Publications

2026

CSFINet-Based Multimodal MRI Image Segmentation and Survival Prediction

J.-L. Hsu, P.-Y. Yu

Diagnostics, Vol. 16, No. 19, 3210, 2026

Journal SCI Medical DOI

Comparing GPT and human raters in essay assessment: Variability, bias, and the potential of LLM-based scoring

H.-N. Wu, M.-N. Chu, J.-L. Hsu*

Computers and Education Open, Vol. 10, 100341, 2026

Journal Data Science Google Scholar

Special Issue on Digital Innovations in Healthcare

J.-L. Hsu, R. Araújo

Applied Sciences, Vol. 16, No. 5, 2285 (Editorial), 2026

Journal SCI Medical Google Scholar

Why patients still turn to Google: cross-national comparison of physician review use and its implications for quality disclosure in Taiwan

T.-T. Chen, C.-I. Wu, M.-H. Liao, W.-C. Su, M.-P. Chiu, J.-L. Hsu, Y.-A. Hsueh, C.-K. Liu

International Journal for Quality in Health Care, Vol. 38, No. 1, mzaf121, 2026

Journal SCI Medical DOI

Advancing Atayal Language Preservation with AI-Driven Multimodal Speech and Text Processing

J.-L. Hsu, W.-Y. Li

Australasian Data Science and Machine Learning Conference (AusDM 2025), CCIS vol. 2765, Springer, 2026

Conference Data Science DOI

Adaptive Singing Voice Enhancement for Live Stages

J.-L. Hsu, P.-W. Chien

International Conference on Speech and Computer (SPECOM 2025), LNCS vol. 16188, Springer, 2026

Conference Music Emotion & AI DOI

Acoustic Distinctiveness of Dialects: A Machine-Learning Approach to Clustering Southern Min Varieties

M.-N. Chu, C.-H. Lin, J.-L. Hsu

International Conference on Speech and Computer (SPECOM), pp. 412–428, 2026

Conference Data Science Google Scholar

2025

Enhancing Medical Diagnosis Document Analysis with Layout-Aware Multitask Models

H.-J. Tu, J.-L. Hsu

Diagnostics, Vol. 15, No. 23, 3039, 2025

Journal SCI Medical Google Scholar

BuffetAR: A Food Recognition System with Stereo Audio Cues for Blind Users in Conference Dining

C.-N. Chi, J.-L. Hsu, C.-H. Hung

IEEE Global Conference on Consumer Electronics (GCCE 2025), 2025

Conference IEEE Medical DOI

Full-scale piano score recognition

X.-Y. Zhang, J.-L. Hsu

Applied Sciences, Vol. 15, No. 5, 2857, 2025

Journal SCI Music Emotion & AI Google Scholar

A social network analysis on the danmaku of English-learning programs

M.-N. Chu, X. Huang, J.-L. Hsu, H.-L. Tu

Applied Sciences, Vol. 15, No. 4, 1948, 2025

Journal SCI Data Science Google Scholar

InstaSight: Leveraging AI to See Beyond Sight for Blind Users on Social Media

C.-N. Chi, J.-L. Hsu, C.-H. Hung, C.-H. Hsu, T. N. T. Phuong, W.-C. Juan

IEEE International Conference on Consumer Electronics (ICCE 2025), 2025

Conference IEEE Medical DOI

Separating Party Conversation by Applying Contrastive Learning Methodology

A. Singaravelan, J.-L. Hsu

International Conference on Speech and Computer (SPECOM 2024), LNCS vol. 15300, Springer, 2025

Conference Music Emotion & AI DOI

2024

CapSight: A Social Aid System for the Visually Impaired Using Facial Recognition and Haptic Feedback

C.-N. Chi, J.-L. Hsu, C.-H. Hung, S.-Y. Huang, C.-H. Chen, C.-H. Hsu

IEEE Global Conference on Consumer Electronics (GCCE 2024), Kokura, Japan, 2024

Conference IEEE Medical Google Scholar

Automatic Vertebrae Segmentation and Prediction of Secondary Fractures with Machine Learning Using Biomechanical Features and Radiomics

