IEEE EMBS BHI 2025 Conference Submissions

Patient specific Pancreatic Ductal Adenocarcinoma segmentation in multiphase CTs through a registration methodology
Sara Ghezzi, Edoardo Maria Polo, Cristian Drudi, Riccardo Levi, Rami Abou El Zahab, Silvia Carrara, Cristiana Bonifacio, Alessandro Zerbi, Riccardo Barbieri
- Published: 19 Aug 2025, Last Modified: 12 Oct 2025
- BHI 2025
- Readers: Everyone
Mitigating Skin Pigmentation Bias in Pulse Oximetry through Personalized Machine Learning Models
Carter D. Ostrowski, Hakan Burak Karli, Bige Deniz Unluturk
- Published: 19 Aug 2025, Last Modified: 12 Oct 2025
- BHI 2025
- Readers: Everyone
Enhancing Lung Cancer Histopathological Subtyping via Fuzzy Patch Scoring Integrated into an Ensemble Deep Learning Framework
Mohammad mehdi hosseini, Bardia Yousefi Rodd
- Published: 19 Aug 2025, Last Modified: 10 Nov 2025
- BHI 2025
- Readers: Everyone
Predicting Failures of LLMs to Link Biomedical Ontology Terms to Identifiers: Evidence Across Models and Ontologies
Daniel B. Hier, Steven K. Platt, Tayo Obafemi-Ajayi
- Published: 19 Aug 2025, Last Modified: 12 Oct 2025
- BHI 2025
- Readers: Everyone
Fusion-Augmented Large Language Models: Boosting Diagnostic Trustworthiness via Model Consensus
Md Kamrul Siam, Md Jobair Hossain Faruk, Huanying Gu, Jerry Cheng
- Published: 19 Aug 2025, Last Modified: 12 Oct 2025
- BHI 2025
- Readers: Everyone
An AI Implementation Science Study to Improve Trustworthy Data in a Large Healthcare System
Benoit Louis Marteau, Andrew Hornback, Shaun Qien Yeau Tan, Jason Woloff, Christian Lowson, May Dongmei Wang
- Published: 19 Aug 2025, Last Modified: 12 Oct 2025
- BHI 2025
- Readers: Everyone
Topology Informed Surrogate Modeling for Parameter Optimization in Multicellular Models
Andrew Kailiang Jin, Kenji Komiya, Ryo Nishikimi, Kunio Kashino
- Published: 19 Aug 2025, Last Modified: 12 Oct 2025
- BHI 2025
- Readers: Everyone
Leveraging Evidence-Guided LLMs to Enhance Trustworthy Depression Diagnosis
Yining Yuan, J. Ben Tamo, Micky C. Nnamdi, Yifei Wang, May Dongmei Wang
- Published: 19 Aug 2025, Last Modified: 12 Oct 2025
- BHI 2025
- Readers: Everyone
Exploring the Impact of Supervised Multimodal Learning on the Performance and Explainability of Pediatric Brain Tumor Molecular Diagnosis
Sara Ketabi, Matthias W. Wagner, Cynthia Hawkins, Uri Tabori, Birgit Betina Ertl-Wagner, Farzad Khalvati
- Published: 19 Aug 2025, Last Modified: 12 Oct 2025
- BHI 2025
- Readers: Everyone
Graph-Based Deep Learning for Predicting Seizure Outcome in Epilepsy Patients with Thalamic SEEG Contacts
Syeda Abeera Amir, Artur Agaronyan, Marius george Linguraru, Chima Oluigbo, Syed Anwar
- Published: 19 Aug 2025, Last Modified: 12 Oct 2025
- BHI 2025
- Readers: Everyone
Recursive Confidence Propagation in Medical Diagnosis: A Hierarchical Uncertainty Framework Using Confident Learning and GANs
Vasu Jindal, Huijin Ju, Zili Lv
- Published: 19 Aug 2025, Last Modified: 12 Oct 2025
- BHI 2025
- Readers: Everyone
Breast Cancer Detection in Thermographic Images via Diffusion‐Based Augmentation and Nonlinear Feature Fusion
Sepehr Salem, M. Moein Esfahani, Jingyu Liu, Vince Calhoun
- Published: 19 Aug 2025, Last Modified: 12 Oct 2025
- BHI 2025
- Readers: Everyone
Comparative Analysis of Machine Learning Models for Obstructive Sleep Apnea and Hypopnea Detection Using Pulse Oximetry and Heart Rate Variability
