Title |
Track name |
Final Category |
Essential Considerations for the External Validation of Artificial Intelligence-Based Clinical Decision Support Systems in Diverse Pilot Environments |
1-Page Extended Abstracts |
Biomedical Data Science and AI |
Discovering subtype-specific biomarkers from functional MRI scans for autism spectrum disorder via graph neural networks |
1-Page Extended Abstracts |
Medical Imaging and Sensor Data |
Sequential Modelling for CT Head Scan Segmentation |
1-Page Extended Abstracts |
Medical Imaging and Sensor Data |
EHR Question and Answering for Surgical Notes: A Language Model Study |
1-Page Extended Abstracts |
Informatics and Health Systems |
Learning from Oversampling: A Systematic Exploitation of oversampling to address Data Scarcity issues in Deep Learning based Magnetic Resonance Image Reconstruction |
1-Page Extended Abstracts |
Medical Imaging and Sensor Data |
Development of a Wearable Cardiovascular Sensor for Clinical Use |
1-Page Extended Abstracts |
Emerging Technologies in Healthcare |
Discovering Multi-modal Digital Phenotypes of Mental Health Disorders in Young Children |
Special Session: Enabling Closed-Loop Technologies for Mental Health: Biobehavioral Sensor Informatics and Just-in-Time Interventions |
Emerging Technologies in Healthcare |
Multi-Modal Physiological Signal Responses to Acute Mental Stress |
1-Page Extended Abstracts |
AI for Mental and Population Health |
Evaluation of Machine Learning Predictions’ Reliability with generative models: towards Trustworthy AI |
1-Page Extended Abstracts |
Biomedical Data Science and AI |
Learning Rate and Loss Function Impact in Generative Adversarial Networks for Time Series Synthesis: A Comparative Study |
1-Page Extended Abstracts |
Medical Imaging and Sensor Data |
Explainable Survival Analysis for Dementia Prediction |
1-Page Extended Abstracts |
AI for Mental and Population Health |
Complexities hidden in plain sight: quantifying the impact of tracheal tube pitch, roll and yaw on ability to intubate |
1-Page Extended Abstracts |
Emerging Technologies in Healthcare |
Unfolding Patient Satisfaction: ML Predictions and SHAP Insights in Rotator Cuff Repair Surgeries |
1-Page Extended Abstracts |
Informatics and Health Systems |
A Mobile Application for Improving Emergency Response Times and Patient Outcomes with Real-Time Data Sharing |
1-Page Extended Abstracts |
Emerging Technologies in Healthcare |
Time-Aware Deep Sequential Models for In-Hospital Code Blue Prediction using Monitor Alarms |
1-Page Extended Abstracts |
Medical Imaging and Sensor Data |
Characterizing trending features in time-series prediction of clinical event onset |
1-Page Extended Abstracts |
Informatics and Health Systems |
Weakly supervised ConvMixer for spatiotemporal dense prediction of brain dynamism |
1-Page Extended Abstracts |
Medical Imaging and Sensor Data |
A whole-brain data-driven structure-function fingerprint |
1-Page Extended Abstracts |
Medical Imaging and Sensor Data |
Exploring context-independent m6A epitranscriptome and its regulatory mechanism in cancers |
1-Page Extended Abstracts |
Disease Detection and Diagnosis |
Improving Brain-Computer Interface Speller Outcomes Through Imposing Linguistic Rules with a Shared Control Algorithm |
1-Page Extended Abstracts |
Emerging Technologies in Healthcare |
Characterizing the Stress-Reducing Effects of Non-Invasive Vagus Nerve Stimulation |
Special Session: Enabling Closed-Loop Technologies for Mental Health: Biobehavioral Sensor Informatics and Just-in-Time Interventions |
Emerging Technologies in Healthcare |
Peripheral Artery Disease Diagnosis via Deep Learning-Enabled Analysis of Non-Invasive Arterial Pulse Waveforms |
1-Page Extended Abstracts |
Medical Imaging and Sensor Data |
Identifying Tissue Regions of Pathological Phenotypes from In Situ Spatial Single-Cell Transcriptomics Data Using Deep Graph Analysis |
1-Page Extended Abstracts |
Medical Imaging and Sensor Data |
Extracting m6A Regulatory Mechanisms from Literature using ChatGPT-based Prompt Engineering |
1-Page Extended Abstracts |
Medical Imaging and Sensor Data |
Prediction of the efficacy of repetitive transcranial magnetic stimulation for patients with treatment-resistant depression using a brain image database |
