ki:elements
Speech Biomarkers
Cognition (SB-C)
Emotion & Motivation (SB-E)
Motor Function (SB-M)
Respiratory (SB-R)
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Research-based
innovation
Exploring the frontiers of
health
through science
At ki:elements, we are committed to advancing healthcare and clinical research through scientific innovation. Harnessing our cutting edge technologies, we collaborate with leading researchers, companies and institutions to achieve this goal.
OUR SCIENCE AT A GLANCE
Over 50 publications in leading journals
Over 30 studies & more than 12,000 patients
4 speech biomarkers & 8 therapeutic areas
EXPLORE OUR LATEST SCIENTIFIC CONTRIBUTIONS
Pioneering studies in
speech
biomarkers
Symptom group
Therapeutic Area
Type
Most Recent
Cognition
Emotion & Motivation
Motor function
Respiratory
Poster
Identifying People with Amyotrophic Lateral Sclerosis through an Automatic Dysarthria Score Across Multiple Languages
Thies et al., 2024
Symposium
Benefits of Automated Speech Analysis in Psychiatry
Menne et al., 2024
Scientific Article
The voice of depression: speech features as biomarkers for major depressive disorder
Menne et al., 2024
Poster
Automatic Measure of Speech Intelligibility as a Meaningful Digital Biomarker for Patients with Motor Speech Disorders
Linz et al., 2024
Poster
Memory features obtained through automated phone calls associate to the intensity of subjective cognitive decline in cognitively unimpaired individuals
Porta-Mas et al., 2024
Poster
Automatic Screening for CDR Stages in the Swedish H70 Birth Cohort Using a Digital Speech Biomarker for Cognition SB-C
Mallick et al., 2024
Poster
Screening for Cognitive Impairment across Four Different European Dementia Cohorts Using an Automatic Digital Cognitive Assessment
Tröger et al., 2024
Poster
Estimating the benefits of pre-screening Alzheimer’s trials using blood-based biomarkers and digital cognitive assessments
Linz et al., 2024
Talk
Assessing neuropsychiatric symptoms through speech analysis in early dementia patients
Alexopoulou et al., 2024
Scientific Article
Automated remote speech-based testing of individuals with cognitive decline: Bayesian agreement of transcription accuracy
König et al., 2024
Poster
Detecting impulsivity through speech in patients with Parkinson’s Disease: A principle proof study
Thies et al., 2024
Poster
The ki: SB-M intelligibility score — An automatic measure for intelligibility in motor speech disorders
Tröger et al., 2024
Poster
Speech biomarkers for dysarthria in Parkinson’s Disease — Clinical validation across two languages
Tröger et al., 2024
Poster
Speech pauses: biomarkers for differentiating depressed patients from healthy controls
Menne et al., 2024
Poster
Two-minute automated speech analysis: comparable performance to Beck Depression Inventory-II in distinguishing depressed and healthy individuals
Menne et al., 2024
Poster
Automated speech analysis for fatigue detection in multiple sclerosis
Dias et al., 2024
Poster
Automatic multilingual analysis of semantic verbal fluency for dementia screening in Swahili and English: a feasibility study
Linz et al., 2024
Scientific Article
User Experience of a (Semi-) Automated Cognitive Phone-Based Assessment Within a Memory Clinic Population
ter Huurne et al., 2024
Scientific Article
Detecting Fatigue in Multiple Sclerosis through Automatic Speech Analysis
Dias et al., 2024
Poster
Identification of underlying AD pathology in cognitively unimpaired individuals with subjective cognitive decline by the means of automated speech and language processing
Sánchez-Benavides et al., 2024
Talk
Associations between speech-based biomarkers of cognition and traditional neuropsychological assessments in a preclinical AD cohort
Alexopoulou et al., 2024
Poster
Memory features obtained through automated phone calls associate to the intensity of subjective cognitive decline in cognitively unimpaired individuals
Porta-Mas et al., 2024
Poster
Screening for Cognitive Impairment across Four Different European Dementia Cohorts Using an Automatic Digital Cognitive Assessment
Tröger et al., 2024
Poster
Automatic Screening for CDR Stages in the Swedish H70 Birth Cohort Using a Digital Speech Biomarker for Cognition SB-C
Mallick et al., 2024
Poster
Estimating the benefits of pre-screening Alzheimer’s trials using blood-based biomarkers and digital cognitive assessments
Linz et al., 2024
Talk
Assessing neuropsychiatric symptoms through speech analysis in early dementia patients
Alexopoulou et al., 2024
Scientific Article
Automated remote speech-based testing of individuals with cognitive decline: Bayesian agreement of transcription accuracy
König et al., 2024
Poster
Automated speech analysis for fatigue detection in multiple sclerosis
Dias et al., 2024
Poster
Automatic multilingual analysis of semantic verbal fluency for dementia screening in Swahili and English: a feasibility study
Linz et al., 2024
Scientific Article
User Experience of a (Semi-) Automated Cognitive Phone-Based Assessment Within a Memory Clinic Population
ter Huurne et al., 2024
Poster
Identification of underlying AD pathology in cognitively unimpaired individuals with subjective cognitive decline by the means of automated speech and language processing
Sánchez-Benavides et al., 2024
Talk
Associations between speech-based biomarkers of cognition and traditional neuropsychological assessments in a preclinical AD cohort
Alexopoulou et al., 2024
Invited Talk
Novel digital speech biomarker for early detection of Alzheimer’s Disease
König et al., 2024
Scientific Article
