Future Trends in Biomedical and Health Informatics and Cybersecurity in Medical Devices : Proceedings of the International Conference on Biomedical and Health Informatics, ICBHI 2019, 17-20 April 2019, Taipei, Taiwan

This book gathers the proceedings of the IV International Conference on Biomedical and Health Informatics (ICBHI 2019), held on 17-20 April, 2019, in Taipei, Taiwan. Contributions span a range of topics, including medical imaging, biosignal processing, biodata management and analytics, public and personalized health systems, mobile health applications and many more. The IV conference edition gave a special emphasis to cybersecurity issues and cutting-edge medical devices, as it is reflected in this book, which provides academics and professionals with extensive knowledge on and a timely snapshot of cutting-edge research and developments in the field of biomedical and health informatics. Front Matter ....Pages i-xvi Artificial Intelligence (AI) for Dental Intraoral Film Mounting (Meng-Chi Chen, Cheng-Hsueh Chen, Mu-Hsiung Chen)....Pages 1-8 Exploring the Possibilities to Characterize the Soft Tissue Using Acoustic Emission Waveforms (Yashbir Singh, Wei-Chih Hu, Alfredo Illanes, Michael Friebe)....Pages 9-14 Real-Time Intelligent Healthcare Monitoring and Diagnosis System Through Deep Learning and Segmented Analysis (Edward B. Panganiban, Wen-Yaw Chung, Wei-Chieh Tai, Arnold C. Paglinawan, Jheng-Siang Lai, Ren-Wei Cheng et al.)....Pages 15-25 The Prolonged Effect on Respiratory Sinus Arrhythmia Response of Individual with Internet Gaming Disorder via Breathing Exercise (Hong-Ming Ji, Tzu-Chien Hsiao)....Pages 26-32 Automatic Liver and Spleen Segmentation with CT Images Using Multi-channel U-net Deep Learning Approach (Ting-Yu Su, Yu-Hua Fang)....Pages 33-41 Classification of Breast Cancer Malignancy Using Machine Learning Mechanisms in TensorFlow and Keras (Yuan-Hsiang Chang, Chi-Yu Chung)....Pages 42-49 A New Numerical Simulation Process for Footwear Slip Resistance Analysis (Shu-Yu Jhou, Wei-Chun Hsu, Ching-Chi Hsu)....Pages 50-56 A Numerical Study of Different Hallux Valgus Treatments Using Three-Dimensional Human Musculoskeletal Lower Extremity Models (Kuan-Ting Huang, Kao-Shang Shih, Ching-Chi Hsu)....Pages 57-62 Point-of-Care Testing System of Uric Acid for the Prevention from Urolithiasis Recurrence (Lin-Chen Yen, Cheanyeh Cheng, Wen-Yaw Chung, Vincent Tsai)....Pages 63-71 A Transcutaneous High-Efficiency Battery Charging System with a Small Temperature Increase for Implantable Medical Devices Based on the Taguchi Method (De-Fu Jhang, Szu-Ying Kao, Kuan-Ting Lee, Chiung-Cheng Chuang)....Pages 72-79 Using Bi-planar X-Ray Images to Reconstruct the Spine Structure by the Convolution Neural Network (Chih-Chia Chen, Yu-Hua Fang)....Pages 80-85 Biomechanical Analysis of Pullout Strength of Spinal Pedicle Screws with Full Insertion and Back-Out Using Finite Element Method (Yu-You Chen, Chian-Yun Hsu, Kao-Shang Shih, Ching-Chi Hsu)....Pages 86-90 A Free-Hand System of the High-Frequency Single Element Ultrasound Transducer for Skin Imaging (Wei-Ting Zhang, Yin-Chih Lin, Wei-Hao Chen, Chia-Wei Yang, Hui-Hua Kenny Chiang)....Pages 91-99 Ultrasonography Classification of Obstructive Sleep Apnea (OSA) Through Dynamic Tongue Base Motion Tracking and Tongue Area Measurements (Cyrel Ontimare Manlises, Jeng-Wen Chen, Chih-Chung Huang)....Pages 100-107 A Novel Multi-direction Adjustment Strategy for Reducing Ghost Artifact in Body Tomosynthesis (Yu-Ching Ni, Chia-Yu Lin, Chia-Hao Chang, Fan-Pin Tseng, Sheng-Pin Tseng, Keh-Shih Chuang)....Pages 108-114 Blood Pressure