Publications

Integrating Haptic Gloves with Cutaneous Feedback and Virtual Reality for Medical Training

Aaron Raymond See; Thad Jacob T Tiong; Vence Jumar A Sasing; Arianne Clyde Inoc; Joan Marie Odango; Tsung-Lu Michael Lee

Contrastive learning enhances fairness in pathology artificial intelligence systems

Shih-Yen Lin; Pei-Chen Tsai; Fang-Yi Su; Chun-Yen Chen; Fuchen Li; Junhan Zhao; Yuk Yeung Ho; Tsung-Lu Michael Lee; Elizabeth Healey; Po-Jen Lin; Ting-Wan Kao; Dmytro Vremenko; Thomas Roetzer-Pejrimovsky; Lynette Sholl; Deborah Dillon; Nancy U Lin; David Meredith; Keith L Ligon; Ying-Chun Lo; Nipon Chaisuriya; David J Cook; Adelheid Woehrer; Jeffrey Meyerhardt; Shuji Ogino; MacLean P Nasrallah; Jeffrey A Golden; Sabina Signoretti; Jung-Hsien Chiang; Kun-Hsing Yu

Enhancing Visual-Language Alignment in LLaVA: DeepSpeed-Optimized Fine-Tuning for Coherent Multimodal Generation

Cheng-Ho Yeh; Yu-Lun Chang; Tsung-Lu Michael Lee

Leveraging Diffusion-Based Models for Data Augmentation in Maternal-Fetal Ultrasound Classification

Wong Shi Hao; Tsung-Lu Michael Lee

Adventure ASL: A Serious Game for Practicing American Sign Language (ASL) Fingerspelling with Gesture Recognition

Arianne Clyde Inoc; Tsung-Lu Michael Lee

A VR-Based Game for WASH FIT Training to Assess and Minimize Health Risks in Healthcare Facilities

Joan Marie Odango; Tsung-Lu Michael Lee

Immersive Cardiopulmonary Resuscitation Training Through Augmented Reality Eyewear

Chih-Chun Hung; Tsung-Lu Michael Lee; Yu-Xin Chen

CLIP-Path: A Multi-Modal Framework for Expert-Verified Pathology Report Digitization and Image-Based Prediction in Colorectal Cancer

Zi-Yang Chiu; Tsung-Lu Michael Lee; Yu-Lun Chang

Temporal Convolutional Networks for Cloud-Based Renewable Energy Forecasting: A Deep Learning Approach to Power Production and Battery Health Prediction

Po-Yang Tsai; Tsung-Lu Michael Lee; Chung Yi Wu; Chien-Chung Huang

Sleep-driven haptic stimulation for resilient somatosensory rehabilitation

Ralf Seepold; Natividad Martínez Madrid; Aaron Raymond See; Tsung-Lu Michael Lee; Maksym Gaiduk; Wilhelm Daniel Scherz; Daniel Vélez Gutiérrez

Generative AI to augment the fairness of foundation models in cancer pathology diagnosis.

Shih-Yen Lin; Pei-Chen Tsai; Yixuan Dong; Po-Chih Lin; Fang-Yi Su; Yuk Yeung Ho; Ting-Wan Kao; Tsung-Lu Michael Lee; Po-Jen Lin; Jung-Hsien Chiang; Kun-Hsing Yu

Mutation rate differences across populations and association with performance disparities in pathology AI diagnostic models.

Po-Jen Lin; Shih-Yen Lin; Pei-Chen Tsai; Chun-Yen Chen; Fuchen Li; Junhan Zhao; Yuk Yeung Ho; Tsung-Lu Michael Lee; Elizabeth Healey; Ting-Wan Kao; Irene Tai-Lin Lee; Eric Chongze Ma; Jung-Hsien Chiang; Kun-Hsing Yu

Rapid Health Anomaly Detection in IoBNT Systems Using Molecular and Terahertz Communication

Elaiyasuriyan Ganesan; Tsung-Lu Michael Lee

Research roles: Supervision; Funding acquisition; Writing – review & editing; Project administration

Multi-modal artificial intelligence enhanced systematic colorectal cancer pathology evaluation

