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
Session:
Th.2.2: Respiratory Signal Processing Oral
Track:
Biomedical Signal Processing
Location:
Room 716A
Presentation Time:
Thursday, 30 July, 11:00 - 11:15
Session Co-Chairs:
Bradley Edelman and Delaram Sadatamin
Presentation
Discussion
Resources
No resources available.
Session Th.2.2
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
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
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
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
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
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
Resources
No resources available.