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181 results on '"Lung, Chi-Wen"'

2. An Improved Face Mask-aware Recognition System Based on Deep Learning

Author

Lin, Chih-Yang, Rojanasarit, Amornthep, Thaipisutikul, Tipajin, Lung, Chi-Wen, Akhyar, Fityanul, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Shukla, Samiksha, editor, Gao, Xiao-Zhi, editor, Kureethara, Joseph Varghese, editor, and Mishra, Durgesh, editor

Published
2022
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3. Antilock Braking System (ABS) Based Control Type Regulator Implemented by Neural Network in Various Road Conditions

Author

Chen, Hsing-Chung, Wisnujati, Andika, Widodo, Agung Mulyo, Song, Yu-Lin, Lung, Chi-Wen, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Barolli, Leonard, editor, Chen, Hsing-Chung, editor, and Enokido, Tomoya, editor

Published
2022
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5. Using Ultrasound to Assess Microchambers and Macrochambers Tissue Properties After Walking at Different Speeds and Durations

Author

Shen, Wei-Cheng, Jan, Yih-Kuen, Lung, Chi-Wen, Chen, Hsin-Chieh, Li, Cheng-Tsung, Bau, Jian-Guo, Liau, Ben-Yi, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Goonetilleke, Ravindra S., editor, Xiong, Shuping, editor, Kalkis, Henrijs, editor, Roja, Zenija, editor, Karwowski, Waldemar, editor, and Murata, Atsuo, editor

Published
2021
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6. Using Deep Learning Methods to Predict Walking Intensity from Plantar Pressure Images

Author

Chen, Hsing-Chung, Sunardi, Jan, Yih-Kuen, Liau, Ben-Yi, Lin, Chih-Yang, Tsai, Jen-Yung, Li, Cheng-Tsung, Lung, Chi-Wen, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Goonetilleke, Ravindra S., editor, Xiong, Shuping, editor, Kalkis, Henrijs, editor, Roja, Zenija, editor, Karwowski, Waldemar, editor, and Murata, Atsuo, editor

Published
2021
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7. Classification of plantar pressure based on walking duration and shoe pressure using a convolutional neural network.

Author

Ramadhan, Gilang Titah, Haris, Fahni, Pusparani, Yori, Rum, Maftuhah Rahimah, and Lung, Chi-Wen

Subjects
CONVOLUTIONAL neural networks, TOES, FOOT, FITNESS walking, FOOT ulcers, DEEP learning, SHOES
Abstract

Walking has become a daily activity that we cannot miss, even walking can improve the health of our bodies. However, walking without proper procedures can result in repeated pressure on the plantar feet, leading to a high risk of foot ulcers. This study proposed a deep learning model to classify the walking duration and shoe pressure using plantar region pressure images. Convolutional Neural Network (CNN) is used in developing a shoe pressure classification model and walking duration with ResNet-50 architecture. This model uses plantar pressure images at the First toe (T1), First metatarsal head (M1), Second Metatarsal Head (M2), and Heel (HL) with three different shoe pressures (small at 80 mmHg, moderate at 160 mmHg, and high at 240 mmHg) and two walking duration (10 minutes and 20 minutes) from 16 patients (2304 images). From 16 patients, 13 were randomly selected to become training data, and the other three were chosen to become test data in evaluating the model's performance. The best accuracy was shown when classifying the walking procedure using 240mmHg shoe pressure with 10 minutes walking duration from the shoe pressure effect producing an F1-score of 0.89, and the walking duration effect shows an F1-score of 0.86 with T1 and M1 that tend to be easier to classify than M2 and HL. [ABSTRACT FROM AUTHOR]

Published
2024
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8. Analysis of Moisture and Sebum of the Skin for Monitoring Wound Healing in Older Nursing Home Residents

Author

Shen, Wei-Cheng, Jan, Yih-Kuen, Lung, Chi-Wen, Anastian, Aqo, Hsieh, Chang-Wei, Cheng, Hsu-Tang, Liao, Yin-Yin, Liau, Ben-Yi, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Karwowski, Waldemar, editor, Goonetilleke, Ravindra S., editor, Xiong, Shuping, editor, Goossens, Richard H. M., editor, and Murata, Atsuo, editor

Published
2020
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9. A Convolutional Neural Network Model to Classify the Effects of Vibrations on Biceps Muscles