Modern scores for traditional tests – Review of the diagnostic potential of scores derived from word list learning tests in mild cognitive impairment and early Alzheimer’s Disease
Schäfer et al., 2024
Scientific Article
Cross-lingual examination of language features and cognitive scores from free speech
Lindsay et al., 2024
Book Chapter
Speech-based digital biomarkers for Alzheimer’s research
Schäfer et al., 2024
Poster
Usability of phone-based cognitive assessments for developing a digital speech-based biomarker for early detection of Alzheimer’s disease
Köhler et al., 2024
Poster
Distinct acoustic speech profiles differentiating AD and PD from a reading passage in Spanish
Tröger et al., 2024
Poster
Pause-related speech biomarkers measure cognitive impairment in MS
Schäfer et al., 2024
Poster
Optimizing Diagnostic Efficiency: Trade-Off Analysis of RAVLT Trials in Discriminating Mild and Subjective Cognitive Impairment
Dörr et al., 2024
Poster
Automatic Detection of Cheating Behavior on Remotely Conducted Word List Learning Tests Using Speech Analysis
Mallick et al., 2024
Scientific Article
The Reliability and Clinical Validation of Automatically-Derived Verbal Memory Features of the Verbal Learning Test in Early Diagnostics of Cognitive Impairment
Possemis et al., 2024
Poster
Linguistic features identify MS-related early cognitive impairment in narrative speech
Garthof et al., 2023
Poster
Validating an automatic phone-based speech biomarker measuring cognition SB-C against PACC5 and MoCA in the Swedish H70 epidemiological cohort
Tröger et al., 2023
Scientific Article
Dissociating memory and executive function impairment through temporal features in a word list verbal learning task
Dörr et al., 2023
Scientific Article
Validation of an Automated Speech Analysis of Cognitive Tasks within a Semiautomated Phone Assessment
ter Huurne et al., 2023
Scientific Article
PROSA—a multicenter prospective observational study to develop low-burden digital speech biomarkers in ALS and FTD
Tröger et al., 2023
Poster
Association of Speech and Language features with Biomarkers in Early Stage Alzheimer patients
König et al., 2023
Scientific Article
Screening for Mild Cognitive Impairment Using a Machine Learning Classifier and the Remote Speech Biomarker for Cognition: Evidence from Two Clinically Relevant Cohorts
Schäfer et al., 2023
Scientific Article
The Accuracy of Speech and Linguistic Analysis in Early Diagnostics of Neurocognitive Disorders in a Memory Clinic Setting
ter Huurne et al., 2023
Scientific Article
Screening over Speech in Unselected Populations for Clinical Trials in AD (PROSPECT-AD): Study Design and Protocol
König et al., 2024
Scientific Article
Dementia vs Depression: new methods for differential diagnosis using automatic speech analysis
Labbé et al., 2022
Scientific Article
Screening for MCI in the Swedish H70 Birth Cohort Study using digital automatic speech biomarker tests for cognition and a machine Learning classifier
Skoog et al., 2022
Poster
Pre-Screening Prodromal AD Trial Populations over the Telephone Using a Speech Biomarker for Cognition — Preliminary Results from AUTONOMY Phase 2 AD Trial Recruitment
Ruhmel et al., 2022
Scientific Article
Multimodal MRI cerebral correlates of verbal fluency switching and its impairment in women with depression
Domain et al., 2022
Press Release
ki:elements publishes new validation results on remote speech biomarker for cognition (SB-C) in early Alzheimer’s disease
Scientific Article
Validation of the Remote Automated ki:e Speech Biomarker for Cognition in Mild Cognitive Impairment: Verification and Validation following DiME V3 Framework
Tröger et al., 2022
Poster
Dementia vs. Depression: new methods for differential diagnosis using automatic speech analysis
Labbé et al., 2022
Poster
Validation of the ki:e SB-C: a Novel Digital Speech Biomarker for Cognition in a Dutch Memory Clinic Population
Linz et al., 2022
Poster
Screening for MCI in the Swedish H70 Birth Cohort Study using digital automatic speech biomarker tests for cognition and a machine Learning classifier
Skoog et al., 2022
Scientific Article
Generating Synthetic Clinical Speech Data through Simulated ASR Deletion Error
Lindsay et al., 2022
Scientific Article
Remote data collection speech analysis and prediction of the identification of Alzheimer’s disease biomarkers in people at risk for Alzheimer’s disease dementia: the Speech on the Phone Assessment (SPeAk) prospective observational study protocol
Gregory et al., 2022
Scientific Article
Artificial Intelligence empowered recruitment for clinical trials
Linz et al., 2021
Scientific Article
Remote cognitive assessment of older adults in rural areas by telemedicine and automatic speech and video analysis
König et al., 2021
Scientific Article
Automated speech analysis for detection of cognitive and emotional changes
König et al., 2021
Validation ki:e SB-C
Scientific Article
Validation of a digital, tablet‐based version of the Trail Making Test in the ∆elta platform
Baykara et al., 2022
Poster
PROSPECT-AD: Population-based screening over speech for clinical trials in AD
König et al., 2021
Scientific Article
Measuring neuropsychiatric symptoms in patients with early cognitive decline using speech analysis
König et al., 2021
Press Release
ki:e SB-C
Scientific Article
Multilingual Learning for Mild Cognitive Impairment Screening from a Clinical Speech Task
Lindsay et al., 2021
Symposium
Benefits of Automated Speech Analysis in Psychiatry
Menne et al., 2024
Scientific Article
The voice of depression: speech features as biomarkers for major depressive disorder
Menne et al., 2024
Talk
Assessing neuropsychiatric symptoms through speech analysis in early dementia patients
