IEEE EMBS BHI 2024 Conference Submissions

OncoNLP: Cancer Comprehend Annotation – a pipeline for cancer phenotype and clinical extraction
thanh duong, Thanh Q. Thieu
- Published: 25 Sept 2024, Last Modified: 23 Oct 2024
- IEEE BHI'24
- Readers: Everyone
Challenges in the Differential Classification of Individual Diagnoses from Co-Occurring ASD and ADHD Using Survey Data
Aditi Jaiswal, Dennis Wall, Peter Washington
- Published: 25 Sept 2024, Last Modified: 21 Oct 2024
- IEEE BHI'24
- Readers: Everyone
xLSTM-UNet can be an Effective Backbone for 2D & 3D Biomedical Image Segmentation Better than its Mamba Counterparts
Tianrun Chen, Chaotao Ding, Lanyun Zhu, Tao Xu, Yan WANG, Deyi Ji, Zejian Li, Ying Zang
- Published: 25 Sept 2024, Last Modified: 23 Oct 2024
- IEEE BHI'24
- Readers: Everyone
Fairness Artificial Intelligence in Clinical Decision Support: Mitigating Effect of Health Disparity
Hang Wu, Yuanda Zhu, Wenqi Shi, Li Tong, May Dongmei Wang
- Published: 25 Sept 2024, Last Modified: 22 Oct 2024
- IEEE BHI'24
- Readers: Everyone
Advancing Healthcare in Low-Resource Environments Through an Optimization and Deployment Framework for Medical Multimodal Large Language Models
Aya El Mir, Lukelo Thadei Luoga, Boyuan Chen, Muhammad Abdullah Hanif, Muhammad Shafique
- Published: 25 Sept 2024, Last Modified: 21 Oct 2024
- IEEE BHI'24
- Readers: Everyone
Scaling Synthetic Brain Data Generation
Mike Doan, Sergey M. Plis
- Published: 25 Sept 2024, Last Modified: 23 Oct 2024
- IEEE BHI'24
- Readers: Everyone
Improving A Large Healthcare System Research Data Warehouse Using OHDSI’s Data Quality Dashboard
Benoit Louis Marteau, Andrew Hornback, Yishan Zhong, Christian Lowson, Jason Woloff, Benjamin M Smith, Coleman Hilton, May Dongmei Wang
- Published: 25 Sept 2024, Last Modified: 21 Oct 2024
- IEEE BHI'24
- Readers: Everyone
Predicting Sensation-Seeking from Resting-State fMRI: The Need for Age-Specific Models
Zishen Li, Bishal Lamichhane, Ankit Patel, Ramiro Salas, Nidal Moukaddam, Ashutosh Sabharwal
- Published: 25 Sept 2024, Last Modified: 23 Oct 2024
- IEEE BHI'24
- Readers: Everyone
CPAP Adherence Improvement for OSA Patients through Integrated Feedback Systems
Yasaman kakaei siahkal, Nejib MOALLA, Aicha Sekhari, Tao Wang, Olivier Grasset
- Published: 25 Sept 2024, Last Modified: 21 Oct 2024
- IEEE BHI'24
- Readers: Everyone
Variational Autoencoder-Based Model Predictive Control for Automated Fluid Resuscitation
Elham Estiri, Hossein Mirinejad
- Published: 25 Sept 2024, Last Modified: 21 Oct 2024
- IEEE BHI'24
- Readers: Everyone
Ethogram-based Personalization of Human Activity and Agility from Radar Micro-Doppler Signatures
Emre Kurtoglu, Sultanus Salehin, Moeness Amin, Irene Kan, Michelle McKay, Sevgi Zubeyde Gurbuz
- Published: 25 Sept 2024, Last Modified: 23 Oct 2024
- IEEE BHI'24
- Readers: Everyone
MealWatcher: A New Toolset to Record Meals for the Development of Automated Energy Intake Estimation
Faria Armin, James Jolly, James Nguyen, Lakshmi Rangaraju, Daniel Regan, Zoe Brown, Sharon O’Toole, Hollie Raynor,, Leslie Brick, Elissa Jelalian, J. Graham Thomas, Stephanie P. Goldstein, Adam Hoover
- Published: 25 Sept 2024, Last Modified: 11 Nov 2024
- IEEE BHI'24
- Readers: Everyone
Explainability for Quality Classifiers in Ultrasound
Mesfin Taye, Martin Hagan
- Published: 25 Sept 2024, Last Modified: 22 Oct 2024