Variation Trend Analysis Based on Model Study (Pei-Ying Chen, Hao-Jen Ting, Mei-Fen Chen, Wen-Chen Lin, Kang-Ping Lin)....Pages 115-121 Raman Spectroscopic Urine Crystal Detection and Clinical Significance Study on Urolithiasis Management (Chih-Hao Wang, Jing-Xiang Zeng, Pin-Chuan Chen, Hui-Hua Kenny Chiang)....Pages 122-128 A Real Time Fall Detection System Using Tri-Axial Accelerometer and Clinometer Based on Smart Phones (Yi-Sheng Su, Shih-Hsiung Twu)....Pages 129-137 Automatic Classification of Lymph Node Metastasis in Non-Small-Cell Lung Cancer (NSCLC) Patient on F-18-FDG PET/CT (Tsu-Chi Cheng, Nan-Tsing Chiu, Yu-Hua Fang)....Pages 138-142 Feasibility Study of Developing a Brain-Dedicated SPECT Scanner (Hsin-Chin Liang, Yu-Ching Ni, Hsiang-Ning Wu)....Pages 143-147 Development of Urine Conductivity Sensing System for Measurement and Data Collection (Roozbeh Falah Ramezani, Abdul Hadi Nograles, Wen-Yaw Chung, Jennifer Dela Cruz, Kuan-Hua Li, Chean-Yeh Cheng et al.)....Pages 148-155 Spectrogram and Deep Neural Network Analysis in Detecting Paroxysmal Atrial Fibrillation with Bottleneck Layers and Cross Entropy Approach (Edward B. Panganiban, Wen-Yaw Chung, Arnold C. Paglinawan)....Pages 156-165 3D Fluorescence Tomography Combined with Ultrasound Imaging System in Small Animal Study (Shih-Po Su, Hui-Hua Kenny Chiang)....Pages 166-173 Main Barriers and Needs to Support Clinical Cancer Research via Health Informatics (Laura Lopez-Perez, Silvana Canevari, Leandro Pecchia, Maria Teresa Arredondo, Lisa Licitra, Giuseppe Fico)....Pages 174-182 Stability Evaluation of a Tissue Oxygen Saturation Measurement System (Shao-Hung Lu, Tieh-Cheng Fu, Wei-Cheng Lu, Po-Hung Chang, Kang-Ping Lin, Cheng-Lun Tsai)....Pages 183-190 Liquid Phantom for Calibrating Tissue Oxygen Saturation Measurement (Po-Hung Chang, Shao-Hung Lu, Tieh-Cheng Fu, Kang-Ping Lin, Cheng-Lun Tsai)....Pages 191-197 Instantaneous Respiratory Phase Response of Individual with Internet Gaming Disorder During Watching Game Video (Hong-Ming Ji, Tzu-Chien Hsiao)....Pages 198-203 Photoplethysmographic Signals Measured at the Nose (Pin-Lu Li, Shao-Hung Lu, Kang-Ping Lin, Cheng-Lun Tsai)....Pages 204-211 Correlation Between Time-Domain Features of Electrohysterogram Data of Pregnant Women and Gestational Age (Chomkansak Hemthanon, Suparerk Janjarasjitt)....Pages 212-218 A Study of Speech Phase in Dysarthria Voice Conversion System (Ko-Chiang Chen, Ji-Yan Han, Sin-Hua Jhang, Ying-Hui Lai)....Pages 219-226 Toward the Precision Medicine for a Psychiatric Disorder: Light Therapy for Major Depressive Disorder with Neuroimaging Validation (Fan-pei Gloria Yang, Wei-cheng Chao, Sung-wei Chen, Ernie Du, Chi-chin Yang, Li-chi Su et al.)....Pages 227-234 Integrated RFID Aperture and Washing Chamber Shielding Design for Real-Time Cleaning Performance Monitoring in Healthcare Laundry System (Kampol Woradit, Setta Sassananan, Sasithorn Boonjun, Amaraporn Boonpratatong)....Pages 235-242 Manual Wheelchair Propulsion and Joint Power Transmission Efficiency for Diagnosis of Upper-Limb Overuse (Supanat Sakunwitunthai, Worapol Aramrussameekul, Amaraporn Boonpratatong)....Pages 243-251 Individual Margins of Instantaneous Dynamic Stability: Verification in Elderly with Mobility and Balance Tests (Pattranit Kitiratchai, Waranya Mongkholhatthi, Sugunya Wongbuangam, Amaraporn Boonpratatong)....Pages 252-259 Cyber-Physical Secure VLC Applications (Noriharu Miyaho, Noriko Konno, Takamasa Shimada, Kana Egawa, Kosuke Watai, Kotaro Murase et al.)