J.-L. Hsu

International Conference on Machine Learning and Cybernetics (ICMLC 2024), Miyazaki, Japan, 2024

Conference IEEE Medical Google Scholar

Iterative Process Fusion Method in Uncovering Pathways of Vascular Structures Based on Hyperspectral Imaging

Y.-X. Zhang, H.-C. Li, J.-L. Hsu, L.-T. Jiang

International Conference on Machine Learning and Cybernetics (ICMLC 2024), Miyazaki, Japan, 2024

Conference IEEE Medical Google Scholar

Applying a Deep Learning Model for Total Kidney Volume Measurement in Autosomal Dominant Polycystic Kidney Disease

J.-L. Hsu, A. Singaravelan, C.-Y. Lai, Z.-L. Li, C.-N. Lin, W.-S. Wu, T.-W. Kao, P.-L. Chu

Bioengineering, Vol. 11, No. 10, 963, 2024

Journal SCI Medical Google Scholar

Calculating the Distance between Languages with Deep Learning

M.-N. Chu, M.-L. Yu, J.-L. Hsu

Biomedical Signal Processing and Control, Vol. 88, Part B, 105686, 2024

Journal SCI Data Science Google Scholar

2023

A new portable home nursing care support system with scheduling and flexible real-time routing mechanism

L.-P. Hung, S.-L. Peng, C.-C. Lin, J.-L. Hsu

Journal of Internet Technology, Vol. 24, No. 1, pp. 77–87, 2023

Journal SCI Medical Google Scholar

2022

Channel–Spatial Segmentation Network for Classifying Leaf Diseases

B. Natesan, A. Singaravelan, J.-L. Hsu, Y.-H. Lin, B. Lei, C.-M. Liu

Agriculture, Vol. 12, No. 11, 1886, 2022

Journal SCI Data Science Google Scholar

Factors Associated with the Patient/Client Use of Report Cards, Physician Rating Websites, Social Media, and Google for Hospital and Physician Selection: A Nationwide Survey

T.-T. Chen, C.-I. Wu, M.-H. P. Chiu, J.-L. Hsu, M.-H. Liao, Y.-S. A. Hsueh, W.-C. Su

Healthcare, Vol. 10, No. 10, 2022

Journal SCI Medical Google Scholar

Operating Room Usage Time Estimation with Machine Learning Models

J. Chu, C.-H. Hsieh, Y.-N. Shih, C.-C. Wu, A. Singaravelan, L.-P. Hung, J.-L. Hsu

Healthcare, Vol. 10, No. 8, 1518, 2022

Journal SCI Medical Google Scholar

Rating Inter-Rater Reliability of Shih–Hsu Test of Attention between an Experienced Psychiatric Occupational Therapist and an Occupational Therapy Student: A Pilot Study

Y.-N. Shih, C.-C. Wu, P.-Y. Shih, J.-L. Hsu, Y.-H. Liao

Taiwanese Journal of Psychiatry, Vol. 36, No. 3, pp. 138–141, 2022

Journal Medical Google Scholar

2021

Predicting ICD-9 Codes Using Self-Report of Patients

A. Singaravelan, C.-H. Hsieh, Y.-K. Liao, J.-L. Hsu

Applied Sciences, Vol. 11, No. 21, 10046, 2021

Journal SCI Medical Google Scholar

Generating Music Transition by Using a Transformer-based Model

J.-L. Hsu, S.-J. Chang

Electronics, Vol. 10, No. 18, 2276, 2021

Journal SCI Music Emotion & AI Google Scholar

Breast cancer recurrence prediction with ensemble methods and cost-sensitive learning

