American Heart Association
Democratizing Health Data: Opportunities and Challenges of Wearable and Portable Sensor Technologies
Moderated Digital Poster Session
Population Science Zone, Moderated Digital Poster 10
Nov 8th , 12:15 PM - 01:30 PM
12 : 15 PM
Association of Sleep Temperature Patterns with Resting Heart Rate in Regular and Irregular Menstrual Cycles using Wearables: a real-world cross-sectional study
Gupta Kanika, Ippili Sai Prasad, Pirrie Al, Hendi Apurva, Davies Kate, Milnes Rob, Bhattacharya Aditi
Final Pr. ID: MP390
Authors: Gupta Kanika, Ippili Sai Prasad, Pirrie Al, Hendi Apurva, Davies Kate, Milnes Rob, Bhattacharya Aditi
Keywords: Women , Sleep Quality , Health factors , Heart rate/Heart rate variability , Wearables
12 : 22 PM
Cardiovascular Disease Detection with a Large-Scale Foundation Model for Wearable Photoplethysmography
Lymysalo Venla, Zhang Xi, Vallat Raphael
Final Pr. ID: MP391
Authors: Lymysalo Venla, Zhang Xi, Vallat Raphael
Keywords: Wearables , Hypertension , Diabetes (Type II) , Heart disease , Monitoring , physiologic
12 : 29 PM
Consumer Wearables Heart Rate Metrics and Ventricular Arrythmia Risk in Heart Failure: An All of Us Cohort Analysis
Mallery Quinn, Azari Zubeen, Vasaiwala Smit
Final Pr. ID: MP392
Authors: Mallery Quinn, Azari Zubeen, Vasaiwala Smit
Keywords: Ventricular arrhythmia , Heart failure , adult , Wearables , Population science
Alkhaleefah Mohammad, Al-kindi Sadeer, Gullapelli Rakesh, Bose Budhaditya, Rockers Elijah, Patel Kershaw, Mortazavi Bobak, Balakrishnan Guha, Guha Ashrith, Nasir Khurram
Final Pr. ID: MP393
Authors: Alkhaleefah Mohammad, Al-kindi Sadeer, Gullapelli Rakesh, Bose Budhaditya, Rockers Elijah, Patel Kershaw, Mortazavi Bobak, Balakrishnan Guha, Guha Ashrith, Nasir Khurram
Keywords: Brain , Heart failure , Electrocardiography , Deep learning , Prognosis
Kowalski Kailey, Judson Gregory, Martinez Destiny, Zhang Jacob, Diaz Marco, Close Ryan
Final Pr. ID: MP394
Authors: Kowalski Kailey, Judson Gregory, Martinez Destiny, Zhang Jacob, Diaz Marco, Close Ryan
Keywords: Mobile technology , Aortic stenosis
12 : 50 PM
Multi-Center Validation of an AI-Enhanced ECG Model for Predicting Echocardiographic Abnormalities: A Large-Scale Study Across 14 Tertiary Care Centers
Swamy Abhyuday, Suyal Aditya, Krishnan Deepak, Palani Santhosh Rathnam, Umredkar Pranay, Rajagopal Vivek, Narayan Pradeep, Padmanabhan Deepak
Final Pr. ID: MP395
Authors: Swamy Abhyuday, Suyal Aditya, Krishnan Deepak, Palani Santhosh Rathnam, Umredkar Pranay, Rajagopal Vivek, Narayan Pradeep, Padmanabhan Deepak
Keywords: Artificial Intelligence , Electrocardiography , Echocardiography , Valvular heart disease , Ejection fraction
12 : 57 PM
Prospective Validation of opportunistic screening for Chagas disease using Artificial Intelligence-enabled ECG: the SaMi-Trop Project
Ribeiro Antonio Luiz, Oliveira-da Silva Léa, Taconeli Cesar, Baldoni Nayara, Vinhal Wanessa, Goncalves Ana, Cruz Dardiane, Nunes Maria, Sabino Ester Cerdeira, Cardoso Clareci, Oliveira Claudia, Ribeiro Antonio, Ferreira Ariela, Mendes Mayara, Gomes Paulo, Quintino Nayara, Barbosa Marco