- IEEE BHI'24
- Readers: Everyone
reguloGPT: Harnessing GPT for End-to-End Knowledge Graph Construction of Molecular Regulatory Pathways
Xidong Wu, Sumin Jo, Yiming Zeng, Arun Das, Tinghe Zhang, Parth Patel, Yuanjing Wei, Lei Li, Shou-Jiang Gao, Jianqiu Zhang, Dexter Pratt, Yu-Chiao Chiu, Yufei Huang
- Published: 25 Sept 2024, Last Modified: 21 Oct 2024
- IEEE BHI'24
- Readers: Everyone
Predicting Ophthalmologist Gaze Patterns on OCT Data with Masked Autoencoders and Long Short-Term Memory Networks
Tri Le, Kuang Sun, Kaveri A. Thakoor
- Published: 25 Sept 2024, Last Modified: 23 Oct 2024
- IEEE BHI'24
- Readers: Everyone
Finding Impacts of Social Determinants of Mental Health on Opioid Use Disorder Progression from Clinical Notes Using a Siamese Neural Network-Based Causal Effect Model
Madhavi S Pagare, Inyene Essien Aleksi, Atqiya Munawara Mahi, Mohammad Arif Ul Alam
- Published: 25 Sept 2024, Last Modified: 24 Oct 2024
- IEEE BHI'24
- Readers: Everyone
Advanced Receiver Operating Characteristic Curve Analysis to Identify Outliers in Binary Machine Learning Classifications for Precision Medicine
Khashayar Namdar, Farzad Khalvati
- Published: 25 Sept 2024, Last Modified: 21 Oct 2024
- IEEE BHI'24
- Readers: Everyone
Investigating Physiological Responses During Driving as Potential Biomarkers of Cognitive Decline in Seniors Using Decision Tree Ensemble Modeling
Anu M. Kumar, Yi Murphey, Amanda Cook Maher, Carol Persad, Bruno Giordani, Robert Koeppe
- Published: 25 Sept 2024, Last Modified: 21 Oct 2024
- IEEE BHI'24
- Readers: Everyone
Creating the next Digital Telemedicine Tool for Parkinson's Disease Management with AI
Rita Duarte Vieira, Adriana Arrais, Duarte Dias, Carolina Soares, João Massano, Joao Paulo Silva Cunha
- Published: 25 Sept 2024, Last Modified: 21 Oct 2024
- IEEE BHI'24
- Readers: Everyone
Uncertainty-Informed Active Learning using Monte Carlo Dropout for Risk Stratification in Carotid Ultrasound Imaging
Theofanis Ganitidis, Maria Athanasiou, Konstantina S. Nikita
- Published: 25 Sept 2024, Last Modified: 22 Oct 2024
- IEEE BHI'24
- Readers: Everyone
Autism Diagnosis using Iterative Permutation Sampling-Recursive Feature Elimination Algorithm and Deep Learning
Ahmed Shalaby, Omar Dekhil, Krishna Kanth Chitta, Hankyu Lee, Dwight German, Jeon Lee
- Published: 25 Sept 2024, Last Modified: 21 Oct 2024
- IEEE BHI'24
- Readers: Everyone
Enhanced Online Segmentation and Performance Evaluation Method for Real-Time Activity Recognition in Smart Homes
Abbas Ramadan, Farida SAID, Florent Frizon De Lamotte
- Published: 25 Sept 2024, Last Modified: 24 Oct 2024
- IEEE BHI'24
- Readers: Everyone
Communication-efficient Quantum Federated Learning Optimization for Multi-Center Healthcare Data
Amandeep Singh Bhatia, Mandeep Kaur Saggi, Sabre Kais
- Published: 25 Sept 2024, Last Modified: 21 Oct 2024
- IEEE BHI'24
- Readers: Everyone
CGM-Freq: A Python Library for Frequency Domain Analysis of Continuous Glucose Monitoring Data
Elizabeth Healey, Isaac S. Kohane
- Published: 03 Oct 2024, Last Modified: 24 Oct 2024
- IEEE BHI'24
- Readers: Everyone
Autoencoder-based Detection of Insulin Pump Faults in Type 1 Diabetes Treatment
Elena Idi, Francesco Prendin, Giovanni Sparacino, Simone Del Favero
- Published: 25 Sept 2024, Last Modified: 24 Oct 2024
- IEEE BHI'24
- Readers: Everyone