P.-T. Yang, W.-S. Wu, C.-C. Wu, Y.-N. Shih, C.-H. Hsieh, J.-L. Hsu

Open Medicine, Vol. 16, No. 1, pp. 754–768, 2021

Journal SCI Medical Google Scholar

Test–retest reliability and criterion-related validity of Shih–Hsu test of attention between people with and without schizophrenia

Y.-N. Shih, J.-L. Hsu, Y.-C. Wang, C.-C. Wu, Y.-H. Liao

British Journal of Occupational Therapy, Vol. 85, No. 1, pp. 23–28, 2021

Journal SCI Medical Google Scholar

2020

Applying Convolutional Neural Networks to Predict the ICD-9 Codes of Medical Records

J.-L. Hsu, T.-J. Hsu, A. Singaravelan, C.-H. Hsieh

Sensors, Vol. 20, No. 24, 7116, 2020

Journal SCI Medical Google Scholar

Digitizing abdominal palpation with a pressure measurement and positioning device

J.-L. Hsu, C.-H. Lee, C.-H. Hsieh

PeerJ, Vol. 8, e10511, 2020

Journal SCI Medical Google Scholar

Predicting Music Emotion by Using Convolutional Neural Network

P.-T. Yang, S.-M. Kuang, C.-C. Wu, J.-L. Hsu*

HCI International 2020, LNCS vol. 12204, pp. 266–275, 2020

Conference EI Music Emotion & AI Google Scholar

Development of an iPad-based Assessment Tool of Attention and validation in Elder Employee

Y.-N. Shih, J.-L. Hsu, C.-C. Wu, J.-H. Hsiao

WORK: A Journal of Prevention, Assessment & Rehabilitation, Vol. 67, No. 4, pp. 811–815, 2020

Journal SCI Medical Google Scholar

2018

Affective content analysis of music emotion through EEG

J.-L. Hsu, Y.-L. Zhen, T.-C. Lin, Y.-S. Chiu

Multimedia Systems, Vol. 24, No. 2, pp. 195–210, 2018

Journal SCIEI Music Emotion & AI Google Scholar

A personalized approach for recognizing music emotion on mobile devices

J.-L. Hsu, C.-C. Wu

5th Annual Conference on Engineering and Information Technology, Kyoto, Japan, 2018

Conference Music Emotion & AI Google Scholar

2015

基於貝氏定理自動分析語料庫與標定文步

J.-L. Hsu、張瓊文、張俊盛

ROCLING 2015, 新竹, 2015

Conference Data Science

Finding sequence clusters: A shared near neighbors approach

J.-L. Hsu, T.-H. Hsiao

Journal of Information Science and Engineering, Vol. 31, No. 5, p. 1647, 2015

Journal SCIEI Data Science Google Scholar

Designing a Graph-based Framework to Support a Multi-modal Approach for Music Information Retrieval

J.-L. Hsu, C.-C. Huang

Multimedia Tools and Applications, Vol. 74, No. 15, pp. 5401–5427, 2015

Journal SCIEI Music IR DOI

Applying under-sampling techniques and cost-sensitive learning methods on risk assessment of breast cancer

J.-L. Hsu, P.-C. Hung, H.-Y. Lin, C.-H. Hsieh

Journal of Medical Systems, Vol. 39, No. 4, 40, 2015

Journal SCI Medical Google Scholar

2014

Personalized Music Emotion Recognition using Electroencephalography (EEG)

J.-L. Hsu, Y.-L. Zhen, T.-C. Lin, Y.-S. Chiu

IEEE International Symposium on Multimedia (ISM 2014), Taichung, pp. 277–278, 2014

Conference IEEEEI Music Emotion & AI Google Scholar

A Hybrid Method for Sequence Clustering

J.-L. Hsu, Y.-S. Wu, I.-C. Wu

Journal of Information Science and Engineering, Vol. 30, No. 5, p. 1483, 2014

Journal SCIEI Data Science Google Scholar

Automatic Playlist Generation by Applying Tabu Search

J.-L. Hsu, Y.-C. Lai

International Journal of Machine Learning and Cybernetics, Vol. 5, No. 4, pp. 553–568, 2014