Author

Tsai, Jen-Yung, Jan, Yih-Kuen, Liau, Ben-Yi, Subiakto, Raden Bagus Reinaldy, Lin, Chih-Yang, Hendradi, Rimuljo, Hsu, Yi-Chuan, Lin, Quanxin, Chang, Hsin-Ting, Lung, Chi-Wen, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Karwowski, Waldemar, editor, Goonetilleke, Ravindra S., editor, Xiong, Shuping, editor, Goossens, Richard H. M., editor, and Murata, Atsuo, editor

Published
2020
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10. The Evaluation of Mechanical Properties of Soft Tissue on Pressure Ulcers Among Bedridden Elderly Patients

Author

Lung, Chi-Wen, Jan, Yih-Kuen, Lu, Jin-Huei, Chen, Chien-Liang, Kuo, Fang-Chuan, Liau, Ben-Yi, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Goonetilleke, Ravindra S., editor, and Karwowski, Waldemar, editor

Published
2020
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11. Influence of Location and Frequency Variations of Binaural Electrostimulation on Heart Rate Variability

Author

Tang, Jing-Shia, Yu, Nan-Ying, Lee, Fang-Hsin, Lung, Chi-Wen, Lee, Liang-Cheng, Liau, Ben-Yi, Chen, Chien-Liang, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Goonetilleke, Ravindra S., editor, and Karwowski, Waldemar, editor

Published
2020
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12. Deep Learning Model to Recognize the Different Progression Condition Patterns of Manual Wheelchair Users for Prevention of Shoulder Pain

Author

Tsai, Jen-Yung, Jan, Yih-Kuen, Liau, Ben-Yi, Chen, Chien-Liang, Chen, Peng-Je, Lin, Chih-Yang, Liu, Yi-Chun, Lung, Chi-Wen, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Goonetilleke, Ravindra S., editor, and Karwowski, Waldemar, editor

Published
2020
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16. Application of Kano Model to Explore Insulation Bag for Breast Milk

Author

Liu, Peng-Jyun, Chang, Hsing-Chi, Lung, Chi-Wen, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Goonetilleke, Ravindra S., editor, and Karwowski, Waldemar, editor

Published
2019
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17. Effect of Far Infrared Radiation Therapy on Improving Microcirculation of the Diabetic Foot

Author

Lung, Chi-Wen, Lin, Yung-Sheng, Jan, Yih-Kuen, Lo, Yu-Chou, Chen, Chien-Liang, Liau, Ben-Yi, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, and Nunes, Isabel L., editor

Published
2019
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18. Three-Dimensional Elastography Gradient of the Plantar Soft Tissue: Methodology and Preliminary Study

Author

Liau, Ben-Yi, Chen, Chien-Liang, Jan, Yih-Kuen, Chiu, Hsin-Ying, Huang, Yu-Wen, Lung, Chi-Wen, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, and Goossens, Richard H. M., editor

Published
2019
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19. The Influence of Dry Cupping of Differing Intensities on Heart Rate Variability

Author

Tang, Jing-Shia, Lung, Chi-Wen, Lee, Fang-Hsin, Chuang, Chia-Chang, Liau, Ben-Yi, Chen, Chien-Liang, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, and Goossens, Richard H. M., editor

Published
2019
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21. A Comparative Study of the Effects of Electrical Stimulation and Intermittent Compressive Forces on Soft Tissue Mechanical Properties

Author

Liau, Ben-Yi, Chen, Chien-Liang, Jan, Yih-Kuen, Chiu, Hsin-Ying, He, Pei-Syuan, Lung, Chi-Wen, Kacprzyk, Janusz, Series editor, Pal, Nikhil R., Advisory editor, Bello Perez, Rafael, Advisory editor, Corchado, Emilio S., Advisory editor, Hagras, Hani, Advisory editor, Kóczy, László T., Advisory editor, Kreinovich, Vladik, Advisory editor, Lin, Chin-Teng, Advisory editor, Lu, Jie, Advisory editor, Melin, Patricia, Advisory editor, Nedjah, Nadia, Advisory editor, Nguyen, Ngoc Thanh, Advisory editor, Wang, Jun, Advisory editor, Goonetilleke, Ravindra S., editor, and Karwowski, Waldemar, editor

Published
2018
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22. Activation Sequence Patterns of Forearm Muscles for Driving a Power Wheelchair

Author

Lung, Chi-Wen, Chen, Chien-Liang, Jan, Yih-Kuen, Chao, Li-Feng, Chen, Wen-Feng, Liau, Ben-Yi, Kacprzyk, Janusz, Series editor, Pal, Nikhil R., Advisory editor, Bello Perez, Rafael, Advisory editor, Corchado, Emilio S., Advisory editor, Hagras, Hani, Advisory editor, Kóczy, László T., Advisory editor, Kreinovich, Vladik, Advisory editor, Lin, Chin-Teng, Advisory editor, Lu, Jie, Advisory editor, Melin, Patricia, Advisory editor, Nedjah, Nadia, Advisory editor, Nguyen, Ngoc Thanh, Advisory editor, Wang, Jun, Advisory editor, and Ahram, Tareq, editor

