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, Gullapelli Rakesh, Bose Budhaditya, Rockers Elijah, Patel Kershaw, Mortazavi Bobak, Balakrishnan Guha, Guha Ashrith, Nasir Khurram, Al-kindi Sadeer
Final Pr. ID: MP393
Authors: Alkhaleefah Mohammad, Gullapelli Rakesh, Bose Budhaditya, Rockers Elijah, Patel Kershaw, Mortazavi Bobak, Balakrishnan Guha, Guha Ashrith, Nasir Khurram, Al-kindi Sadeer
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, Cardoso Clareci, Oliveira Claudia, Ribeiro Antonio, Ferreira Ariela, Mendes Mayara, Gomes Paulo, Quintino Nayara, Barbosa Marco, Oliveira-da Silva Léa, Taconeli Cesar, Baldoni Nayara, Vinhal Wanessa, Goncalves Ana, Cruz Dardiane, Nunes Maria, Sabino Ester Cerdeira
Final Pr. ID: MP396
Authors: Ribeiro Antonio Luiz, Cardoso Clareci, Oliveira Claudia, Ribeiro Antonio, Ferreira Ariela, Mendes Mayara, Gomes Paulo, Quintino Nayara, Barbosa Marco, Oliveira-da Silva Léa, Taconeli Cesar, Baldoni Nayara, Vinhal Wanessa, Goncalves Ana, Cruz Dardiane, Nunes Maria, Sabino Ester Cerdeira
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, Gullapelli Rakesh, Bose Budhaditya, Rockers Elijah, Patel Kershaw, Mortazavi Bobak, Balakrishnan Guha, Guha Ashrith, Nasir Khurram, Al-kindi Sadeer
Final Pr. ID: MP393
Authors: Alkhaleefah Mohammad, Gullapelli Rakesh, Bose Budhaditya, Rockers Elijah, Patel Kershaw, Mortazavi Bobak, Balakrishnan Guha, Guha Ashrith, Nasir Khurram, Al-kindi Sadeer
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, Cardoso Clareci, Oliveira Claudia, Ribeiro Antonio, Ferreira Ariela, Mendes Mayara, Gomes Paulo, Quintino Nayara, Barbosa Marco, Oliveira-da Silva Léa, Taconeli Cesar, Baldoni Nayara, Vinhal Wanessa, Goncalves Ana, Cruz Dardiane, Nunes Maria, Sabino Ester Cerdeira
Final Pr. ID: MP396
Authors: Ribeiro Antonio Luiz, Cardoso Clareci, Oliveira Claudia, Ribeiro Antonio, Ferreira Ariela, Mendes Mayara, Gomes Paulo, Quintino Nayara, Barbosa Marco, Oliveira-da Silva Léa, Taconeli Cesar, Baldoni Nayara, Vinhal Wanessa, Goncalves Ana, Cruz Dardiane, Nunes Maria, Sabino Ester Cerdeira
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