1-Page Extended Abstracts |
Medical Imaging and Sensor Data |
Spatial Changes of the Default Mode Network During the First Six Months of Life |
1-Page Extended Abstracts |
Medical Imaging and Sensor Data |
Spatial Propagation of Brain Network in Resting fMRI Data |
1-Page Extended Abstracts |
Medical Imaging and Sensor Data |
Prediction of Frequently Consumed Foods by an Individual Using Information Theory |
1-Page Extended Abstracts |
Disease Detection and Diagnosis |
Can Image-Text Integration Improve Fact-Checking in Automatic Clinical Report Generation? |
1-Page Extended Abstracts |
Informatics and Health Systems |
Development of a Method for Compliance Detection in Wearable Sensors |
1-Page Extended Abstracts |
Emerging Technologies in Healthcare |
Lung Pleura Classification Integrating Shallow and Deep Learning |
1-Page Extended Abstracts |
Medical Imaging and Sensor Data |
Analysis of the Complexity of the Spine’s Vertebrae for the Diagnosis of Fragility Fractures |
1-Page Extended Abstracts |
Medical Imaging and Sensor Data |
Tube-Load Modeling of Aorta with Abdominal Aortic Aneurysm |
1-Page Extended Abstracts |
Medical Imaging and Sensor Data |
Building the Digital Biomarker Discovery Project (DBDP): Challenges and Lessons Learned |
Special Session: Open-Source Initiatives in Digital Health: Challenges Faced and Lessons Learned |
Emerging Technologies in Healthcare |
Investigating Abnormal Behavior Patterns in Psychiatric Inpatients |
1-Page Extended Abstracts |
AI for Mental and Population Health |
Type 2 Diabetes Mellitus Treatment Recommendations System using Reinforcement Learning: Utilizing Routine Electronic Health Records in Thailand |
1-Page Extended Abstracts |
Disease Detection and Diagnosis |
Abdominal skin temperature measurements taken during sleep as a simpler alternative to monitor basal body temperature rhythm |
1-Page Extended Abstracts |
Medical Imaging and Sensor Data |
K-Modes Clustering for Identification of Alpha-1 Antitrypsin Deficiency Patients within Electronic Healthcare Records Database |
1-Page Extended Abstracts |
Disease Detection and Diagnosis |
The Effect of Sensor Location on Estimation of Spatiotemporal Parameters of Gait |
1-Page Extended Abstracts |
Medical Imaging and Sensor Data |
A Smartphone Application to Detect and Control Hypertension for the Underserved |
1-Page Extended Abstracts |
Emerging Technologies in Healthcare |
Exploring Oscillation Area Variations in Oscillometric Blood Pressure Measurement |
1-Page Extended Abstracts |
Medical Imaging and Sensor Data |
Preserving Diagnostic Features in Compressed Physiological Data Using Persistent Homology |
1-Page Extended Abstracts |
Medical Imaging and Sensor Data |
Supervised Machine Learning for Psychopathological Classifications: Problems with Low Predictive Validity |
1-Page Extended Abstracts |
AI for Mental and Population Health |
Investigating Diabetes by Implementing AI/ML Algorithms |
1-Page Extended Abstracts |
Disease Detection and Diagnosis |
Combining recurrent and convolutional neural networks for muscle surrogate modeling |
1-Page Extended Abstracts |
Medical Imaging and Sensor Data |
Ophthalmic Segmentation and Analysis Software for manual and semi-automatic analysis of clinical meibography images |
1-Page Extended Abstracts |
Medical Imaging and Sensor Data |
Voice Assistants in Healthcare: The case of GlucoCheck |
1-Page Extended Abstracts |
Emerging Technologies in Healthcare |
Source Imaging of Epileptogenic Zone from Scalp EEG pSpikes |
1-Page Extended Abstracts |
Medical Imaging and Sensor Data |
Precision Rehabilitation: Predicting Functional Ability Outcomes in Patients Post-Stroke using Machine Learning and Electronic Health Records |
1-Page Extended Abstracts |
Informatics and Health Systems |
MINDWATCH: A Closed-loop Neural Wearable for Mental Well-being |
Special Session: Enabling Closed-Loop Technologies for Mental Health: Biobehavioral Sensor Informatics and Just-in-Time Interventions |
Emerging Technologies in Healthcare |
Development of a Composite Bone Plate – Towards Biomedical Vibrancy and Economic Viability |
Special Session: Multimodal Learning in Healthcare: From Wearable Sensing to Clinical AI Decision-Making |