Final Pr. ID: MP396
Authors: Ribeiro Antonio Luiz, Oliveira-da Silva Léa, Taconeli Cesar, Baldoni Nayara, Vinhal Wanessa, Goncalves Ana, Cruz Dardiane, Nunes Maria, Sabino Ester Cerdeira, Cardoso Clareci, Oliveira Claudia, Ribeiro Antonio, Ferreira Ariela, Mendes Mayara, Gomes Paulo, Quintino Nayara, Barbosa Marco
Keywords: Electrocardiography , Infectious Diseases , Artificial Intelligence , Digital Health , Cardiomyopathy
01 : 04 PM
SENSE-FM: A SEmi-supervised Noise-agnostic Signal Encoder Foundation Model that Enables Label-Efficient Development of AI-ECG models for Wearables
Khunte Akshay, Sangha Veer, Pedroso Aline, Khera Rohan
Final Pr. ID: MP397
Authors: Khunte Akshay, Sangha Veer, Pedroso Aline, Khera Rohan
Keywords: Artificial Intelligence , Wearables , Big Data , Digital Health , Machine Learning
01 : 11 PM
Single-Lead ECG AI Model Accurately Predicts Moderate-to-Severe Hyperkalemia in Multi-Hospital External Validation
Razvi Nav, Segar Matthew, Lambeth Kaleb, Lau Wei Ling, Paisley Robert, Razavi Mehdi
Final Pr. ID: MP398
Authors: Razvi Nav, Segar Matthew, Lambeth Kaleb, Lau Wei Ling, Paisley Robert, Razavi Mehdi
Keywords: Artificial Intelligence , Prediction model , Electrocardiography , Potassium
Khunte Akshay, Sangha Veer, Oikonomou Evangelos, Dhingra Lovedeep, Aminorroaya Arya, Pedroso Aline, Coppi Andreas, Vasisht Shankar Sumukh, Khera Rohan
Final Pr. ID: MP399
Authors: Khunte Akshay, Sangha Veer, Oikonomou Evangelos, Dhingra Lovedeep, Aminorroaya Arya, Pedroso Aline, Coppi Andreas, Vasisht Shankar Sumukh, Khera Rohan
Keywords: Wearables , Artificial Intelligence , Access to care , Machine Learning , Electrocardiography
12 : 15 PM
Association of Sleep Temperature Patterns with Resting Heart Rate in Regular and Irregular Menstrual Cycles using Wearables: a real-world cross-sectional study
Gupta Kanika, Ippili Sai Prasad, Pirrie Al, Hendi Apurva, Davies Kate, Milnes Rob, Bhattacharya Aditi
Final Pr. ID: MP390
Authors: Gupta Kanika, Ippili Sai Prasad, Pirrie Al, Hendi Apurva, Davies Kate, Milnes Rob, Bhattacharya Aditi
Keywords: Women , Sleep Quality , Health factors , Heart rate/Heart rate variability , Wearables
12 : 22 PM
Cardiovascular Disease Detection with a Large-Scale Foundation Model for Wearable Photoplethysmography
Lymysalo Venla, Zhang Xi, Vallat Raphael
Final Pr. ID: MP391
Authors: Lymysalo Venla, Zhang Xi, Vallat Raphael
Keywords: Wearables , Hypertension , Diabetes (Type II) , Heart disease , Monitoring , physiologic
12 : 29 PM
Consumer Wearables Heart Rate Metrics and Ventricular Arrythmia Risk in Heart Failure: An All of Us Cohort Analysis
Mallery Quinn, Azari Zubeen, Vasaiwala Smit
Final Pr. ID: MP392
Authors: Mallery Quinn, Azari Zubeen, Vasaiwala Smit
Keywords: Ventricular arrhythmia , Heart failure , adult , Wearables , Population science
Alkhaleefah Mohammad, Al-kindi Sadeer, Gullapelli Rakesh, Bose Budhaditya, Rockers Elijah, Patel Kershaw, Mortazavi Bobak, Balakrishnan Guha, Guha Ashrith, Nasir Khurram
Final Pr. ID: MP393