Vedang Sharma, Md. Ariful Islam, Umesh Goswami, Chad M. Roff, Md Mobashir Hasan Shandhi
- Published: 19 Aug 2025, Last Modified: 12 Oct 2025
- BHI 2025
- Readers: Everyone
Developing An Attention-Based Deep Learning Framework for Obstructive Sleep Apnea Detection Using Single-Channel Oximetry Signal
Malar Paavai Muthukumaran, Micky C. Nnamdi, J. Ben Tamo, Chad A. Purnell, May Dongmei Wang
- Published: 19 Aug 2025, Last Modified: 12 Oct 2025
- BHI 2025
- Readers: Everyone
A Hybrid Learning Framework for Predicting Post-Treatment Serum Sodium in Patients with Hyponatremia
Ghanahshyam B. Kshirsagar, Robert Hayden, Prasheen Shah, Christopher El Mouhayyar, Sahir Kalim, Sagar Nigwekar, Raimond Winslow, Qingchu Jin
- Published: 19 Aug 2025, Last Modified: 12 Oct 2025
- BHI 2025
- Readers: Everyone
ResSwinUnet3D: Developing A New Residual-Based SwinUnet3D Model for Enhanced 3D Medical Image Segmentation
B. Vaibhav Mallya, Micky C. Nnamdi, J. Ben Tamo, Matthew Chen, Yishan Zhong, Wenqi Shi, May Dongmei Wang
- Published: 19 Aug 2025, Last Modified: 12 Oct 2025
- BHI 2025
- Readers: Everyone
An Interactive Framework for Generating Clinical Data with Human Feedback
Yu Yang, Jiafeng Song, Zhishuai Liu, Henry P Foote, Rishikesan Kamaleswaran, Pan Xu
- Published: 19 Aug 2025, Last Modified: 12 Oct 2025
- BHI 2025
- Readers: Everyone
Prevalence and Predictors of Pressure Injuries in Patients with Spinal Cord Injuries using Clinical Data
Lindsay Stern, Atena Roshan Fekr
- Published: 19 Aug 2025, Last Modified: 12 Oct 2025
- BHI 2025
- Readers: Everyone
Robust Group PCA for Separable Noise: An Argument for Subject-Level PCA
Samuel Oriola, Calvin McCurdy, Bradley Thomas Baker, Vince Calhoun, Rogers F Silva
- Published: 19 Aug 2025, Last Modified: 12 Oct 2025
- BHI 2025
- Readers: Everyone
Bidirectional Translation Between ECG and PCG
Sajjad Karimi, Amit J. Shah, Gari Clifford, Reza Sameni
- Published: 19 Aug 2025, Last Modified: 12 Oct 2025
- BHI 2025
- Readers: Everyone
Deep Learning-Based Detection of Cognitive Impairment from Passive Smartphone Sensing with Routine-Aware Augmentation and Demographic Personalization
Yufei Shen, Ji Hwan Park, Minchao Huang, Jared F. Benge, Justin F Rousseau, Rosemary A. Lester-Smith, Edison Thomaz
- Published: 19 Aug 2025, Last Modified: 12 Oct 2025
- BHI 2025
- Readers: Everyone
Developing Semi-Automated Approaches for Generating Survivorship Care Plans for Pediatric Cancer Survivors
Andrew Hornback, Rebecca Williamson Lewis, Wayne Haowei Liang, Karen E. Effinger, Naveen Muthu, Harinishree Sathu, Yuanda Zhu, Benoit Louis Marteau, May Dongmei Wang
- Published: 19 Aug 2025, Last Modified: 12 Oct 2025
- BHI 2025
- Readers: Everyone
MIMIC-Sepsis: A Curated Benchmark for Modeling and Learning from Sepsis Trajectories in the ICU
Yong Huang, Zhongqi Yang, Amir M. Rahmani
- Published: 19 Aug 2025, Last Modified: 12 Oct 2025
- BHI 2025
- Readers: Everyone
Scalable Diversity-Aware Feature Scoring for Biomedical Big Data via Hypercube-Based Density Estimation
David Li
- Published: 19 Aug 2025, Last Modified: 12 Oct 2025
- BHI 2025
- Readers: Everyone
Preprocessing Variability in fMRI Predictive Modeling: Effects of Distortion Correction on Functional Connectivity-Based Predictions
Zishen Li, Bishal Lamichhane, Ankit Patel, Ramiro Salas, Nidal Moukaddam, Ashutosh Sabharwal
- Published: 19 Aug 2025, Last Modified: 12 Oct 2025
- BHI 2025
- Readers: Everyone