Detection of dementia on voice recordings using deep learning: a Framingham Heart Study

Efficiently Classifying Lung Sounds through Depthwise Separable CNN Models with Fused STFT and MFCC Features

(2021) Shing-Yun Jung et al.   Diagnostics

Assessing the Utility of Language and Voice Biomarkers to Predict Cognitive Impairment in the Framingham Heart Study Cognitive Aging Cohort Data

(2020) Jason A. Thomas et al.   JOURNAL OF ALZHEIMERS DISEASE

Heart sound classification based on improved MFCC features and convolutional recurrent neural networks

(2020) Muqing Deng et al.   NEURAL NETWORKS

Severity Distribution of Alzheimer’s Disease Dementia and Mild Cognitive Impairment in the Framingham Heart Study

(2020) Jing Yuan et al.   JOURNAL OF ALZHEIMERS DISEASE

Fusion of WPT and MFCC feature extraction in Parkinson’s disease diagnosis

(2019) Harisudha Kuresan et al.   TECHNOLOGY AND HEALTH CARE

Classifying Heart Sounds Using Images of Motifs, MFCC and Temporal Features

(2019) Diogo Marcelo Nogueira et al.   JOURNAL OF MEDICAL SYSTEMS

Developing a large scale population screening tool for the assessment of Parkinson's disease using telephone-quality voice

(2019) Siddharth Arora et al.   JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA

Quantifying the nativeness of antibody sequences using long short-term memory networks

(2019) Andrew M Wollacott et al.   PROTEIN ENGINEERING DESIGN & SELECTION

Investigating voice as a biomarker: Deep phenotyping methods for early detection of Parkinson's disease

(2019) John M. Tracy et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Deep Learning—A Technology With the Potential to Transform Health Care

(2018) Geoffrey Hinton   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Investigating Voice as a Biomarker for Leucine-Rich Repeat Kinase 2-Associated Parkinson’s Disease

(2018) Siddharth Arora et al.   Journal of Parkinsons Disease

Blood pressure from mid‐ to late life and risk of incident dementia

(2017) Emer R. McGrath et al.   NEUROLOGY

How technology is reshaping cognitive assessment: Lessons from the Framingham Heart Study.

(2017) Rhoda Au et al.   NEUROPSYCHOLOGY

Neuropsychological Criteria for Mild Cognitive Impairment and Dementia Risk in the Framingham Heart Study

(2016) Amy J. Jak et al.   JOURNAL OF THE INTERNATIONAL NEUROPSYCHOLOGICAL SOCIETY

Incidence of Dementia over Three Decades in the Framingham Heart Study

(2016) Claudia L. Satizabal et al.   NEW ENGLAND JOURNAL OF MEDICINE

Voice changes in prodromal Parkinson's disease: Is a new biomarker within earshot?

(2016) Ronald B. Postuma   SLEEP MEDICINE

Cohort Profile: The Framingham Heart Study (FHS): overview of milestones in cardiovascular epidemiology

(2015) Connie W Tsao et al.   INTERNATIONAL JOURNAL OF EPIDEMIOLOGY

Edith Kaplan and the Boston Process Approach

(2013) David J. Libon et al.   CLINICAL NEUROPSYCHOLOGIST

A computer-aided MFCC-based HMM system for automatic auscultation

(2007) Sunita Chauhan et al.   COMPUTERS IN BIOLOGY AND MEDICINE