: an automated screening method for cognitive ability based on grammatical features
    Xuanshu Chen, Jiaxuan Chen, Xindi Pan, Xiaojun Zhang, Shiwen Feng · 2026 · Humanities and Social Sciences Communications
56. Known-Answer Questions as Interactional Challenges in Dementia of the Alzheimer Type: A Single-Case Conversation Analysis
    Kaori Kyoda, Noriko Yamazaki, Chiaki Takahashi, Isao Matsushita · 2026 · Qualitative Research in Communication Differences and Disorders
57. Explainable Artificial Intelligence in Speech-Based Cognitive Decline Detection: A Systematic Review
    Ravi Shankar, Anjali Bundele, Amartya Mukhopadhyay · 2026 · Communications in computer and information science
58. Graph-Based Modeling of Disfluent Speech for Alzheimer’s Detection
    Carlos A. Olachea-Hernández, Luis Villaseñor-Pineda, Manuel Montes-y-Gómez, Fernando J. Martínez-Santiago · 2026 · Lecture notes in computer science
59. PROTOCOL: Barriers and Facilitators to the Adoption of Speech-Based Cognitive Screening Tools: A Protocol for Systematic Review of Qualitative Evidence
    Ravi Shankar, Vahul Sundar, Karen Sui Geok Chua · 2026 · Campbell Systematic Reviews
60. Unified Multimodal Review on Early Alzheimer’s Detection: Clinical, Imaging, Language, and Motor Signatures Using Machine Learning
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61. Development and validation of a machine learning model to detect psychiatric symptoms in Huntington’s disease using speech analysis
    Quang Nguyen, Hadrien Titeux, Rachid Riad, Renaud Massart, Graça Morgado, Katia Youssov, Emmanuel Dupoux A, Anne‐Catherine Bachoud‐Lévi · 2026 · PLoS ONE
62. Age-Inclusive Cognitive Monitoring in CUIs: How ASR Errors Affect Text-Based Dementia Biomarkers
    Andrew Murphy, Qi Chen, Kate Irene Forrest, Casey C. Bennett · 2026 · ACM Conference on Conversational User Interfaces (CUI)
63. Utilising speech-derived biomarkers to detect Alzheimer's disease with BERT-based language models: a machine learning study
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64. Artificial Intelligence for Alzheimer’s Disease Diagnosis: From Traditional Machine Learning to Large Language Models
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65. eGeMAPS-Based Detection of Alzheimer’s Disease in Russian Speech: A Pilot Study
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66. Latent Manifold Rectification for low-resource multimodal speech-based Alzheimer’s disease detection
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67. Remote Identification of APOE-ε4 Carrier Status in Cognitively Normal Adults via Speech Acoustics: Cross-Sectional Observational Study
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68. Network analysis reveals specific patterns of relationships between connected speech features in subjective cognitive decline
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