Emerging Technologies in Healthcare |
Spatial Statistics for Analysis of Subcellular Patterns |
1-Page Extended Abstracts |
Medical Imaging and Sensor Data |
Neural Network Algorithm for Burn Resuscitation |
1-Page Extended Abstracts |
Emerging Technologies in Healthcare |
CASTpFold: Computed atlas of surface topography of proteins |
1-Page Extended Abstracts |
Medical Imaging and Sensor Data |
Identification of Cancer Driver Events at Residue Level: A Structure-Based Approach |
1-Page Extended Abstracts |
Disease Detection and Diagnosis |
Mental Stress Tracking via Multi-Modal Wearable Physiological Sensing and Collective Inference |
Special Session: Enabling Closed-Loop Technologies for Mental Health: Biobehavioral Sensor Informatics and Just-in-Time Interventions |
Emerging Technologies in Healthcare |
Sampling Rate Requirement for Accurate Calculation of Heart Rate and Its Variability Based on the Electrocardiogram |
1-Page Extended Abstracts |
Medical Imaging and Sensor Data |
Comparing Machine Learning Algorithms of Mortality Prediction |
1-Page Extended Abstracts |
Biomedical Data Science and AI |
Predicting Progression from Undifferentiated Connective Tissue Disease to Definite Connective Tissue Diseases: Survival Analysis with Electronic Health Records |
1-Page Extended Abstracts |
Informatics and Health Systems |
Development of a One Dollar Blood Pressure Monitor |
Special Session: Recent Advances in Cuffless Blood Pressure Measurement |
Medical Imaging and Sensor Data |
Improving the robustness of IMU-based sit-to-stand detection during simulated real-world activities for different sensor positions |
1-Page Extended Abstracts |
Emerging Technologies in Healthcare |
Study the Combination of Brain MRI Imaging and Other Datatypes to Improve Alzheimer’s Disease Diagnosis |
1-Page Extended Abstracts |
Medical Imaging and Sensor Data |
Non-Dermoscopic Skin Lesion Analysis: Enhanced Diagnostic |
1-Page Extended Abstracts |
Medical Imaging and Sensor Data |
Development of HRnV-Calc for heart rate variability analysis |
Special Session: Open-Source Initiatives in Digital Health: Challenges Faced and Lessons Learned |
Medical Imaging and Sensor Data |
A Smartphone-Based Fluorescent Microscopy System for Cellular & Particle Enumeration at the Point-of-Care |
1-Page Extended Abstracts |
Emerging Technologies in Healthcare |
Correction of prevalence estimators for sampling bias with testing errors |
1-Page Extended Abstracts |
Informatics and Health Systems |
Adaptive User Interface Framework Powered by a Large Language Model for Culturally Sensitive Virtual Healthcare Applications |
1-Page Extended Abstracts |
Informatics and Health Systems |
Comparative Study of Cognitive Impairment Modeling for Alzheimer’s Disease – Longitudinal vs. Cross-Sectional |
1-Page Extended Abstracts |
Disease Detection and Diagnosis |
OpenSim: An Open-Source Software Ecosystem for Movement Data |
Special Session: Open-Source Initiatives in Digital Health: Challenges Faced and Lessons Learned |
Emerging Technologies in Healthcare |
Machine Learning Analysis of the CRS-R -Derived Information Mostly Contributing to the Prediction of Consciousness Recovery |
Special Session: Machine learning-enabled solutions to improve diagnostic and prognostic accuracy in patients with severe brain injury: challenges and perspectives |
Biomedical Data Science and AI |
Machine Learning after Multiple Imputation Techniques: an Application to the Prediction of Post-Stroke Ambulation Recovery |
Special Session: Machine learning-enabled solutions to improve diagnostic and prognostic accuracy in patients with severe brain injury: challenges and perspectives |
Biomedical Data Science and AI |
Development of a Mother-Child Database for Pharmacoepidemiology Research in Primary Care |
1-Page Extended Abstracts |
Informatics and Health Systems |
Predicting Ythdf2-mediated mRNA Degradation By m6A-BERT |
1-Page Extended Abstracts |
Medical Imaging and Sensor Data |
The Path to a Modular and Standards-based Digital Health Ecosystem |
Special Session: Open-Source Initiatives in Digital Health: Challenges Faced and Lessons Learned |
Emerging Technologies in Healthcare |
Predicting Intraocular Pressure using Highly Nonlinear Solitary Waves and Machine Learning |
