Alzheimer's disease (AD) is a pervasive neurodegenerative disease that affects millions worldwide and is most prominently associated with broad cognitive decline, including language impairment. Picture description tasks are routinely used to monitor language impairment in AD. Due to the high amount of manual resources needed for an in-depth...
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May 19, 2021 (v1)Journal articleUploaded on: December 3, 2022
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June 8, 2018 (v1)Journal article
Background: Semantic verbal fluency (SVF) tests are routinely used in screening for mild cognitive impairment (MCI). In this task, participants name as many items as possible of a semantic category under a time constraint. Clinicians measure task performance manually by summing the number of correct words and errors. More fine-grained variables...
Uploaded on: December 4, 2022 -
June 2020 (v1)Journal article
International audience
Uploaded on: December 4, 2022 -
June 6, 2019 (v1)Conference paper
Increased access to large datasets has driven progress in NLP. However, most computational studies of clinically-validated, patient-generated speech and language involve very few datapoints, as such data are difficult (and expensive) to collect. In this position paper, we argue that we must find ways to promote data sharing across research...
Uploaded on: December 4, 2022 -
May 21, 2018 (v1)Conference paper
Dementia has a large economic impact on our society as cost-effective population-wide screening for early signs of dementia is still an unsolved medical supply resource problem. A solution should be fast, require a minimum of external material, and automatically indicate potential persons at risk of cognitive decline. Despite encouraging...
Uploaded on: December 4, 2022 -
July 14, 2019 (v1)Publication
BackgroundApathy is a syndrome that affects several dimensions of goal-directed behaviour, cognition, emotions and social interaction. There is a growing interest in understanding apathy and its association to the early stages of neurocognitive disorders such as Alzheimer's disease, Parkinson's disease, and frontotemporal dementia. This...
Uploaded on: December 4, 2022 -
June 18, 2019 (v1)Journal article
Background: Apathy is present in several psychiatric and neurological conditions and has been found to have a severe negative effect on disease progression. In older people, it can be a predictor of increased dementia risk. Current assessment methods lack objectivity and sensitivity, thus new diagnostic tools and broad-scale screening...
Uploaded on: December 4, 2022 -
2021 (v1)Journal article
Abstract Background Certain neuropsychiatric symptoms (NPS), namely apathy, depression, and anxiety demonstrated great value in predicting dementia progression, representing eventually an opportunity window for timely diagnosis and treatment. However, sensitive and objective markers of these symptoms are still missing. Therefore, the present...
Uploaded on: December 3, 2022 -
August 2019 (v1)Journal article
Contents lists available atScienceDirectNeuropsychologiajournal homepage:www.elsevier.com/locate/neuropsychologiaExploitation vs. exploration—computational temporal and semantic analysisexplains semantic verbalfluency impairment in Alzheimer's diseaseJohannes Trögera,∗, Nicklas Linza, Alexandra Königb, Philippe Robertb, Jan...
Uploaded on: December 4, 2022 -
December 2016 (v1)Journal article
Les nouvelles technologies dédiées à la santé connaissent actuellement un dévelop-pement important et constituent une opportunité intéressante dans la prise en charge médicale des patients, à la fois pour le diagnostic et le suivi des pathologies, en complément aux outils diagnostiques habituels, mais également dans la prise en charge...
Uploaded on: December 4, 2022 -
July 15, 2018 (v1)Conference paper
Apathy is a frequent neuropsychiatric syndrome in people with dementia. It leads to diminished motivation for physical, cognitive and emotional activity. Apathy is highly underdiagnosed since its criteria have been only recently established and rely heavily on the subjective evaluation of human observers. In this paper we analyse speech samples...
Uploaded on: December 4, 2022 -
August 29, 2017 (v1)Journal article
Background: Various types of dementia and Mild Cognitive Impairment (MCI) are manifested as irregularities in human speech and language, which have proven to be strong predictors for the disease presence and progression. Therefore, automatic speech analytics provided by a mobile application may be a useful tool in providing additional...
Uploaded on: March 26, 2023 -
July 14, 2019 (v1)Publication
Currently, to enroll participants into pharmaceutical trials strenuous and costly procedures are applied to test whether participants meet inclusion criteria or not; this includes travel to clinics, costly brain imaging, invasive assessments, or costly f2f assessments with experts. Moreover, screening for such inclusion criteria in clinical...
Uploaded on: December 4, 2022 -
March 2022 (v1)Journal article
Introduction Identifying cost-effective, non-invasive biomarkers of Alzheimer's disease (AD) is a clinical and research priority. Speech data are easy to collect, and studies suggest it can identify those with AD. We do not know if speech features can predict AD biomarkers in a preclinical population. Methods and analysis The Speech on the...
Uploaded on: March 25, 2023 -
April 2014 (v1)Journal article
International audience
Uploaded on: December 3, 2022 -
2021 (v1)Journal article
Background During the COVID-19 pandemic, health professionals have been directly confronted with the suffering of patients and their families. By making them main actors in the management of this health crisis, they have been exposed to various psychosocial risks (stress, trauma, fatigue, etc). Paradoxically, stress-related symptoms are often...
Uploaded on: December 3, 2022 -
March 24, 2020 (v1)Journal article
Background: Apathy, a highly prevalent behavioral disorder in Alzheimer's disease and other related disorders, is currently assessed using clinical scales as it is for all neuropsychiatric disorders. Objective: The aim of this study is to propose a new type of assessment using new technologies designed to assess loss of interest by a more...
Uploaded on: December 4, 2022 -
December 27, 2022 (v1)Journal article
Background: Automated speech analysis has gained increasing attention to help diagnosing depression. Most previous studies, however, focused on comparing speech in patients with major depressive disorder to that in healthy volunteers. An alternative may be to associate speech with depressive symptoms in a non-clinical sample as this may help to...
Uploaded on: March 25, 2023 -
June 2, 2019 (v1)Conference paper
There is growing evidence that changes in speech and language may be early markers of dementia, but much of the previous NLP work in this area has been limited by the size of the available datasets. Here, we compare several methods of domain adaptation to augment a small French dataset of picture descriptions (n = 57) with a much larger English...
Uploaded on: March 25, 2023 -
June 9, 2015 (v1)Journal article
International audience
Uploaded on: December 3, 2022 -
July 2017 (v1)Journal article
Background: Olfactory disorders increase with age and often affect elderly people who have pre-dementia or dementia. Despite the frequent occurrence of olfactory changes at the early stages of neurodegenerative disorders such as Alzheimer's disease, olfactory disorders are rarely assessed in daily clinical practice, mainly due to a lack of...
Uploaded on: February 28, 2023 -
February 11, 2022 (v1)Journal article
UNSTRUCTURED Major depressive episode (MDE) is a common clinical syndrome. It can be found in different pathologies such as mood depressive disorder (MDD), bipolar disorder (BD), post-traumatic stress disorder (PTSD) or even occur in a context of psychotrauma. However, only one syndrome is described in international classifications (DSM 5/ICD...
Uploaded on: February 22, 2023 -
2023 (v1)Publication
Introduction: The use of teleconsultations for mental health has drastically increased since 2020 due to the Covid19 pandemic. In the present paper, we aimed to analyze the advantages and disadvantages of teleconsultations for mental health compared to face-to-face consultations, and to provide recommendations in this domain. Methods: The...
Uploaded on: January 31, 2024