Journal EI Music IR DOI

Designing a multi-modal association graph for music objects

J.-L. Hsu, C.-Y. Ho

HCI International 2014, LNCS vol. 8527, pp. 711–722, 2014

Conference EI Music IR Google Scholar

2013

An Entropy-based Query Expansion Approach for Learning Researchers' Dynamic Information Needs

I.-C. Wu, G.-W. Chen, J.-L. Hsu, C.-Y. Lin

Knowledge-Based Systems, Vol. 52, pp. 133–146, 2013

Journal SCI Data Science DOI

A Multi-label Clustering Method for Sequence Data

J.-L. Hsu, T.-H. Hsiao

International Conference on Electrical Engineering and Computer Science, Tokyo, 2013

Conference EI Data Science Google Scholar

2012

A Cross-Modal Method of Labeling Music Tags

J.-L. Hsu, Y.-F. Li

Multimedia Tools and Applications, Vol. 58, No. 3, 2012

Journal SCIEI Music IR DOI

多標籤子序列分群方法

吳玉舒、J.-L. Hsu

輔仁學誌, 第 45 卷, 2012

Journal Data Science

音樂物件之社群標籤

黃建彰、J.-L. Hsu

輔仁學誌, 第 45 卷, 2012

Journal Music IR

2011

Constraint-based Playlist Generation by Applying Genetic Algorithm

J.-L. Hsu, S.-C. Chung

IEEE International Conference on Systems, Man, and Cybernetics (SMC 2011), Anchorage, pp. 1417–1422, 2011

Conference EI Music IR Google Scholar

「輔仁大學日文系電腦輔助日語文法教材資料庫」簡介

馮寶珠、林文賢、J.-L. Hsu

人文與社會科學簡訊, 第 12 卷第 3 期, 2011

Journal Data Science

在行動裝置上以情緒模組提供個人化音樂服務系統

許聆容、J.-L. Hsu

中華民國第一屆網路智能與應用研討會, 高雄, 2011

Conference Music Emotion & AI

2010

影像資料管理平台

J.-L. Hsu、鄒濟鴻

輔仁學誌, 第 44 卷, 2010

Journal Data Science

VisMusic: Music Visualization with Interactive Browsing

J.-L. Hsu, W.-H. Chien

International Conference on Computational Collective Intelligence (ICCCI 2010), LNAI vol. 6423, pp. 367–375, Kaohsiung, 2010

Conference EI Music IR Google Scholar

Strategy-based Personal Music Channel Service

J.-L. Hsu, Y.-Y. Su

International Conference on Machine Learning and Cybernetics (ICMLC 2010), Qingdao, pp. 3264–3269, 2010

Conference EI Music IR Google Scholar

2009

μzBox: 音樂資訊查詢與管理系統

尤姿文、J.-L. Hsu

輔仁學誌, 第 43 卷, 2009

Journal Music IR

A Modified K-means Algorithm for Sequence Clustering

J.-L. Hsu, H.-X. Yang

International Conference on Hybrid Intelligent Systems (HIS 2009), pp. 287–292, 2009

Conference EI Data Science Google Scholar

使用決策樹預測電信業優質及可能流失之客戶

J.-L. Hsu、毛慧雯

知識社群研討會, 2009

Conference Data Science

運用地理資訊精進房貸風險預測

J.-L. Hsu、張皇裕

資訊科技國際研討會, 2009

Conference Data Science

2008

Music Visualization with DISC and Structural Feature Diagram

J.-L. Hsu, Y.-H. Tseng

International Conference on Data Mining (DMIN'08), 2008

Conference Music IR Google Scholar

2007

利用聲部結構於多音音樂之比對與排序

袁欣華、J.-L. Hsu

輔仁學誌, 第 41 卷, 2007

Journal Music IR

Querying Streaming MusicXML with XPath

A.-T. Chiu, J.-L. Hsu, H.-X. Yang

International Conference on Multimedia Systems and Applications (MSA'07), 2007

Conference Music IR Google Scholar

2006

MF-tree: Extracting and Clustering the Structural Features from Music Object in MusicXML

