26-30 July 2026

EMBC 2026

Toronto, Canada
Tu.P27: AI, Imaging, Diagnostics, Monitoring & Digital Health
Tuesday, 28 July, 16:30 - 18:30
Location: Hall E
Session Type: Poster
Theme 8: Therapeutic & Diagnostic Systems and Technologies
Poster Board: H-1

Tu.P27.H-1: A SURVEY ON EXTRACELLULAR VESICLES’ INTEGRATION FOR MACHINE LEARNING TRIAGE OF HEMORRHAGIC AND ISCHEMIC STROKE SUBTYPES

Vasileios E. Katsigiannis, Stavros T. Miloulis, Ioannis Kakkos, Ioannis A. Vezakis, National Technical University of Athens / Institute of Communication and Computer Systems; Naomi C. Buntsma, Joyce Rops, Edwin van der Pol, Amsterdam UMC, University of Amsterdam; George K. Matsopoulos, National Technical University of Athens / Institute of Communication and Computer Systems
Poster Board: H-2

Tu.P27.H-2: A HIPAA-Compliant Digital System for Clinical Trial Automation, Participant Management and Remote Monitoring

Sayed Mashroor Mamun, Masud Rabbani, Ubicomp Lab; Pamela Semanik, Rush University College of Nursing; Zebadiah Boos, Moath Alshahrani, Marquette University; Rowland W Chang, Burcu Aydemir, Northwestern University; Sheikh Iqbal Ahamed, Ubicomp Lab; Daniel Pinto, Marquette University
Poster Board: H-3

Tu.P27.H-3: The Pilot Study of an AI Model to Identify Dysphonia in People with Parkinson's Disease

Nemuel Pah, Quoc Ngo, Barbara Polus, RMIT University; Sanjay Raghav, Monash Health; Arup Bhatacharya, Goulburn Valley Health Hospital; Craig Gorman, Melbourne Speech Clinics; Livia Uzai, University of Sao Paulo; Peter Kempster, Monash University; Dinesh Kumar, RMIT university
Poster Board: H-4

Tu.P27.H-4: BioSARdB: A Realistic Multi-Organ Sound Dataset for Evaluating Feature Robustness in Edge-Based Application

Marija Simic, Sridhar Krishnan, Toronto Metropolitan University
Poster Board: H-5

Tu.P27.H-5: Cross‑Dataset Voice-Based Parkinson’s Detection using Variational Autoencoder Latent Space Mapping

Quoc Cuong Ngo, Nemuel Pah, Barbara Polus, RMIT University; Arup Bhattacharya, Goulburn Valley Health; Sanjay Raghav, Monash Medical Centre; Dinesh Kumar, RMIT University
Poster Board: H-6

Tu.P27.H-6: COMBINING DIFFERENT ENCODINGS OF BLADDER DIARIES CAN IMPROVE THE DIAGNOSIS OF LOWER URINARY TRACT DYSFUNCTION

Ryan G.L. Koh, University of Toronto; José Zariffa, KITE Research Institute; Paul B. Yoo, University of Toronto
Poster Board: H-7

Tu.P27.H-7: NON-INVASIVE COLORECTAL CANCER SCREENING USING ONCO-VOC BREATH ANALYZER

Ioannis Gallos, National Technical University of Athens; Manal Aboud, Gidi Shani, Technion, Israel Institute of Technology; Luis Lima, Mário Dinis-Ribeiro, Portuguese Oncology Institute of Porto; Bjarne Schmalbach, Ileana Schmalbach, University Medical Center of the Johannes Gutenberg-University; Philipp Solbach, University Medical Center Schleswig Holstein; Angelos Amditis, National Technical University of Athens; Hossam Haick, Technion, Israel Institute of Technology; Dimitra Dionysiou, National Technical University of Athens
Poster Board: H-8

Tu.P27.H-8: MACHINE LEARNING BASED PREDICTION OF REQUIRED PREOPERATIVE COILS FOR INTRACRANIAL ANEURYSM EMBOLIZATION

Naoki Yoshida, Soichiro Fujimura, Tokyo University of Science; Kohei Takeshita, Genki Kudo, The Jikei University School of Medicine; Niken P. Martono, Suwa University of Science; Shunsuke Hataoka, Gota Nagayama, Mitsuyoshi Watanabe, The Jikei University School of Medicine; Hayato Ohwada, Tokyo University of Science; Toshihiro Ishibashi, Yuichi Murayama, The Jikei University School of Medicine
Poster Board: H-9

