Prof. Chung-Ming Lo (羅崇銘, Buddy)Associate Professor, buddylo@nycu.edu.tw
Institute of Artificial Intelligence Innovation
Industry Academia Innovation School
National Yang Ming Chiao Tung University (NYCU)
Associate Professor, buddylo@nycu.edu.tw
Institute of Artificial Intelligence Innovation
Industry Academia Innovation School
National Yang Ming Chiao Tung University (NYCU)
He obtained a PhD in Computer Science & Information Engineering from National Taiwan University. Now, leading the Medical Vision & Perception Lab (MVP) in NYCU, his research focuses on the intersection of Deep Learning and Medical Imaging. MVP Lab aims to develop practical AI models that assist physicians in early diagnosis and treatment planning.
Honors & Awards
Latest News
Paper "Recognizing artery segments on carotid ultrasonography" published.
Featured work "Large-Scale Hierarchical Medical Image Retrieval" released.
Research on Septic Arthritis Modeling presented.
Research & Publications
Exploring the frontiers of medical artificial intelligence through interdisciplinary collaboration and advanced deep learning architectures.
Recognizing Artery Segments on Carotid Ultrasonography using Embedding Concatenation of Deep Image and Vision-language Models
Chung-Ming Lo, Sheng-Feng Sung
Deep Image Guiding: Guide Knee Ultrasound Scanning using Hierarchical Classification and Retrieval
Chung-Ming Lo, Kuo-Lung Lai
IEEE Transactions on Instrumentation & Measurement
Large-Scale Hierarchical Medical Image Retrieval Based on a Multilevel Convolutional Neural Network
Chung-Ming Lo, Cheng-Yeh Hsieh
IEEE Transactions on Emerging Topics in Computational Intelligence • 2024
Automated Optical Inspection Based on Synthetic Mechanisms Combining Deep Learning and Machine Learning
Chung-Ming Lo and Ting-Yi Lin
Journal of Intelligent Manufacturing • 2024
All Publications
Recognizing Artery Segments on Carotid Ultrasonography using Embedding Concatenation of Deep Image and Vision-language Models
Chung-Ming Lo, Sheng-Feng Sung
Physics in Medicine & Biology
Large-Scale Hierarchical Medical Image Retrieval Based on a Multilevel Convolutional Neural Network
Chung-Ming Lo, Cheng-Yeh Hsieh
IEEE Transactions on Emerging Topics in Computational Intelligence
Automated Optical Inspection Based on Synthetic Mechanisms Combining Deep Learning and Machine Learning
Chung-Ming Lo and Ting-Yi Lin
Journal of Intelligent Manufacturing
Automated Breast Imaging Report Generation Based on the Integration of Multiple Image Features in a Metadata Format for Shared Decision-Making
Chung-Ming Lo, Hui-Ru Chen
Health Informatics Journal
Deep Image Guiding: Guide Knee Ultrasound Scanning using Hierarchical Classification and Retrieval
Chung-Ming Lo, Kuo-Lung Lai
IEEE Transactions on Instrumentation & Measurement
Septic Arthritis Modeling Using Sonographic Fusion with Attention and Selective Transformation: A Preliminary Study
Chung-Ming Lo, Kuo-Lung Lai
Journal of Digital Imaging
Fusion Learning from Non- Contrast CT Scans for Detecting Hemorrhagic Transformation in Stroke Patients
Chung-Ming Lo, Peng-Hsiang Hung
Journal of Digital Imaging
Interactive content-based image retrieval with deep learning for CT abdominal organ recognition
Chung-Ming Lo, Chi-Cheng Wang and Peng-Hsiang Hung
Physics in Medicine & Biology