Alexopoulou et al., 2024
Poster
Speech pauses: biomarkers for differentiating depressed patients from healthy controls
Menne et al., 2024
Poster
Two-minute automated speech analysis: comparable performance to Beck Depression Inventory-II in distinguishing depressed and healthy individuals
Menne et al., 2024
Poster
Automatically extracted linguistic features of MADRS clinical interview are associated with depression severity
Ettore et al., 2024
Poster
Speech biomarkers modelling depression severity
Menne et al., 2024
Scientific Article
Predicting Depression Severity from Spontaneous Speech as Prompted by a Virtual Agent
König et al., 2023
Scientific Article
Detecting subtle signs of depression with automated speech analysis in a non-clinical sample
König et al., 2022
Scientific Article
Dementia vs Depression: new methods for differential diagnosis using automatic speech analysis
Labbé et al., 2022
Scientific Article
Multimodal MRI cerebral correlates of verbal fluency switching and its impairment in women with depression
Domain et al., 2022
Poster
Dementia vs. Depression: new methods for differential diagnosis using automatic speech analysis
Labbé et al., 2022
Scientific Article
Automated speech analysis for detection of cognitive and emotional changes
König et al., 2021
Scientific Article
Measuring Stress in Health Professionals Over the Phone Using Automatic Speech Analysis During the COVID-19 Pandemic: Observational Pilot Study
König et al., 2021
Scientific Article
Use of automated speech analysis and facial emotion measurements on videos to assess the effects of relaxation devices: a pilot study
Guyon et al., 2020
Poster
Identifying People with Amyotrophic Lateral Sclerosis through an Automatic Dysarthria Score Across Multiple Languages
Thies et al., 2024
Poster
Automatic Measure of Speech Intelligibility as a Meaningful Digital Biomarker for Patients with Motor Speech Disorders
Linz et al., 2024
Poster
Detecting impulsivity through speech in patients with Parkinson’s Disease: A principle proof study
Thies et al., 2024
Poster
The ki: SB-M intelligibility score — An automatic measure for intelligibility in motor speech disorders
Tröger et al., 2024
Poster
Speech biomarkers for dysarthria in Parkinson’s Disease — Clinical validation across two languages
Tröger et al., 2024
Poster
Automated speech analysis for fatigue detection in multiple sclerosis
Dias et al., 2024
Scientific Article
Detecting Fatigue in Multiple Sclerosis through Automatic Speech Analysis
Dias et al., 2024
Scientific Article
An automatic measure for speech intelligibility in dysarthrias – Validation across multiple languages and neurological disorders
Tröger et al., 2024
Poster
Acoustic speech features from a picture description task measure bulbar symptoms in ALS
Lindsay et al., 2024
Scientific Article
Speech biomarkers for dysarthria in Parkinson’s Disease — Clinical validation across Spanish and Czech languages
Baykara et al., 2024
Poster
Low-burden digital speech biomarkers for early diagnosis and prognosis in Parkinson’s Disease: study design and protocol
Jäck et al., 2024
Poster
Using acoustic speech biomarkers to detect isolated REM sleep behavior disorder
Tröger et al., 2024
Poster
Building and evaluating a speech biomarker from 2-seconds sustained phonation to detect and monitor Parkinson’s disease
Tröger et al., 2023
Scientific Article
PROSA—a multicenter prospective observational study to develop low-burden digital speech biomarkers in ALS and FTD
Tröger et al., 2023
Scientific Article
PROSA—a multicenter prospective observational study to develop low-burden digital speech biomarkers in ALS and FTD
Tröger et al., 2023
Most recent
Alzheimer's Disease
Depression
Apathy
MCI
Stress
Multiple sclerosis
ALS
Parkinson disease
Other
Poster
Identifying People with Amyotrophic Lateral Sclerosis through an Automatic Dysarthria Score Across Multiple Languages
Thies et al., 2024
Symposium
Benefits of Automated Speech Analysis in Psychiatry
Menne et al., 2024
Scientific Article
The voice of depression: speech features as biomarkers for major depressive disorder
Menne et al., 2024
Poster
Automatic Measure of Speech Intelligibility as a Meaningful Digital Biomarker for Patients with Motor Speech Disorders
Linz et al., 2024
Poster
Memory features obtained through automated phone calls associate to the intensity of subjective cognitive decline in cognitively unimpaired individuals
Porta-Mas et al., 2024
Poster
Automatic Screening for CDR Stages in the Swedish H70 Birth Cohort Using a Digital Speech Biomarker for Cognition SB-C
Mallick et al., 2024
Poster
Screening for Cognitive Impairment across Four Different European Dementia Cohorts Using an Automatic Digital Cognitive Assessment
Tröger et al., 2024
Poster
Estimating the benefits of pre-screening Alzheimer’s trials using blood-based biomarkers and digital cognitive assessments
Linz et al., 2024
Talk
Assessing neuropsychiatric symptoms through speech analysis in early dementia patients
Alexopoulou et al., 2024
Scientific Article
Automated remote speech-based testing of individuals with cognitive decline: Bayesian agreement of transcription accuracy
König et al., 2024
Poster
Detecting impulsivity through speech in patients with Parkinson’s Disease: A principle proof study
Thies et al., 2024
Poster
The ki: SB-M intelligibility score — An automatic measure for intelligibility in motor speech disorders
Tröger et al., 2024
Poster
Speech biomarkers for dysarthria in Parkinson’s Disease — Clinical validation across two languages
Tröger et al., 2024
Poster
Speech pauses: biomarkers for differentiating depressed patients from healthy controls