Tu.P27.H-9: A Two Stage Pipeline for Left Atrial Wall Constrained Scar Segmentation and Localization from LGE-MR Images

Bipasha Kundu, Cristian Linte, Rochester Institute of Technology
Poster Board: H-10

Tu.P27.H-10: Design of A Multimodal Interactive Reminiscence System for Older Adults with ADRD

Yuan Cao, Jiahao Zheng, University of Notre Dame; Mark J. Seidman, Katrina Jo Coppedge, Jaydeep Chauhan, Indiana University; Jun Xia, Yiyu Shi, University of Notre Dame; Malaz A. Boustani, Indiana University; Zhi Zheng, University of Notre Dame
Poster Board: H-11

Tu.P27.H-11: INTERPRETABLE MULTI-LEVEL STRESS DETECTION USING WEARABLE PHYSIOLOGICAL SIGNALS AND KOLMOGOROV-ARNOLD NETWORK

Sravya Reddy Yammanuru, Sridhar Krishnan, Toronto Metropolitan University
Poster Board: H-12

Tu.P27.H-12: PREHOSPITAL REAL-TIME AI FOR TRAUMA MORTALITY PREDICTION

Na-eun Oh, Woocheol Jang, Jinseok Lee, Kyung Hee University
Poster Board: H-13

Tu.P27.H-13: Portable Digital Microfluidic Device for Automated CRISPR-Based Cancer Biomarker Detection

Jianxing Zheng, FuDan University; Yiwei Feng, University of Alberta; Li Yuan, Xinhang Zhang, Jing Li, Yubo Huang, Rui Wang, Jie Chen, FuDan University
Poster Board: H-14

Tu.P27.H-14: INVERSION COMPARISONS BETWEEN ISOTROPIC AND ANISOTROPIC MULTI-COMPARTMENT HEAD MODELS FOR EEG SOURCE LOCALIZATION

Babatunde Abdullahi Olatunji, Arash Zarrin Nia, Dilshanie Prasikala, Sampsa Pursiainen, Tampere University
Poster Board: H-15

Tu.P27.H-15: Evaluating Large Vision–language Models for Surgical Tool Detection

Nakul Poudel, Richard Simon, Cristian Linte, Rochester Institute of Technology
Poster Board: H-16

Tu.P27.H-16: REAL-TIME PROGNOSIS DURING PULSELESS ELECTRICAL ACTIVITY FROM DEFIBRILLATOR ECG USING A DEVICE-AGNOSTIC ADD-ON MONITOR

Brage Bartnes, Jonas Rossavik, Torjus L. Steffensen, Norwegian University of Science and Technology; Jon Urteaga, University of Basque Country; Anders Norvik, Norwegian University of Science and Technology; Jan T. Kvaløy, Uinversity of Stavanger; Elisabete Aramendi, University of the Basque Country; Eirik Skgovoll, Martin Steinert, Norwegian University of Science and Technology
Poster Board: H-17

Tu.P27.H-17: VisionMD: Home-Based Digital Assessment of Hand Motor Function from Smartphone Videos

Gabriela Acevedo, Shuyu Liu, Nishant Nagururu, Alvin Wong, Diego Guarin, University of Florida
Poster Board: H-18

Tu.P27.H-18: HIGH-FIDELITY SURGICAL EVENT LABELING FROM VIDEO IN ROBOTIC SURGERY

Reid G Kovacs, Massachusetts Institute of Technology; Cristian Drudi, Riccardo Barbieri, Politecnico di Milano; Emery N Brown, Massachusetts Institute of Technology
Poster Board: H-19

Tu.P27.H-19: A Smartphone-based, AI-integrated Diagnostic Platform for Patient-specific Rapid and Ultrasensitive Detection of CYFRA21-1

Biswadeep Roy, Abhisek Maikap, Soumen Das, Suman Chakraborty, Indian Institute of Technology Kharagpur
Poster Board: H-20

Tu.P27.H-20: VISION-BASED ASSESSMENT OF JOINT SWELLING IN RHEUMATOID ARTHRITIS

Defne Eken, King's College London; Rima Ribei, Harvard University; James Galloway, Timothy Neate, King's College London; Robert Howe, Harvard University; Letizia Gionfrida, King's College London
Poster Board: H-21