Predictive stroke risk model with vision transformer-based Doppler features
Chung-Ming Lo, Peng-Hsiang Hung
Medical Physics
Detecting microsatellite instability in colorectal cancer using transformer-based colonoscopy image classification and retrieval
Chung-Ming Lo, Jeng-Kai Jiang, Chun-Chi Lin
PLoS One
Analyzing drama metadata through machine learning to gain insights into social information dissemination patterns
Chung-Ming Lo, Zih-Sin Syu
PLoS One
Deep learning-based assessment of knee septic arthritis using transformer features in sonographic modalities
Chung-Ming Lo, Kuo-Lung Lai
Computer Methods and Programs in Biomedicine
Modeling the survival of colorectal cancer patients based on colonoscopic features in a feature ensemble vision transformer
Chung-Ming Lo, Yi-Wen Yang, Jen-Kou Lin, Tzu-Chen Lin, Wei-Shone Chen, Shung-Haur Yang, Shih-Ching Chang, Huann-Sheng Wang, Yuan-Tzu Lan, Hung-Hsin Lin, Sheng-Chieh Huang, Hou-Hsuan Cheng, Jeng-Kai Jiang, Chun- Chi Lin
Computerized Medical Imaging and Graphics
Rapid polyp classification in colonoscopy using textural and convolutional features
Chung-Ming Lo, Yu-Hsuan Yeh, Jui-Hsiang Tang, Chun-Chao Chang and Hsing- Jung Yeh
Healthcare
Computer-aided diagnosis of ischemic stroke using multi-dimensional image features in carotid color Doppler
Chung-Ming Lo, Peng-Hsiang Hung
Computers in Biology and Medicine
Deep convolutional neural networks detect tumor genotype from pathological tissue images in gastrointestinal stromal tumors
Cher-Wei Liang, Pei-Wei Fang, Hsuan-Ying Huang, Chung-Ming Lo
Cancers
Assessing ischemic stroke with convolutional image features in carotid color Doppler
Chung-Ming Lo, Peng-Hsiang Hung
Ultrasound in Medicine and Biology
Rapid assessment of acute ischemic stroke by computed tomography using deep convolutional neural networks
Chung-Ming Lo, Peng-Hsiang Hung, Daw-Tung Lin
Journal of Digital Imaging
Computer-aided bacillus detection in whole-slide pathological images using a deep convolutional neural network
Chung-Ming Lo, Yu-Hung Wu, Yu-Chuan (Jack) Li, Chieh-Chi Lee
Applied Sciences
Computer-aided diagnosis of isocitrate dehydrogenase genotypes in glioblastomas from radiomic patterns
Chung-Ming Lo, Rui-Cian Weng, Sho-Jen Cheng, Hung-Jung Wang, Kevin Li- Chun Hsieh
Medicine
Quantitative analysis of melanosis coli colonic mucosa using textural patterns
Chung-Ming Lo, Hsing-Jung Yeh, Yu-Hsuan Yeh, Chun-Chang Chen, Chun- Chao Chang
Applied Sciences
RNA editing-based classification of diffuse gliomas: predicting isocitrate dehydrogenase mutation and chromosome 1p/19q codeletion
Sean Chun-Chang Chen, Chung-Ming Lo, Shih-Hua Wang, Emily Chia-Yu Su
BMC Bioinformatics
Intelligent glioma grading based on deep transfer learning of MRI radiomic features
Chung-Ming Lo, Yu-Chih Chen, Rui-Cian Weng, Kevin Li-Chun Hsieh
Applied Sciences
Computer-aided detection of hyperacute stroke based on relative radiomic patterns in computed tomography
Chung-Ming Lo, Peng-Hsiang Hung, Kevin Li-Chun Hsieh
Applied Sciences
Quantitative diagnosis of rotator cuff tears based on sonographic pattern recognition
Ruey-Feng Chang, Chung-Chien Lee, Chung-Ming Lo
PLoS One
Supraspinatus segmentation from shoulder ultrasound images using a multilayer self-shrinking snake
You-Wei Wang, Chung-Chien Lee, Chung-Ming Lo
IEEE Access
