IEEE EMBS BHI 2024 Conference Submissions

Evaluating Advanced Large Language Models for Pulmonary Disease Diagnosis Using Portable Spirometer Data: A Comparative Analysis of Gemini-1.5 Pro, GPT-4o, and Claude-3.5 Sonnet
Jin-Hyun Park, Chinock Cheong, Sanghee Kang, INPYO LEE, Sungjin Lee, Kisang Yoon, Hwamin Lee
- Published: 25 Sept 2024, Last Modified: 24 Oct 2024
- IEEE BHI'24
- Readers: Everyone
Artificial Intelligence-Driven Penetration-Aspiration Detection in Dysphagia Patients Using Fluoroscopic Videos
Sanjeevi G
- Published: 25 Sept 2024, Last Modified: 24 Oct 2024
- IEEE BHI'24
- Readers: Everyone
Classification of Glomerulonephritis with CNN and Self-Attention Networks in Individual Glomeruli in Nephropathology
Gloria Bueno, Anibal Pedraza, Israel Mateos-Aparicio, Huy Q. Vo, Nicola Altini, Hien Van Nguyen, Jan Becker
- Published: 25 Sept 2024, Last Modified: 22 Oct 2024
- IEEE BHI'24
- Readers: Everyone
Enhancing Physician Flexibility: Prompt-Guided Multi-class Pathological Segmentation for Diverse Outcomes
Can Cui, Ruining Deng, Junlin Guo, Quan Liu, Tianyuan Yao, Haichun Yang, Yuankai Huo
- Published: 25 Sept 2024, Last Modified: 21 Oct 2024
- IEEE BHI'24
- Readers: Everyone
Constrained Source-based Salience: Network-based Visualization of Deep Learning Neuroimaging Models
Ishaan Batta, Anees Abrol, Vince Calhoun
- Published: 25 Sept 2024, Last Modified: 21 Oct 2024
- IEEE BHI'24
- Readers: Everyone
RBAD: A Dataset and Benchmark for Retinal Bifurcation Angle Detection
Hao Wang, Wenhui Zhu, Jiayou Qin, Xin Li, Oana Dumitrascu, Xiwen Chen, Peijie Qiu, Abolfazl Razi, Yalin Wang
- Published: 25 Sept 2024, Last Modified: 21 Oct 2024
- IEEE BHI'24
- Readers: Everyone
GlyMan: Glycemic Management using Patient-Centric Counterfactuals
Asiful Arefeen, Saman Khamesian, Adela Grando, Bithika M. Thompson, Hassan Ghasemzadeh
- Published: 25 Sept 2024, Last Modified: 21 Oct 2024
- IEEE BHI'24
- Readers: Everyone
Non-invasive Electrolyte Estimation Using Multi-lead ECG data via Semi-supervised Contrastive Learning with an Adaptive Loss
Zhale Nowroozilarki, Sicong Huang, Rohan Khera, Bobak J Mortazavi
- Published: 25 Sept 2024, Last Modified: 21 Oct 2024
- IEEE BHI'24
- Readers: Everyone
Integrating Neuroimaging and Genetics via Contrastive Learning for Working Memory
Pranav Nadigapu Suresh, Behnam Kazemivash, Dawn M Jensen, Vince Calhoun, Jingyu Liu
- Published: 25 Sept 2024, Last Modified: 22 Oct 2024
- IEEE BHI'24
- Readers: Everyone
Adapting Deep-Learning Audio Models for Abnormal EEG Classification
Yixuan Zhu, David George Western
- Published: 25 Sept 2024, Last Modified: 24 Oct 2024
- IEEE BHI'24
- Readers: Everyone
Federated Transformer-based Lightweight Modeling for Epilepsy Prediction using Twofold Personalization
George Anim
- Published: 25 Sept 2024, Last Modified: 06 Nov 2024
- IEEE BHI'24
- Readers: Everyone
Leveraging Machine Learning and Threshold-Free Cluster Enhancement to Unravel Perception of Emotion and Implied Movement
Shyamal Y. Dharia, Mahdis Hojjati, Dr. Sergio G. Camorlinga, Dr. Stephen D. Smith, Dr. Amy S. Desroches
- Published: 25 Sept 2024, Last Modified: 21 Oct 2024
- IEEE BHI'24
- Readers: Everyone
Adaptive Cross-View Feature Mining for Jaw Lesions Detection and Recognition in CBCT Images