Menne et al., 2024
Poster
Two-minute automated speech analysis: comparable performance to Beck Depression Inventory-II in distinguishing depressed and healthy individuals
Menne et al., 2024
Poster
Automated speech analysis for fatigue detection in multiple sclerosis
Dias et al., 2024
Poster
Automatic multilingual analysis of semantic verbal fluency for dementia screening in Swahili and English: a feasibility study
Linz et al., 2024
Scientific Article
User Experience of a (Semi-) Automated Cognitive Phone-Based Assessment Within a Memory Clinic Population
ter Huurne et al., 2024
Scientific Article
Detecting Fatigue in Multiple Sclerosis through Automatic Speech Analysis
Dias et al., 2024
Poster
Identification of underlying AD pathology in cognitively unimpaired individuals with subjective cognitive decline by the means of automated speech and language processing
Sánchez-Benavides et al., 2024
Talk
Associations between speech-based biomarkers of cognition and traditional neuropsychological assessments in a preclinical AD cohort
Alexopoulou et al., 2024
Poster
Screening for Cognitive Impairment across Four Different European Dementia Cohorts Using an Automatic Digital Cognitive Assessment
Tröger et al., 2024
Poster
Automatic Screening for CDR Stages in the Swedish H70 Birth Cohort Using a Digital Speech Biomarker for Cognition SB-C
Mallick et al., 2024
Poster
Estimating the benefits of pre-screening Alzheimer’s trials using blood-based biomarkers and digital cognitive assessments
Linz et al., 2024
Talk
Assessing neuropsychiatric symptoms through speech analysis in early dementia patients
Alexopoulou et al., 2024
Scientific Article
Automated remote speech-based testing of individuals with cognitive decline: Bayesian agreement of transcription accuracy
König et al., 2024
Poster
Automatic multilingual analysis of semantic verbal fluency for dementia screening in Swahili and English: a feasibility study
Linz et al., 2024
Poster
Identification of underlying AD pathology in cognitively unimpaired individuals with subjective cognitive decline by the means of automated speech and language processing
Sánchez-Benavides et al., 2024
Talk
Associations between speech-based biomarkers of cognition and traditional neuropsychological assessments in a preclinical AD cohort
Alexopoulou et al., 2024
Invited Talk
Novel digital speech biomarker for early detection of Alzheimer’s Disease
König et al., 2024
Scientific Article
Modern scores for traditional tests – Review of the diagnostic potential of scores derived from word list learning tests in mild cognitive impairment and early Alzheimer’s Disease
Schäfer et al., 2024
Scientific Article
Cross-lingual examination of language features and cognitive scores from free speech
Lindsay et al., 2024
Book Chapter
Speech-based digital biomarkers for Alzheimer’s research
Schäfer et al., 2024
Poster
Usability of phone-based cognitive assessments for developing a digital speech-based biomarker for early detection of Alzheimer’s disease
Köhler et al., 2024
Poster
Distinct acoustic speech profiles differentiating AD and PD from a reading passage in Spanish
Tröger et al., 2024
Poster
Optimizing Diagnostic Efficiency: Trade-Off Analysis of RAVLT Trials in Discriminating Mild and Subjective Cognitive Impairment
Dörr et al., 2024
Poster
Automatic Detection of Cheating Behavior on Remotely Conducted Word List Learning Tests Using Speech Analysis
Mallick et al., 2024
Scientific Article
The Reliability and Clinical Validation of Automatically-Derived Verbal Memory Features of the Verbal Learning Test in Early Diagnostics of Cognitive Impairment
Possemis et al., 2024
Poster
Validating an automatic phone-based speech biomarker measuring cognition SB-C against PACC5 and MoCA in the Swedish H70 epidemiological cohort
Tröger et al., 2023
Scientific Article
Dissociating memory and executive function impairment through temporal features in a word list verbal learning task
Dörr et al., 2023
Poster
Association of Speech and Language features with Biomarkers in Early Stage Alzheimer patients
König et al., 2023
Scientific Article
Screening for Mild Cognitive Impairment Using a Machine Learning Classifier and the Remote Speech Biomarker for Cognition: Evidence from Two Clinically Relevant Cohorts
Schäfer et al., 2023
Scientific Article
Screening over Speech in Unselected Populations for Clinical Trials in AD (PROSPECT-AD): Study Design and Protocol
König et al., 2024
Scientific Article
Dementia vs Depression: new methods for differential diagnosis using automatic speech analysis
Labbé et al., 2022
Scientific Article
Screening for MCI in the Swedish H70 Birth Cohort Study using digital automatic speech biomarker tests for cognition and a machine Learning classifier
Skoog et al., 2022
Poster
Pre-Screening Prodromal AD Trial Populations over the Telephone Using a Speech Biomarker for Cognition — Preliminary Results from AUTONOMY Phase 2 AD Trial Recruitment
Ruhmel et al., 2022
Press Release
ki:elements publishes new validation results on remote speech biomarker for cognition (SB-C) in early Alzheimer’s disease
Poster
Dementia vs. Depression: new methods for differential diagnosis using automatic speech analysis
Labbé et al., 2022
Poster
Validation of the ki:e SB-C: a Novel Digital Speech Biomarker for Cognition in a Dutch Memory Clinic Population
Linz et al., 2022
Poster
Screening for MCI in the Swedish H70 Birth Cohort Study using digital automatic speech biomarker tests for cognition and a machine Learning classifier
Skoog et al., 2022
Scientific Article
Generating Synthetic Clinical Speech Data through Simulated ASR Deletion Error
Lindsay et al., 2022