A novel machine learning algorithm to automatically predict visual outcomes in intravitreal ranibizumab-treated patients with diabetic macular edema
Shao-Chun Chen, Hung-Wen Chiu, Chun-Chen Chen, Lin-Chung Woung, Chung-Ming Lo
Journal of Clinical Medicine
A machine learning texture model for classifying lung cancer subtypes using preliminary bronchoscopic findings
Po-Hao Feng, Yin-Tzu Lin, Chung-Ming Lo
Medical Physics
Classification of lung cancer subtypes based on autofluorescence bronchoscopic pattern recognition: a preliminary study
Po-Hao Feng, Tzu-Tao Chen, Yin-Tzu Lin, Shang-Yu Chiang, Chung-Ming Lo
Computer Methods and Programs in Biomedicine
Quantitative breast density analysis using tomosynthesis and comparison with MRI and digital mammography
Woo Kyung Moon, Jie-Fan Chang, Chung-Ming Lo, Jung Min Chang, Su Hyun Lee, Sung Ui Shin, Chiun-Sheng Huang, Ruey-Feng Chang
Computer Methods and Programs in Biomedicine
Computer-aided diagnosis of liver tumors on computed tomography images
Chin-Chen Chang, Hong-Hao Chen, Yeun-Chung Chang, Ming-Yang Yang, Chung-Ming Lo, Wei-Chun Ko, Yee-Fan Lee, Kao-Lang Liu, Ruey-Feng Chang
Computer Methods and Programs in Biomedicine
Computer-aided tumor diagnosis using shear wave breast elastography
Woo Kyung Moona, Yao-Sian Huang, Yan-Wei Lee, Shao-Chien Chang, Chung- Ming Lo, Min-Chun Yang, Min Sun Bae, Su Hyun Lee, Jung Min Chang, Chiun- Sheng Huang, Yi-Ting Lin, Ruey-Feng Chang
Ultrasonics
Radiomic Model for Predicting Mutations in the Isocitrate Dehydrogenase Gene in Glioblastomas
Kevin Li-Chun Hsieh, Cheng-Yu Chen, Chung-Ming Lo
Oncotarget
Quantitative glioma grading using transformed gray-scale invariant textures of MRI
Kevin Li-Chun Hsieh, Cheng-Yu Chen, Chung-Ming Lo
Computers in Biology and Medicine
The adaptive computer-aided diagnosis system based on tumor sizes for the classification of breast tumors detected at screening ultrasound
Woo Kyung Moon, I-Ling Chen, Jung Min Chang, Sung Ui Shin, Chung-Ming Lo, Ruey-Feng Chang
Ultrasonics
Effect of a Computer-aided Diagnosis System on Radiologists' Performance in Grading Gliomas with MRI
Kevin Li-Chun Hsieh, Ruei-Je Tsai, Yu-Chuan Teng, Chung-Ming Lo
PLoS One
Whole Breast Ultrasound for Breast Screening and Archiving
Chiun-Sheng Huang, Ya-Wen Yang, Rong-Tai Chen, Chung-Ming Lo, Chao Lo, Ching-Fen Cheng, Chao-Shuan Lee, Ruey-Feng Chang
Ultrasound in Medicine and Biology
Computer- aided Grading of Gliomas Based on Local and Global MRI Features
Kevin Li-Chun Hsieh, Chih-Jou Hsiao, Chung-Ming Lo
Computer Methods and Programs in Biomedicine
Computer- aided Diagnosis of Different Rotator Cuff Lesions using Shoulder Musculoskeletal Ultrasound
Ruey-Feng Chang, Chung-Chien Lee, Chung-Ming Lo
Ultrasound in Medicine and Biology
Quantification of breast tumor heterogeneity for ER status, HER2 status, and TN molecular subtype evaluation on DCE-MRI
Ruey-Feng Chang, Hong-Hao Chen, Yeun-Chung Chang, Chiun-Sheng Huang, Jeon-Hor Chen, Chung-Ming Lo
Magnetic Resonance Imaging
Feasibility Testing: Three-dimensional Tumor Mapping in Different Orientations of Automated Breast Ultrasound
Chung-Ming Lo, Siwa Chan, Ya-Wen Yang, Yeun-Chung Chang, Chiun-Sheng Huang, Yi-Sheng Jou, and Ruey-Feng Chang
Ultrasound in Medicine and Biology
Quantitative Breast Lesion Classification Based on Multichannel Distributions in Shear-wave Imaging
