26-30 July 2026

EMBC 2026

Toronto, Canada
Th.2.2: Respiratory Signal Processing
Thursday, 30 July, 10:15 - 11:45
Location: Room 716A
Session Type: Oral
Session Co-Chairs: Bradley Edelman and Delaram Sadatamin
Theme 1: Biomedical Signal Processing
Thu, 30 Jul, 10:15 - 10:30

Th.2.2.1: META-ENSEMBLE LEARNING WITH DIVERSE DATA SPLITS FOR IMPROVED RESPIRATORY SOUND CLASSIFICATION
June-Woo Kim, Wonkwang University; Miika Toikkanen, Heejoon Koo, RSC LAB, MODULABS; Yoon Tae Kim, KAIST; Doyoung Kwon, AICU Global Inc.; Kyunghoon Kim, Seoul National University Bundang Hospita
Thu, 30 Jul, 10:30 - 10:45

Th.2.2.2: Development of a Non-Invasive Respiratory Monitoring System and Analysis of Sleep Respiratory Dynamics During Recovery from Upper Respiratory Infection in Healthy Children
Aoto Tajima, Tokyo Denki University; Shigenori Kawabata, Institute of Science Tokyo; Koji Kurusu, Azalee Nursery School; Minoru Ueda, Kuniyuki Okada, Okada Children’s Forest Clinic; Tatsuhiko Arafune, Tokyo Denki University
Thu, 30 Jul, 10:45 - 11:00

Th.2.2.3: PATIENT-LEVEL RESPIRATORY DISEASE DIAGNOSIS FROM MULTI-CHANNEL LUNG SOUNDS
Dang Nhat Minh Nguyen, FPT University; Truc Thi Kim Nguyen, University of Science and Technology - The University of Da Nang; Si Van Nguyen, University of Medicine and Pharmacy at Ho Chi Minh City; Thao Thi Nguyen Tran, Nghia Thanh Huu Ma, Hung Thanh Quach, Nguyen Trai Hospital; An Le Pham, University of Medicine and Pharmacy at Ho Chi Minh City; Franz Pernkopf, Graz University of Technology
Thu, 30 Jul, 11:00 - 11:15

Th.2.2.4: Evaluating the Robustness and Generalization Ability of Deep Learning Models for Lung Sound Analysis
Alireza Fakhim Babaei, Miguel Coimbra, Francesco Renna, INESC TEC
Thu, 30 Jul, 11:15 - 11:30

Th.2.2.5: LUNOS: A HYBRID SIGNAL PROCESSING AND DEEP LEARNING SYSTEM FOR AUTOMATED LUNG SOUND CLASSIFICATION
Raquel Andrea Calderon Gallardo, Universidad del Valle
Thu, 30 Jul, 11:30 - 11:45

Th.2.2.6: A REAL-TIME RESPIRATORY SIGNAL SEGMENTATION AND INSPIRATORY/EXPIRATORY PHASE CLASSIFICATION PIPELINE FOR ON-BODY MICROPHONE
Leksi Chen, Yuhong Zhang, Geonho Park, Brian Wuerstle, University of California, San Diego; Florian Chapotot, PSGlab.net Consulting; Min Suk Lee, Abhinav Uppal, Adyant Balaji, Zhaoyi Liu, Jiahao Song, University of California, San Diego; Esra Tasali, University of Chicago; Sheng Xu, Gert Cauwenberghs, Yuchen Xu, University of California, San Diego