Scientific Article
Remote data collection speech analysis and prediction of the identification of Alzheimer’s disease biomarkers in people at risk for Alzheimer’s disease dementia: the Speech on the Phone Assessment (SPeAk) prospective observational study protocol
Gregory et al., 2022
Scientific Article
Artificial Intelligence empowered recruitment for clinical trials
Linz et al., 2021
Scientific Article
Remote cognitive assessment of older adults in rural areas by telemedicine and automatic speech and video analysis
König et al., 2021
Scientific Article
Automated speech analysis for detection of cognitive and emotional changes
König et al., 2021
Validation ki:e SB-C
Poster
PROSPECT-AD: Population-based screening over speech for clinical trials in AD
König et al., 2021
Press Release
ki:e SB-C
Scientific Article
Remote cognitive assessment of older adults in rural areas by telemedicine and automatic speech and video analysis: protocol for a cross-over feasibility study
König et al., 2021
Talk
Automated speech analysis for detection of cognitive and emotional changes
ter Huurne et al., 2021
Poster
Remote Cognitive Assessment of Older Adults in Rural Areas by Telemedicine and Automatic Speech & Video Analysis
König et al., 2021
Scientific Article
Dissociating Semantic and Phonemic Search Strategies in the Phonemic Verbal Fluency Task in early Dementia
Lindsay et al., 2021
Scientific Article
Language impairment in Alzheimer’s disease—robust and explainable evidence for AD-related deterioration of spontaneous speech through multilingual machine learning
Lindsay et al., 2021
Scientific Article
What Difference Does It Make? Early Dementia Detection Using the Semantic and Phonemic Verbal Fluency Task
Lindsay et al., 2020
Scientific Article
Automatic Data-Driven Approaches for Evaluating the Phonemic Verbal Fluency Task with Healthy Adults
Lindsay et al., 2019
Scientific Article
Multilingual prediction of Alzheimer’s disease through domain adaptation and concept-based language modeling
Fraser et al., 2019
Scientific Article
Exploitation vs. exploration—computational temporal and semantic analysis explains semantic verbal fluency impairment in Alzheimer’s disease
Tröger et al., 2019
Scientific Article
Telephone-Based Dementia Screening I: Automated Semantic Verbal Fluency Assessment
Tröger et al., 2018
Scientific Article
Language Modelling for the Clinical Semantic Verbal Fluency Task
Linz et al., 2018
Scientific Article
Fully automatic speech-based analysis of the semantic verbal fluency task
König et al., 2018
Scientific Article
Predicting dementia screening and staging scores from semantic verbal fluency performance
Linz et al., 2017
Scientific Article
The voice of depression: speech features as biomarkers for major depressive disorder
Menne et al., 2024
Talk
Assessing neuropsychiatric symptoms through speech analysis in early dementia patients
Alexopoulou et al., 2024
Poster
Speech pauses: biomarkers for differentiating depressed patients from healthy controls
Menne et al., 2024
Poster
Two-minute automated speech analysis: comparable performance to Beck Depression Inventory-II in distinguishing depressed and healthy individuals
Menne et al., 2024
Poster
Automatically extracted linguistic features of MADRS clinical interview are associated with depression severity
Ettore et al., 2024
Poster
Speech biomarkers modelling depression severity
Menne et al., 2024
Scientific Article
Predicting Depression Severity from Spontaneous Speech as Prompted by a Virtual Agent
König et al., 2023
Scientific Article
Detecting subtle signs of depression with automated speech analysis in a non-clinical sample
König et al., 2022
Scientific Article
Dementia vs Depression: new methods for differential diagnosis using automatic speech analysis
Labbé et al., 2022
Scientific Article
Multimodal MRI cerebral correlates of verbal fluency switching and its impairment in women with depression
Domain et al., 2022
Poster
Dementia vs. Depression: new methods for differential diagnosis using automatic speech analysis
Labbé et al., 2022
Scientific Article
Measuring neuropsychiatric symptoms in patients with early cognitive decline using speech analysis
König et al., 2021
Talk
Assessing neuropsychiatric symptoms through speech analysis in early dementia patients
Alexopoulou et al., 2024
Scientific Article
Predicting Depression Severity from Spontaneous Speech as Prompted by a Virtual Agent
König et al., 2023
Scientific Article
Detecting subtle signs of depression with automated speech analysis in a non-clinical sample
König et al., 2022
Scientific Article
Measuring neuropsychiatric symptoms in patients with early cognitive decline using speech analysis
König et al., 2021
Scientific Article
Detecting apathy in older adults with cognitive disorders using automatic speech analysis
König et al., 2019
Poster
Screening for Cognitive Impairment across Four Different European Dementia Cohorts Using an Automatic Digital Cognitive Assessment
Tröger et al., 2024
Poster
Automatic Screening for CDR Stages in the Swedish H70 Birth Cohort Using a Digital Speech Biomarker for Cognition SB-C
Mallick et al., 2024
Poster
Memory features obtained through automated phone calls associate to the intensity of subjective cognitive decline in cognitively unimpaired individuals
Porta-Mas et al., 2024
Poster
Estimating the benefits of pre-screening Alzheimer’s trials using blood-based biomarkers and digital cognitive assessments
Linz et al., 2024
Talk
Assessing neuropsychiatric symptoms through speech analysis in early dementia patients
Alexopoulou et al., 2024
Scientific Article