Published
2018
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23. The Effects of Cupping Therapy on Reducing Fatigue of Upper Extremity Muscles—A Pilot Study

Author

Chen, Chien-Liang, Lung, Chi-Wen, Jan, Yih-Kuen, Liau, Ben-Yi, Tang, Jing-Shia, Kacprzyk, Janusz, Series editor, Pal, Nikhil R., Advisory editor, Bello Perez, Rafael, Advisory editor, Corchado, Emilio S., Advisory editor, Hagras, Hani, Advisory editor, Kóczy, László T., Advisory editor, Kreinovich, Vladik, Advisory editor, Lin, Chin-Teng, Advisory editor, Lu, Jie, Advisory editor, Melin, Patricia, Advisory editor, Nedjah, Nadia, Advisory editor, Nguyen, Ngoc Thanh, Advisory editor, Wang, Jun, Advisory editor, and Ahram, Tareq, editor

Published
2018
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28. The effect of different inflated air insole in the foot plantar pressure

Author

Fahni Haris, Shen Wei-Cheng, Wang Ji-Feng, Yori Pusparani, Ardha Ardea Prisilla, Lu Min-Wei, Liau Ben-Yi, and Lung Chi-Wen

Subjects
General Medicine
Abstract

Exercise promotes health in people with diabetes. Weight-bearing activities increase the risk of foot ulcers. Air-pressure shoes may relieve high plantar pressure. Nevertheless, no study has investigated whether air-pressure shoes affect the plantar foot. A repeated measures study design, with five healthy subjects were tested with three inner air pressures (80, 160, and 240 mmHg) and 20 minutes of walking to examine their effects on peak plantar pressure (PPP). PPP after walking was measured from the forefoot in the big toe (T1), first metatarsal head (M1), and second metatarsal head (M2). We used a one-way ANOVA to analyze the results. We found that after walking for 20 min, inner air pressure significantly affected plantar pressure in the M1 and M2 (P = 0.008 and 0.006, respectively). Regarding the inner air pressure effect, there was a significant difference in the M1 head between 80 and 240 mmHg (274.2 ± 35.6 kPa vs. 689.4 ± 106.3 kPa, P = 0.002) at 20 minutes of walking duration. Moreover, there was a significant difference in the M2 head between 80 mmHg and 240 mmHg (250.6 ± 30.1 kPa vs. 572.4 ± 87.3 kPa, P = 0.002) and 160 and 240 mmHg (396.6 ± 35.3.7 kPa vs. 572.4 ± 87.3 kPa, P = 0.050). This finding is significant because the higher inner air pressure shoes can increase plantar pressure compared to 80 mmHg inner air pressure. This study suggests that individuals who are at high risk of developing foot ulcers should wear shoes with an inner air insole (80 mmHg).

Published
2023

29. Development of an Intermittent Pneumatic Compression System to Manage Soft Tissue Mechanical Properties

Author

Lung, Chi-Wen, Cheng, Tse-Yu, Li, Yi-Jhen, Liau, Ben-Yi, Jan, Yih-Kuen, Kacprzyk, Janusz, Series editor, Pal, Nikhil R., Advisory editor, Bello Perez, Rafael, Advisory editor, Corchado, Emilio S., Advisory editor, Hagras, Hani, Advisory editor, Kóczy, László T., Advisory editor, Kreinovich, Vladik, Advisory editor, Lin, Chin-Teng, Advisory editor, Lu, Jie, Advisory editor, Melin, Patricia, Advisory editor, Nedjah, Nadia, Advisory editor, Nguyen, Ngoc Thanh, Advisory editor, Wang, Jun, Advisory editor, Duffy, Vincent G., editor, and Lightner, Nancy, editor

Published
2017
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45. Development of Human Balance Assessment System with Continuous Center of Gravity Tracking

Author

Liau, Ben-Yi, Lung, Chi-Wen, Jan, Yih-Kuen, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, and Duffy, Vincent G., editor

Published
2013
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46. Plantar Pressure Gradient Angles to Evaluate Risk of Diabetic Foot Ulcer

Author

Lung, Chi-Wen, Liau, Ben-Yi, Jan, Yih-Kuen, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, and Duffy, Vincent G., editor

Published
2013
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