Wang Yue, Chen Houjin, Li Jupeng, Piaolin Hu, Zhang Xinyue, Ma Ruohan, Li Gang
- Published: 25 Sept 2024, Last Modified: 21 Oct 2024
- IEEE BHI'24
- Readers: Everyone
Confidence-Calibrated Clinical Decision Support System for Reliable Respiratory Disease Screening
Micky C. Nnamdi, J. Ben Tamo, Wenqi Shi, Vivek Chundru, Benoit Louis Marteau, Oankar R. Patil, May Dongmei Wang
- Published: 25 Sept 2024, Last Modified: 21 Oct 2024
- IEEE BHI'24
- Readers: Everyone
Elucidating The Impact of Community-Level Social Determinants of Health on Pre-operative Frailty: A Data-Driven Study in Florida
Chen Bai, Mamoun Mardini
- Published: 25 Sept 2024, Last Modified: 21 Oct 2024
- IEEE BHI'24
- Readers: Everyone
Advancing Sleep Disorder Diagnostics: A Transformer-based EEG Model for Sleep Stage Classification and OSA Prediction
Cheng Wan, Micky C. Nnamdi, Wenqi Shi, Benjamin Smith, Chad Purnell, May Dongmei Wang
- Published: 25 Sept 2024, Last Modified: 21 Oct 2024
- IEEE BHI'24
- Readers: Everyone
Epidemiological Model Calibration with Bayesian Decision-Making
Puhua Niu, Byung-Jun Yoon, Xiaoning Qian
- Published: 25 Sept 2024, Last Modified: 21 Oct 2024
- IEEE BHI'24
- Readers: Everyone
MHKD: Multi-step Hybrid Knowledge Distillation for Low-resolution Whole Slide Images Glomerulus Detection
Xiangsen Zhang, Longfei Han, Chenchu Xu, Zhaohui Zheng, Jin Ding, Xianghui Fu, Dingwen Zhang, Junwei Han
- Published: 25 Sept 2024, Last Modified: 22 Oct 2024
- IEEE BHI'24
- Readers: Everyone
Nightbeat: Heart Rate Estimation From a Wrist-Worn Accelerometer During Sleep
Max Moebus, Lars Hauptmann, Nicolas Kopp, Berken Utku Demirel, Björn Braun, Christian Holz
- Published: 25 Sept 2024, Last Modified: 21 Oct 2024
- IEEE BHI'24
- Readers: Everyone
Efficient Compressed Sensing for Real-Time Electrocardiogram Acquisition on Low-Power Implanted Medical Devices
Mitchell Terrell, Jon Weissman
- Published: 25 Sept 2024, Last Modified: 21 Oct 2024
- IEEE BHI'24
- Readers: Everyone
3D-Organoid-SwinNet: High-content profiling of 3D organoids through Transformer-Based Architecture
Muhammad Sohaib, Siyavash Shabani, Sahar A. Mohammed, Garrett Winkelmaier, Qingsu Cheng, Bahram Parvin
- Published: 25 Sept 2024, Last Modified: 21 Oct 2024
- IEEE BHI'24
- Readers: Everyone
Oral Cancer Detection using Mobile Vision Technology
Lena D. Swamikannan, Akshay Bhagwan Sonawane, C.S. Mani, Lakshmi Narayana, Lakshman Tamil, Jay S. Patel
- Published: 25 Sept 2024, Last Modified: 23 Oct 2024
- IEEE BHI'24
- Readers: Everyone
HSC-T: B-ultrasound-to-elastography Translation via Hierarchical Structural Consistency Learning for Thyroid Cancer Diagnosis
Hongcheng Han, Zhiqiang Tian, Qinbo Guo, Jue Jiang, Juan Wang, Shaoyi Du
- Published: 25 Sept 2024, Last Modified: 21 Oct 2024
- IEEE BHI'24
- Readers: Everyone
Accurate Classification of Dysplasia in Inflammatory Bowel Disease Patients Using Deep Learning
Ahmad Tamim Hamad, Parshad Suthar, Katsiaryna Laziuk, Deepthi Rao, Praveen Rao
- Published: 25 Sept 2024, Last Modified: 21 Oct 2024
- IEEE BHI'24
- Readers: Everyone
Type-Specific Seizure Network Analysis For RNS Target Selection in Multifocal Patients
Genchang Peng, Mehrdad Nourani, Jay Harvey
- Published: 25 Sept 2024, Last Modified: 21 Oct 2024
- IEEE BHI'24
- Readers: Everyone