Automated remote speech-based testing of individuals with cognitive decline: Bayesian agreement of transcription accuracy
König et al., 2024
Scientific Article
User Experience of a (Semi-) Automated Cognitive Phone-Based Assessment Within a Memory Clinic Population
ter Huurne et al., 2024
Scientific Article
Modern scores for traditional tests – Review of the diagnostic potential of scores derived from word list learning tests in mild cognitive impairment and early Alzheimer’s Disease
Schäfer et al., 2024
Poster
Optimizing Diagnostic Efficiency: Trade-Off Analysis of RAVLT Trials in Discriminating Mild and Subjective Cognitive Impairment
Dörr et al., 2024
Scientific Article
The Reliability and Clinical Validation of Automatically-Derived Verbal Memory Features of the Verbal Learning Test in Early Diagnostics of Cognitive Impairment
Possemis et al., 2024
Poster
Validating an automatic phone-based speech biomarker measuring cognition SB-C against PACC5 and MoCA in the Swedish H70 epidemiological cohort
Tröger et al., 2023
Scientific Article
Dissociating memory and executive function impairment through temporal features in a word list verbal learning task
Dörr et al., 2023
Scientific Article
Validation of an Automated Speech Analysis of Cognitive Tasks within a Semiautomated Phone Assessment
ter Huurne et al., 2023
Poster
Association of Speech and Language features with Biomarkers in Early Stage Alzheimer patients
König et al., 2023
Scientific Article
Screening for Mild Cognitive Impairment Using a Machine Learning Classifier and the Remote Speech Biomarker for Cognition: Evidence from Two Clinically Relevant Cohorts
Schäfer et al., 2023
Scientific Article
The Accuracy of Speech and Linguistic Analysis in Early Diagnostics of Neurocognitive Disorders in a Memory Clinic Setting
ter Huurne et al., 2023
Scientific Article
Dementia vs Depression: new methods for differential diagnosis using automatic speech analysis
Labbé et al., 2022
Scientific Article
Screening for MCI in the Swedish H70 Birth Cohort Study using digital automatic speech biomarker tests for cognition and a machine Learning classifier
Skoog et al., 2022
Scientific Article
Validation of the Remote Automated ki:e Speech Biomarker for Cognition in Mild Cognitive Impairment: Verification and Validation following DiME V3 Framework
Tröger et al., 2022
Poster
Dementia vs. Depression: new methods for differential diagnosis using automatic speech analysis
Labbé et al., 2022
Poster
Screening for MCI in the Swedish H70 Birth Cohort Study using digital automatic speech biomarker tests for cognition and a machine Learning classifier
Skoog et al., 2022
Scientific Article
Generating Synthetic Clinical Speech Data through Simulated ASR Deletion Error
Lindsay et al., 2022
Scientific Article
Remote cognitive assessment of older adults in rural areas by telemedicine and automatic speech and video analysis
König et al., 2021
Scientific Article
Automated speech analysis for detection of cognitive and emotional changes
König et al., 2021
Scientific Article
Measuring neuropsychiatric symptoms in patients with early cognitive decline using speech analysis
König et al., 2021
Press Release
ki:e SB-C
Scientific Article
Multilingual Learning for Mild Cognitive Impairment Screening from a Clinical Speech Task
Lindsay et al., 2021
Scientific Article
Remote cognitive assessment of older adults in rural areas by telemedicine and automatic speech and video analysis: protocol for a cross-over feasibility study
König et al., 2021
Talk
Automated speech analysis for detection of cognitive and emotional changes
ter Huurne et al., 2021
Poster
Remote Cognitive Assessment of Older Adults in Rural Areas by Telemedicine and Automatic Speech & Video Analysis
König et al., 2021
Scientific Article
Patients with amnestic MCI fail to adapt executive control when repeatedly tested with semantic verbal fluency tasks
Tröger et al., 2021
Scientific Article
Dissociating Semantic and Phonemic Search Strategies in the Phonemic Verbal Fluency Task in early Dementia
Lindsay et al., 2021
Scientific Article
Temporal Analysis of the Semantic Verbal Fluency Task in Persons with Subjective and Mild Cognitive Impairment
Linz et al, 2019
Scientific Article
Multilingual prediction of Alzheimer’s disease through domain adaptation and concept-based language modeling
Fraser et al., 2019
Scientific Article
Exploitation vs. exploration—computational temporal and semantic analysis explains semantic verbal fluency impairment in Alzheimer’s disease
Tröger et al., 2019
Scientific Article
Fully automatic speech-based analysis of the semantic verbal fluency task
König et al., 2018
Scientific Article
Using neural word embeddings in the analysis of the clinical semantic verbal fluency task
Linz et al., 2017
Scientific Article
Automatic speech analysis for the assessment of patients with predementia and Alzheimer’s disease
König et al., 2015
Scientific Article
Measuring Stress in Health Professionals Over the Phone Using Automatic Speech Analysis During the COVID-19 Pandemic: Observational Pilot Study
König et al., 2021
Scientific Article
Use of automated speech analysis and facial emotion measurements on videos to assess the effects of relaxation devices: a pilot study
Guyon et al., 2020
Poster
Automated speech analysis for fatigue detection in multiple sclerosis
Dias et al., 2024
Scientific Article
Detecting Fatigue in Multiple Sclerosis through Automatic Speech Analysis
Dias et al., 2024
Poster
Pause-related speech biomarkers measure cognitive impairment in MS
Schäfer et al., 2024
Poster
Linguistic features identify MS-related early cognitive impairment in narrative speech
Garthof et al., 2023
Poster