Y.-C. Shen, J.-L. Hsu, S.-C. Chung

International Conference on Data Mining (DMIN'06), pp. 26–29, 2006

Conference Music IR Google Scholar

An Automaton-Based Filtering System for Streaming MusicXML

A.-T. Chiu, J.-L. Hsu

International Conference on Semantic Web & Web Services (SWWS'06), 2006

Conference Music IR Google Scholar

2005

針對生化代謝之資料模組、範例式查詢以及查詢處理演算法

J.-L. Hsu、張青揚

National Computer Symposium (NCS 2005), 2005

Conference Data Science

針對 MusicXML 格式的音樂物件所提出的特徵擷取與分類方法之研究

J.-L. Hsu、沈裕智

National Computer Symposium (NCS 2005), 2005

Conference Music IR

Modeling, QBE-like Query and Processing for Metabolic Pathway Data

C.-Y. Chang, J.-L. Hsu

Symposium and Workshop of Bioinformatics in Taiwan (BIT 2005), 2005

Conference Data Science Google Scholar

2004

從音樂資料中找出近似重複樣型的 curve-based 演算法

劉益助、J.-L. Hsu

輔仁學誌, 第 38 卷, 2004

Journal Music IR

Finding Approximate Repeating Patterns from Sequence Data

J.-L. Hsu, A. L. P. Chen, H.-C. Chen

International Conference on Music Information Retrieval (ISMIR 2004), 2004

Conference Music IR Google Scholar

2002

The Effectiveness Study of Various Music Information Retrieval Approaches

J.-L. Hsu, A. L. P. Chen, H.-C. Chen, N.-H. Liu

ACM International Conference on Information and Knowledge Management (CIKM 2002), 2002

Conference Music IR Google Scholar

2001

Building a Platform for Performance Study of Various Music Information Retrieval Approaches

J.-L. Hsu, A. L. P. Chen

International Symposium on Music Information Retrieval (ISMIR 2001), 2001

Conference Music IR Google Scholar

Discovering Non-trivial Repeating Patterns in Music Data

J.-L. Hsu, C.-C. Liu, A. L. P. Chen

IEEE Transactions on Multimedia, Vol. 3, No. 3, pp. 311–325, 2001

Journal SCI Music IR Google Scholar

Efficient Near Neighbor Searching Using Multi-Indexes for Content-Based Multimedia Data Retrieval

C.-C. Liu, J.-L. Hsu, A. L. P. Chen

Multimedia Tools and Applications, Vol. 13, No. 3, pp. 235–254, 2001

Journal SCIEI Music IR Google Scholar

2000

Query by Music Segments: An Efficient Approach for Song Retrieval

A. L. P. Chen, M. Chang, J. Chen, C.-H. Hsu, J.-L. Hsu

IEEE International Conference on Multimedia and Expo (ICME 2000), 2000

Conference Music IR Google Scholar

1999

An Approximate String Matching Algorithm for Content-Based Music Data Retrieval

C.-C. Liu, J.-L. Hsu, A. L. P. Chen

IEEE International Conference on Multimedia Computing and Systems (ICMCS'99), 1999

Conference Music IR Google Scholar

Efficient Theme and Non-Trivial Repeating Pattern Discovering in Music Databases

C.-C. Liu, J.-L. Hsu, A. L. P. Chen

International Conference on Data Engineering (ICDE'99), 1999

Conference Music IR Google Scholar

1998

Efficient Repeating Pattern Finding in Music Databases

J.-L. Hsu, C.-C. Liu, A. L. P. Chen

ACM International Conference on Information and Knowledge Management (CIKM 1998), 1998

Conference Music IR Google Scholar