Tu.P27.H-21: COMPARATIVE EVALUATION OF FRONTAL PLANE VIDEO-BASED GAIT ANALYSIS PIPELINES

Shuyu Liu, Alvin Wong, Diego Guarin, University of Florida
Poster Board: H-23

Tu.P27.H-23: DePerio: Deep Learning Based Oral Inflammatory Load (OIL) Quantification for Early Periodontal Screening in Dental Clinics

Ebrahim Ghafar-Zadeh, Mahdi Amrollahi Biouki, Muhammad Mahdi Daneshvar, Fatemeh Soheili, Navid Mohaghegh, York University; Michael Glaogauer, University of Toronto
Poster Board: H-24

Tu.P27.H-24: From Virtual Reality Kinematics to Digital Motor Phenotypes: An Exploratory Study in Children With and Without ADHD

John Muñoz, Wilfrid Laurier University; Demeng Chen, Teddy Cheung, University of Toronto; Gagnon Shaigetz, Catherine Proulx, Jennifer Crosbie, National Research Council Canada
Poster Board: H-25

Tu.P27.H-25: The Importance of the Fast Wave in the Acoustic Analysis of an Asymmetric Cochlea

Yasushi Horii, Akari Ide, Toshiaki Kitamura, Kansai University
Poster Board: H-26

Tu.P27.H-26: Treatment Response Optimized Clinical Decision Support AI System via Digital Twin Simulation

Xinyu Qin, University of Houston; Anil K. Sood, The University of Texas MD Anderson Cancer Center; Ruiheng Yu, University of Houston; Sara Corvigno, Elaine Stur, Lu Wang, The University of Texas MD Anderson Cancer Center; ,
Poster Board: H-27

Tu.P27.H-27: Development of a Peg-Type Hand Dexterity Sensing System Using a Tomographic Tactile Sensor

Yutaro Kohama, Momo Inayoshi, Shunsuke Yoshimoto, The University of Osaka; Hiroki Sato, Shibaura Institute of Technology; Shuichi Ino, The University of Osaka
Poster Board: H-28

Tu.P27.H-28: Classification of Voluntary Grasp Motions in Children Using a Peg-Type Tactile Sensing System

Momo Inayoshi, Yutaro Kohama, Shunsuke Yoshimoto, The University of Osaka; Hiroki Sato, Shibaura Institute of Technology; Shuichi Ino, The University of Osaka
Poster Board: H-29

Tu.P27.H-29: Bandwidth-Efficient Telepathology Viewing Framework via Detector-Guided Hybrid-Resolution Whole-Slide Image Streaming

Tong Zou, Tiancheng Cao, Yutong Wang, Han Xu, Hen-Wei Huang, Nanyang Technological University
Poster Board: H-30

Tu.P27.H-30: Design and Validation of a Handheld Spectral Reflectance Device for Quantitative Skin Color Measurement

Hanno Homann, Mathias Poets, Jens Christian Will, Hannover University of Applied Sciences and Arts
Poster Board: H-31

Tu.P27.H-31: CONTACT VS. NON-CONTACT LIGHTING: DO WE UNDERSTAND WHAT REMOTE-PPG IS MEASURING?

Hongjia Liu, Huailei Lai, Huaijing Shu, Wenjin Wang, Southern University of Science and Technology
Poster Board: H-32

Tu.P27.H-32: Comparison of three non-invasive techniques to screen neonatal jaundice in a multiethinic population: neoSCB, JM-105 and MBJ-20

Yifan Zhang, University College London; Jonah Guillermo, Andrea Martínez Pérez, University College London Hospital; Gareth Ambler, University College London; Judith Meek, University College London Hospital; Terence Leung, University College London
Poster Board: H-33

Tu.P27.H-33: SUB-HOUR PRECISION ESTIMATION OF HYPOXIC–ISCHEMIC INJURY TIMING IN EARLY FETAL SHEEP EEG USING TRANSFORMER-Based AI

Sooyoung Park, Callan Maurice Loomes, Joanne Davidson, Nima Sadeghzadeh, Alistair Jan Gunn, Laura Bennet, Hamid Abbasi, The University of Auckland
Poster Board: H-34

Tu.P27.H-34: Leveraging AI Image Recognition to Assess Clinical Difficulty in Airway Management

Erica Campagna, Gabrielle Lavoie, Kaitlyn Pereira, Riana Dutta, Sean Jeffries, Eric Pelletier, Thomas Hemmerling, McGill University