Identifying People with Amyotrophic Lateral Sclerosis through an Automatic Dysarthria Score Across Multiple Languages
Thies et al., 2024
Poster
The ki: SB-M intelligibility score — An automatic measure for intelligibility in motor speech disorders
Tröger et al., 2024
Scientific Article
An automatic measure for speech intelligibility in dysarthrias – Validation across multiple languages and neurological disorders
Tröger et al., 2024
Poster
Acoustic speech features from a picture description task measure bulbar symptoms in ALS
Lindsay et al., 2024
Scientific Article
PROSA—a multicenter prospective observational study to develop low-burden digital speech biomarkers in ALS and FTD
Tröger et al., 2023
Scientific Article
Automatic detection of language impairment in ALS
Lindsay et al., 2019
Poster
Automatic Measure of Speech Intelligibility as a Meaningful Digital Biomarker for Patients with Motor Speech Disorders
Linz et al., 2024
Poster
Detecting impulsivity through speech in patients with Parkinson’s Disease: A principle proof study
Thies et al., 2024
Poster
The ki: SB-M intelligibility score — An automatic measure for intelligibility in motor speech disorders
Tröger et al., 2024
Poster
Speech biomarkers for dysarthria in Parkinson’s Disease — Clinical validation across two languages
Tröger et al., 2024
Scientific Article
An automatic measure for speech intelligibility in dysarthrias – Validation across multiple languages and neurological disorders
Tröger et al., 2024
Scientific Article
Speech biomarkers for dysarthria in Parkinson’s Disease — Clinical validation across Spanish and Czech languages
Baykara et al., 2024
Poster
Low-burden digital speech biomarkers for early diagnosis and prognosis in Parkinson’s Disease: study design and protocol
Jäck et al., 2024
Poster
Using acoustic speech biomarkers to detect isolated REM sleep behavior disorder
Tröger et al., 2024
Poster
Distinct acoustic speech profiles differentiating AD and PD from a reading passage in Spanish
Tröger et al., 2024
Poster
Building and evaluating a speech biomarker from 2-seconds sustained phonation to detect and monitor Parkinson’s disease
Tröger et al., 2023
Scientific Article
An automatic measure for speech intelligibility in dysarthrias – Validation across multiple languages and neurological disorders
Tröger et al., 2024
Scientific Article
Validation of a digital, tablet‐based version of the Trail Making Test in the ∆elta platform
Baykara et al., 2022
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Journal article
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Posters & Presentations
Poster
Identifying People with Amyotrophic Lateral Sclerosis through an Automatic Dysarthria Score Across Multiple Languages
Thies et al., 2024
Symposium
Benefits of Automated Speech Analysis in Psychiatry
Menne et al., 2024
Scientific Article
The voice of depression: speech features as biomarkers for major depressive disorder
Menne et al., 2024
Poster
Automatic Measure of Speech Intelligibility as a Meaningful Digital Biomarker for Patients with Motor Speech Disorders
Linz et al., 2024
Poster
Memory features obtained through automated phone calls associate to the intensity of subjective cognitive decline in cognitively unimpaired individuals
Porta-Mas et al., 2024
Poster
Automatic Screening for CDR Stages in the Swedish H70 Birth Cohort Using a Digital Speech Biomarker for Cognition SB-C
Mallick et al., 2024
Poster
Screening for Cognitive Impairment across Four Different European Dementia Cohorts Using an Automatic Digital Cognitive Assessment
Tröger et al., 2024
Poster
Estimating the benefits of pre-screening Alzheimer’s trials using blood-based biomarkers and digital cognitive assessments
Linz et al., 2024
Talk
Assessing neuropsychiatric symptoms through speech analysis in early dementia patients
Alexopoulou et al., 2024
Scientific Article
Automated remote speech-based testing of individuals with cognitive decline: Bayesian agreement of transcription accuracy
König et al., 2024
Poster
Detecting impulsivity through speech in patients with Parkinson’s Disease: A principle proof study
Thies et al., 2024
Poster
The ki: SB-M intelligibility score — An automatic measure for intelligibility in motor speech disorders
Tröger et al., 2024
Poster
Speech biomarkers for dysarthria in Parkinson’s Disease — Clinical validation across two languages
Tröger et al., 2024
Poster
Speech pauses: biomarkers for differentiating depressed patients from healthy controls
Menne et al., 2024
Poster
Two-minute automated speech analysis: comparable performance to Beck Depression Inventory-II in distinguishing depressed and healthy individuals
Menne et al., 2024
Poster
Automated speech analysis for fatigue detection in multiple sclerosis
Dias et al., 2024
Poster
Automatic multilingual analysis of semantic verbal fluency for dementia screening in Swahili and English: a feasibility study
Linz et al., 2024
Scientific Article
User Experience of a (Semi-) Automated Cognitive Phone-Based Assessment Within a Memory Clinic Population
ter Huurne et al., 2024
Scientific Article
Detecting Fatigue in Multiple Sclerosis through Automatic Speech Analysis
Dias et al., 2024
Poster
Identification of underlying AD pathology in cognitively unimpaired individuals with subjective cognitive decline by the means of automated speech and language processing
Sánchez-Benavides et al., 2024
Talk
Associations between speech-based biomarkers of cognition and traditional neuropsychological assessments in a preclinical AD cohort
Alexopoulou et al., 2024
Scientific Article
The voice of depression: speech features as biomarkers for major depressive disorder