Authors: Alkhaleefah Mohammad, Al-kindi Sadeer, Gullapelli Rakesh, Bose Budhaditya, Rockers Elijah, Patel Kershaw, Mortazavi Bobak, Balakrishnan Guha, Guha Ashrith, Nasir Khurram
Keywords: Brain , Heart failure , Electrocardiography , Deep learning , Prognosis
Kowalski Kailey, Judson Gregory, Martinez Destiny, Zhang Jacob, Diaz Marco, Close Ryan
Final Pr. ID: MP394
Authors: Kowalski Kailey, Judson Gregory, Martinez Destiny, Zhang Jacob, Diaz Marco, Close Ryan
Keywords: Mobile technology , Aortic stenosis
12 : 50 PM
Multi-Center Validation of an AI-Enhanced ECG Model for Predicting Echocardiographic Abnormalities: A Large-Scale Study Across 14 Tertiary Care Centers
Swamy Abhyuday, Suyal Aditya, Krishnan Deepak, Palani Santhosh Rathnam, Umredkar Pranay, Rajagopal Vivek, Narayan Pradeep, Padmanabhan Deepak
Final Pr. ID: MP395
Authors: Swamy Abhyuday, Suyal Aditya, Krishnan Deepak, Palani Santhosh Rathnam, Umredkar Pranay, Rajagopal Vivek, Narayan Pradeep, Padmanabhan Deepak
Keywords: Artificial Intelligence , Electrocardiography , Echocardiography , Valvular heart disease , Ejection fraction
12 : 57 PM
Prospective Validation of opportunistic screening for Chagas disease using Artificial Intelligence-enabled ECG: the SaMi-Trop Project
Ribeiro Antonio Luiz, Oliveira-da Silva Léa, Taconeli Cesar, Baldoni Nayara, Vinhal Wanessa, Goncalves Ana, Cruz Dardiane, Nunes Maria, Sabino Ester Cerdeira, Cardoso Clareci, Oliveira Claudia, Ribeiro Antonio, Ferreira Ariela, Mendes Mayara, Gomes Paulo, Quintino Nayara, Barbosa Marco
Final Pr. ID: MP396
Authors: Ribeiro Antonio Luiz, Oliveira-da Silva Léa, Taconeli Cesar, Baldoni Nayara, Vinhal Wanessa, Goncalves Ana, Cruz Dardiane, Nunes Maria, Sabino Ester Cerdeira, Cardoso Clareci, Oliveira Claudia, Ribeiro Antonio, Ferreira Ariela, Mendes Mayara, Gomes Paulo, Quintino Nayara, Barbosa Marco
Keywords: Electrocardiography , Infectious Diseases , Artificial Intelligence , Digital Health , Cardiomyopathy
01 : 04 PM
SENSE-FM: A SEmi-supervised Noise-agnostic Signal Encoder Foundation Model that Enables Label-Efficient Development of AI-ECG models for Wearables
Khunte Akshay, Sangha Veer, Pedroso Aline, Khera Rohan
Final Pr. ID: MP397
Authors: Khunte Akshay, Sangha Veer, Pedroso Aline, Khera Rohan
Keywords: Artificial Intelligence , Wearables , Big Data , Digital Health , Machine Learning
01 : 11 PM
Single-Lead ECG AI Model Accurately Predicts Moderate-to-Severe Hyperkalemia in Multi-Hospital External Validation
Razvi Nav, Segar Matthew, Lambeth Kaleb, Lau Wei Ling, Paisley Robert, Razavi Mehdi
Final Pr. ID: MP398
Authors: Razvi Nav, Segar Matthew, Lambeth Kaleb, Lau Wei Ling, Paisley Robert, Razavi Mehdi
Keywords: Artificial Intelligence , Prediction model , Electrocardiography , Potassium
Khunte Akshay, Sangha Veer, Oikonomou Evangelos, Dhingra Lovedeep, Aminorroaya Arya, Pedroso Aline, Coppi Andreas, Vasisht Shankar Sumukh, Khera Rohan
Final Pr. ID: MP399
Authors: Khunte Akshay, Sangha Veer, Oikonomou Evangelos, Dhingra Lovedeep, Aminorroaya Arya, Pedroso Aline, Coppi Andreas, Vasisht Shankar Sumukh, Khera Rohan
Keywords: Wearables , Artificial Intelligence , Access to care , Machine Learning , Electrocardiography