(Related) A comprehensive systematic review on mobile applications to support dementia patients
The increasing number of patients living with dementia requires effective support measures. Easier access to mobile devices can provide the follow-up and monitoring of patients with dementia. The literature presents several studies on the use of mobile applications to assist patients, health professionals, and caregivers, considering the different knowledge areas, and scientific and technological contributions.…
Early Detection of Cognitive Decline using Voice Assistant Commands (ICASSP 2023)
Eli Kurtz, Youxiang Zhu, Tiffany Driesse, Bang Tran, John A. Batsis, Robert M. Roth, and Xiaohui Liang Early detection of Alzheimer’s Disease and Related Dementias (ADRD) is critical in treating the progression of the disease. Previous studies have shown that ADRD can be detected and classified using machine learning models trained on samples of spontaneous…
- (Related) A comprehensive systematic review on mobile applications to support dementia patients
- Early Detection of Cognitive Decline using Voice Assistant Commands (ICASSP 2023)
- Exploiting Relevance of Speech to Sleepiness Detection via Attention Mechanism (ICC 2023)
- More Data, Better Accuracy? An Empirical Study on Few-shot Speech-based Dementia Detection (SoCal 2022)
- Dr. Liang delivered a Keynote Speech in IEEE International Conference on Universal Village
- (Related) Should Alexa diagnose Alzheimer’s?: Legal and ethical issues with at-home consumer devices
- Towards Interpretability of Speech Pause in Dementia Detection using Adversarial Learning (INTERSPEECH 2022)
- AGS Presidential Poster Award
- Phase II update
- Patient Perceptions of Using Voice-Based Dietary Assessment Tools Among Older Adults
- Domain-aware Intermediate Pretraining for Dementia Detection with Limited Data
- Two papers accepted by “IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP)” 2022
- A Bibliograph of Speech-based Dementia Detection
- Speech Tasks Relevant to Sleepiness Determined with Deep Transfer Learning
- Towards Interpretability of Speech Pause in Dementia Detection using Adversarial Learning
- “Evaluating Voice-Assistant Commands for Dementia Detection” has been accepted by Computer Speech & Language
- Dr. Liang is organizing Symposium on e-Health at IEEE International Conference on Communications (ICC) 2022
- “WavBERT: Exploiting Semantic and Non-semantic Speech using Wav2vec and BERT for Dementia Detection” has been accepted by INTERSPEECH 2021
- Collaborative Research with SondeHealth
- Privacy Concerns Among Older Adults Using Voice Assistant Systems
- (Related) Speech for predicting car accidents and medical Alexa
- The ADReSSo 2021 Challenge
- Group meeting on March 19, 2021
- (Related) News of Smart Speaker
- Exploring Deep Transfer Learning Techniques for Alzheimer’s Dementia Detection
- Research Update on March 8
- Medical Monitor Meeting on Oct. 26, 2020
- Team meeting on Sept. 11, 2020
- Dr. John A. Batsis moved to UNC
- The ADReSS 2020 Challenge
- Dr. Aleksandra C. Stark joined our team
- In-lab evaluation at DH
- Press
- Flyer and Tear-off
- Project
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