Menne et al., 2024
Scientific Article
Automated remote speech-based testing of individuals with cognitive decline: Bayesian agreement of transcription accuracy
König et al., 2024
Scientific Article
User Experience of a (Semi-) Automated Cognitive Phone-Based Assessment Within a Memory Clinic Population
ter Huurne et al., 2024
Scientific Article
Detecting Fatigue in Multiple Sclerosis through Automatic Speech Analysis
Dias et al., 2024
Scientific Article
An automatic measure for speech intelligibility in dysarthrias – Validation across multiple languages and neurological disorders
Tröger et al., 2024
Scientific Article
Modern scores for traditional tests – Review of the diagnostic potential of scores derived from word list learning tests in mild cognitive impairment and early Alzheimer’s Disease
Schäfer et al., 2024
Scientific Article
Cross-lingual examination of language features and cognitive scores from free speech
Lindsay et al., 2024
Scientific Article
Speech biomarkers for dysarthria in Parkinson’s Disease — Clinical validation across Spanish and Czech languages
Baykara et al., 2024
Book Chapter
Speech-based digital biomarkers for Alzheimer’s research
Schäfer et al., 2024
Scientific Article
The Reliability and Clinical Validation of Automatically-Derived Verbal Memory Features of the Verbal Learning Test in Early Diagnostics of Cognitive Impairment
Possemis et al., 2024
Scientific Article
Dissociating memory and executive function impairment through temporal features in a word list verbal learning task
Dörr et al., 2023
Scientific Article
Validation of an Automated Speech Analysis of Cognitive Tasks within a Semiautomated Phone Assessment
ter Huurne et al., 2023
Scientific Article
PROSA—a multicenter prospective observational study to develop low-burden digital speech biomarkers in ALS and FTD
Tröger et al., 2023
Scientific Article
Predicting Depression Severity from Spontaneous Speech as Prompted by a Virtual Agent
König et al., 2023
Scientific Article
Screening for Mild Cognitive Impairment Using a Machine Learning Classifier and the Remote Speech Biomarker for Cognition: Evidence from Two Clinically Relevant Cohorts
Schäfer et al., 2023
Scientific Article
The Accuracy of Speech and Linguistic Analysis in Early Diagnostics of Neurocognitive Disorders in a Memory Clinic Setting
ter Huurne et al., 2023
Scientific Article
Screening over Speech in Unselected Populations for Clinical Trials in AD (PROSPECT-AD): Study Design and Protocol
König et al., 2024
Scientific Article
Detecting subtle signs of depression with automated speech analysis in a non-clinical sample
König et al., 2022
Scientific Article
Dementia vs Depression: new methods for differential diagnosis using automatic speech analysis
Labbé et al., 2022
Scientific Article
Screening for MCI in the Swedish H70 Birth Cohort Study using digital automatic speech biomarker tests for cognition and a machine Learning classifier
Skoog et al., 2022
Scientific Article
Multimodal MRI cerebral correlates of verbal fluency switching and its impairment in women with depression
Domain et al., 2022
Scientific Article
Validation of the Remote Automated ki:e Speech Biomarker for Cognition in Mild Cognitive Impairment: Verification and Validation following DiME V3 Framework
Tröger et al., 2022
Scientific Article
Generating Synthetic Clinical Speech Data through Simulated ASR Deletion Error
Lindsay et al., 2022
Scientific Article
Remote data collection speech analysis and prediction of the identification of Alzheimer’s disease biomarkers in people at risk for Alzheimer’s disease dementia: the Speech on the Phone Assessment (SPeAk) prospective observational study protocol
Gregory et al., 2022
Scientific Article
Artificial Intelligence empowered recruitment for clinical trials
Linz et al., 2021
Scientific Article
Remote cognitive assessment of older adults in rural areas by telemedicine and automatic speech and video analysis
König et al., 2021
Scientific Article
Automated speech analysis for detection of cognitive and emotional changes
König et al., 2021
Scientific Article
Validation of a digital, tablet‐based version of the Trail Making Test in the ∆elta platform
Baykara et al., 2022
Scientific Article
Measuring neuropsychiatric symptoms in patients with early cognitive decline using speech analysis
König et al., 2021
Scientific Article
Multilingual Learning for Mild Cognitive Impairment Screening from a Clinical Speech Task
Lindsay et al., 2021
Scientific Article
Remote cognitive assessment of older adults in rural areas by telemedicine and automatic speech and video analysis: protocol for a cross-over feasibility study
König et al., 2021
Scientific Article
Patients with amnestic MCI fail to adapt executive control when repeatedly tested with semantic verbal fluency tasks
Tröger et al., 2021
Scientific Article
Dissociating Semantic and Phonemic Search Strategies in the Phonemic Verbal Fluency Task in early Dementia
Lindsay et al., 2021
Scientific Article
Language impairment in Alzheimer’s disease—robust and explainable evidence for AD-related deterioration of spontaneous speech through multilingual machine learning
Lindsay et al., 2021
Scientific Article
Measuring Stress in Health Professionals Over the Phone Using Automatic Speech Analysis During the COVID-19 Pandemic: Observational Pilot Study
König et al., 2021
Scientific Article
Use of automated speech analysis and facial emotion measurements on videos to assess the effects of relaxation devices: a pilot study
Guyon et al., 2020
Scientific Article
What Difference Does It Make? Early Dementia Detection Using the Semantic and Phonemic Verbal Fluency Task