....Pages 260-267 Empirical Modeling of Photopolymerization for Oxygen-Mediated Anti-cancer (Kuo-Ti Chen, Jui-Teng Lin, Hsia-Wei Liu)....Pages 268-274 Investigating the Use of Wearables for Monitoring Circadian Rhythms: A Feasibility Study (Rossana Castaldo, Marta Prati, Luis Montesinos, Vishwesh Kulkarni, Micheal Chappell, Helen Byrne et al.)....Pages 275-280 Quantitative Reduction in the Dynamic Endothelial Function on Foot Microcirculation in Patients with Diabetes Mellitus (Jia-Jung Wang, Xuan-Hao Su, G. Hung, Hsin-Yen He, Wei-Kung Tseng)....Pages 281-287 Promises and Challenges in the Use of Wearable Sensors and Nonlinear Signal Analysis for Balance and Fall Risk Assessment in Older Adults (Luis Montesinos, Rossana Castaldo, Leandro Pecchia)....Pages 288-295 Arrhythmia Detection Using Curve Fitting and Machine Learning (Po-Chuan Chiu, Han-Chien Cheng, Shu-Nung Yao)....Pages 296-303 Combining Multi-classifier with CNN in Detection and Classification of Breast Calcification (Kuan-Chun Chen, Chiun-Li Chin, Ni-Chuan Chung, Chin-Luen Hsu)....Pages 304-311 Evaluation of Left Ventricular Ejection Fraction Obtained from 201Tl Myocardial Perfusion Scan by CZT Cardiac Camera (Hsiao-Ling Chiang, Chien-Hsin Ting, Cheng-Pe Chang, Bang-Hung Yang, Jyh-Shyan Leu, Chi-Long Juang et al.)....Pages 312-319 Cardiopulmonary Resuscitation Support Using Accelerometer Signals from the Carotid (Diogo Jesus, Paulo Carvalho, Jens Muehlsteff, Ricardo Couceiro)....Pages 320-327 Input Clinical Parameters for Cardiac Heart Failure Characterization Using Machine Learning (Ernesto Iadanza, Camilla Chilleri)....Pages 328-334 An Investigation on Phase Characteristics of Galvanic Coupling Human Body Communication (Weikun Chen, Wenzhu Liu, Ivana Čuljak, Xingguang Chen, Haibo Zheng, Yueming Gao et al.)....Pages 335-341 Noise Reduction for Continuous Positive Airway Pressure Machine (Cheng-Yuan Chang, Sen M. Kuo, Xiu-Wei Liu)....Pages 342-348 Dysphonia Measurements Detection Using CQT’s and MFCC’s Methods (Mario Lopez-Rodríguez, Mireya Sarai García-Vázquez, Luis Miguel Zamudio-Fuentes, Alejandro Ramírez-Acosta)....Pages 349-355 Quantification of Systolic Time Intervals Using Continuous Wavelet Transform of Electrocardiogram and Phonocardiogram Signals (Suparerk Janjarasjitt)....Pages 356-362 PEP and LVET Detection from PCG and ECG (Yi-Fang Yang, Yu-Sheng Chou, Jia-Yin Wang)....Pages 363-370 To Determinate PEP and LVET Through Analyzing LPC of Heart Sounds (Jin-Hao Ou, Ming-Hao Yang, Ming-Hsien Yu, Wen-Chien Chen)....Pages 371-380 Improvement of Environment and Camera Setting on Extraction of Heart Rate Using Eulerian Video Magnification (Bo-Yu Huang, Chi-Lun Lin)....Pages 381-388 Deep Learning Method to Detect Plaques in IVOCT Images (Grigorios-Aris Cheimariotis, Maria Riga, Konstantinos Toutouzas, Dimitris Tousoulis, Aggelos Katsaggelos, Nikolaos Maglaveras)....Pages 389-395 Fall Risk Assessment in Older Adults with Diabetic Peripheral Neuropathy (Jhonathan Sora Cárdenas, Martha Zequera Díaz, Francisco Calderón Bocanegra)....Pages 396-404 COP Analysis in Type 2 Diabetics with Peripheral Diabetic Neuropathy (Daissy Carola Toloza, Martha Zequera, Gustavo Castro)....Pages 405-412 Comparison of Human Fall Acceleration Signals Among Different Datasets (Goran Šeketa, Lovro Pavlaković, Sara Žulj, Dominik Džaja, Igor Lacković, Ratko Magjarević)....Pages 413-419 Handling Missing Data in CGM Records (Sara Zulj, Paulo Carvalho, Rogerio Ribeiro, Ratko Magjarevic)....Pages 420-427 Based on DICOM RT Structure and Multiple Loss Function Deep Learning Algorithm in Organ Segmentation of Head and Neck Image (Ya-Ju Hsieh, Hsien-Chun Tseng, Chiun-Li Chin, Yu-Hsiang Shao, Ting-Yu Tsai)....Pages 428-435 Back Matter ....Pages 437-439