1-Page Extended Abstracts |
Medical Imaging and Sensor Data |
Remote and Continuous Assessment of Exercise Capacity in Pulmonary Arterial Hypertension with a Wrist-Worn Accelerometer |
1-Page Extended Abstracts |
Medical Imaging and Sensor Data |
Empowering Healthcare Decision-Making: Leveraging Business Intelligence Tools |
1-Page Extended Abstracts |
Informatics and Health Systems |
Closing the Loop Using Imperfect mHealth Digital Biomarkers of Mental Health |
Special Session: Enabling Closed-Loop Technologies for Mental Health: Biobehavioral Sensor Informatics and Just-in-Time Interventions |
Emerging Technologies in Healthcare |
A Smartphone-Based Device to Predict Fluid Overload |
1-Page Extended Abstracts |
Emerging Technologies in Healthcare |
Medical Data Augmentation via ChatGPT: A Case Study on Medication Identification and Medication Event Classification |
1-Page Extended Abstracts |
Informatics and Health Systems |
Systematic Comparative Analysis of Pre-trained Large Language Models on Contextualized Medication Event Extraction |
1-Page Extended Abstracts |
Informatics and Health Systems |
Dissection of the characteristics of the Tumor Microenvironment Using High-Resolution Spatial Transcriptomics |
1-Page Extended Abstracts |
Medical Imaging and Sensor Data |
Proposed Standards in Over-the-Counter Cuffless Blood Pressure Monitor |
1-Page Extended Abstracts |
Emerging Technologies in Healthcare |
Machine learning prediction of depression using behavioral features extracted from a short reward/aversion task |
1-Page Extended Abstracts |
AI for Mental and Population Health |
AI-Based Detection of Parkinson’s Disease using Speech Features Analysis |
1-Page Extended Abstracts |
Disease Detection and Diagnosis |
Using Large Language Models to Tag Clinical Concepts Extracted from Nursing Notes |
1-Page Extended Abstracts |
Informatics and Health Systems |
The Impact of Scientific Publications on Clinical Care: A Case Study |
1-Page Extended Abstracts |
Informatics and Health Systems |
Advancing Multimodal Data Modeling Toward Closed-Loop Mental Health Technologies |
Special Session: Enabling Closed-Loop Technologies for Mental Health: Biobehavioral Sensor Informatics and Just-in-Time Interventions |
Emerging Technologies in Healthcare |
Multiple Simultaneous Exercise Monitoring and Classification Using a mmWave FMCW Radar |
1-Page Extended Abstracts |
Medical Imaging and Sensor Data |
A Transfer Function Method to Improve the Reproducibility of Valsalva Maneuver Responses |
1-Page Extended Abstracts |
Medical Imaging and Sensor Data |
A machine learning pipeline to evaluate resting-state EEG features in the prediction of recovery from neurological disorders |
Special Session: Machine learning-enabled solutions to improve diagnostic and prognostic accuracy in patients with severe brain injury: challenges and perspectives |
Medical Imaging and Sensor Data |
Pulsed Field Ablation Efficiency with Nanosecond Pulses |
1-Page Extended Abstracts |
Medical Imaging and Sensor Data |
Spectral Image Classification for Arrhythmia Detection with Wearable Electrocardiogram |
1-Page Extended Abstracts |
Medical Imaging and Sensor Data |
Physio-Tracker – supervising therapeutic home exercises |
1-Page Extended Abstracts |
Emerging Technologies in Healthcare |
Hypertension Detection in Pregnancy Using One-Dimensional Doppler Ultrasound: Exploring Fetal-Maternal Blood Flow |
Special Session: Recent Advances in Cuffless Blood Pressure Measurement |
Medical Imaging and Sensor Data |
Machine Learning-based Metabolic Syndrome Identification |
1-Page Extended Abstracts |
Disease Detection and Diagnosis |
Machine Learning-based Research on Care-Service Strategies of Elderly Care Institutions during COVID-19 |
1-Page Extended Abstracts |
Informatics and Health Systems |
DC PPG to Improve the Accuracy of the Oscillometric Finger Pressing Method for Smartphone-Based Blood Pressure Monitoring |
1-Page Extended Abstracts |
Medical Imaging and Sensor Data |
The Smartphone-Based Oscillometric Finger Pressing Method: Modeling Finger Artery Viscoelasticity For Improved Blood Pressure Computation |
1-Page Extended Abstracts |
Medical Imaging and Sensor Data |