Chung-Ming Lo, Yi-Chen Lai, Yi-Hong Chou, and Ruey-Feng Chang
Computer Methods and Programs in Biomedicine, 122(3), 354-361
Quantitative Breast Mass Classification Based on The Integration of B-mode Features and Strain Features in Elastography
Chung-Ming Lo, Yeun-Chung Chang, Ya-Wen Yang, Chiun-Sheng Huang, Ruey- Feng Chang
Computers in Biology and Medicine
Quantitative Analysis of Breast Echotexture Patterns in Automated Breast Ultrasound Images
Ruey-Feng Chang, Yu-Ling Hou, Chung-Ming Lo, Chiun-Sheng Huang, Jeon- Hor Chen, Won Hwa Kim, Jung Min Chang, Min Sun Bae, Woo Kyung Moon
Medical Physics
Computer-aided Diagnosis for Distinguishing between Triple-negative Breast Cancer and Fibroadenomas Based on Ultrasound Texture Features
Woo Kyung Moon, Yao-Sian Huang, Chung-Ming Lo, Chiun-Sheng Huang, Min Sun Bae, Won Hwa Kim, Jeon-Hor Chen, Ruey-Feng Chang
Medical Physics
Intensity-Invariant Texture Analysis for Classification of BI-RADS Category 3 Breast Masses
Chung-Ming Lo, Woo Kyung Moon, Chiun-Sheng Huang, Jeon-Hor Chen, Min- Chun Yang, Ruey-Feng Chang
Ultrasound in Medicine and Biology
Multi-dimensional Tumor Detection in Automated Whole Breast Ultrasound using Topographic Watershed
Chung-Ming Lo, Rong-Tai Chen, Yeun-Chung Chang, Ya-Wen Yang, Ming-Jen Hung, Chiun-Sheng Huang, Ruey-Feng Chang
IEEE Transactions On Medical Imaging
Computer-Aided Strain Evaluation for Acoustic Radiation Force Impulse Imaging of Breast Masses
Chung-Ming Lo, Yen-Po Chen, Yeun-Chung Chang, Chiao Lo, Chiun-Sheng Huang, Ruey-Feng Chang
Ultrasonic Imaging
Tumor Detection in Automated Breast Ultrasound Images using Quantitative Tissue Clustering
Woo Kyung Moon, Chung-Ming Lo, Rong-Tai Chen, Yi-Wei Shen, Jung Min Chang, Chiun-Sheng Huang, Jeon-Hor Chen, Wei-Wen Hsu, Ruey-Feng Chang
Medical Physics
Quantitative Analysis for Breast Density Estimation in Low Dose Chest CT Scans
Woo Kyung Moon, Chung-Ming Lo, Jin-Mo Goo, Min Sun Bae, Jung Min Chang, Chiun-Sheng Huang, Jeon-Hor Chen, Violeta Ivanova, Ruey-Feng Chang
Journal of Medical Systems
Quantitative Ultrasound Analysis for Classification of BI-RADS Category 3 Breast Masses
Woo Kyung Moon, Chung-Ming Lo, Jung Min Chang, Chiun-Sheng Huang, Jeon-Hor Chen, Ruey-Feng Chang
Journal of Digital Imaging
Rapid Breast Density Analysis of Partial V olumes of Automated Breast Ultrasound Images
Woo Kyung Moon, Chung-Ming Lo, Jung Min Chang, Min Sun Bae, Won Hwa Kim, Chiun-Sheng Huang, Jeon-Hor Chen, Ming-Hong Kuo, Ruey-Feng Chang
Ultrasonic Imaging
Computer-aided Diagnosis of Breast Masses using Quantified BI-RADS Findings
Woo Kyung Moon, Chung-Ming Lo, Nariya Choa, Jung Min Changa, Chiun- Sheng Huang, Jeon-Hor Chen, Ruey-Feng Chang
Computer Methods and Programs in Biomedicine
Computer-aided Classification of Breast Masses using Speckle Features of Automated Breast Ultrasound Images
Woo Kyung Moon, Chung-Ming Lo, Jung Min Chang, Chiun-Sheng Huang, Jeon-Hor Chen, Ruey-Feng Chang
Medical Physics
Computer-aided Diagnosis Based on Speckle Patterns in Ultrasound Images
Woo Kyung Moon, Chung-Ming Lo, Chiun-Sheng Huang, Jeon-Hor Chen, Ruey-Feng Chang
Ultrasound in Medicine and Biology
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Meet the Lab
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Ph.D. Candidate
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Ph.D. Student