Po-Jen Lin; Tsung-Lu Michael Lee; Cheng-Hsiu Tsai; Xuan Gong; Mu-Hung Tsai; Hsi-Huei Liu; Amy H Huang; Irene Tai-Lin Lee; Ronan Wenhan Hsieh; Jeffrey A Meyerhardt; Kun-Hsing Yu

Research roles: Conceptualization; Data curation; Formal analysis; Investigation; Methodology; Software; Validation

Correction: Metronomic chemotherapy prevents therapy-induced stromal activation and induction of tumor-initiating cells

Tze-Sian Chan; Chung-Chi Hsu; Vincent C Pai; Wen-Ying Liao; Shenq-Shyang Huang; Kok-Tong Tan; Chia-Jui Yen; Shu-Ching Hsu; Wei-Yu Chen; Yan-Shen Shan; Chi-Rong Li; Tsung-Lu Michael Lee; Kuan-Ying Jiang; Jui-Mei Chu; Gi-Shih Lien; Valerie M Weaver; Kelvin K Tsai

Histopathology Images Predicted Multi-Omics Aberrations and Prognoses in Colorectal Cancer Patients.

Pei-Chen Tsai; Tsung-Hua Lee; Kun-Chi Kuo; Fang-Yi Su; Tsung-Lu Michael Lee; Eliana Marostica; Tomotaka Ugai; Melissa Zhao; Mai Chan Lau; Juha P Väyrynen; Marios Giannakis; Yasutoshi Takashima; Seyed Mousavi Kahaki; Kana Wu; Mingyang Song; Jeffrey A Meyerhardt; Andrew T Chan; Jung-Hsien Chiang; Jonathan Nowak; Shuji Ogino; Kun-Hsing Yu

CUAB: convolutional uncertainty attention block enhanced the chest x-ray image analysis

Chi-Shiang Wang; Fang-Yi Su; Tsung-Lu Michael Lee; Yi-Shan Tsai; Jung-Hsien Chiang

Reproducible Machine Learning Methods for Lung Cancer Detection Using Computed Tomography Images: Algorithm Development and Validation.

Kun-Hsing Yu; Tsung-Lu Michael Lee; Ming-Hsuan Yen; Samuel C. Kou; Bruce Rosen; Jung-Hsien Chiang; Isaac S. Kohane

A Cloud-Based Metabolite and Chemical Prioritization System for the Biology/Disease-Driven Human Proteome Project

Kun-Hsing Yu; Tsung-Lu Michael Lee; Yu-Ju Chen; Christopher Ré; Samuel C. Kou; Jung-Hsien Chiang; Michael Snyder; Isaac S. Kohane

Systematic Protein Prioritization for Targeted Proteomics Studies through Literature Mining

Kun-Hsing Yu; Tsung-Lu Michael Lee; Chi-Shiang Wang; Yu-Ju Chen; Christopher Ré; Samuel C. Kou; Jung-Hsien Chiang; Isaac S. Kohane; Michael Snyder

Condensedly: comprehending article contents through condensed texts

Chao-Hsuan Ke; Tsung-Lu Michael Lee; Jung-Hsien Chiang

Metronomic chemotherapy prevents therapy-induced stromal activation and induction of tumor-initiating cells.

Tze-Sian Chan; Chung-Chi Hsu; Vincent C Pai; Wen-Ying Liao; Shenq-Shyang Huang; Kok-Tong Tan; Chia-Jui Yen; Shu-Ching Hsu; Wei-Yu Chen; Yan-Shen Shan; Chi-Rong Li; Tsung-Lu Michael Lee; Kuan-Ying Jiang; Jui-Mei Chu; Gi-Shih Lien; Valerie M Weaver; Kelvin K Tsai

CoTri: Extracting chemical-disease relations with co-reference resolution and common trigger words

Yu-De Chen; Juin-Huang Ju; Ming-Yu Chien; Yu-Cheng Sheng; Tsung-Lu Michael Lee; Jung-Hsien Chiang

A Gene Expression Signature of Epithelial Tubulogenesis and a Role for ASPM in Pancreatic Tumor Progression

Wei–Yu Wang; Chung–Chi Hsu; Ting–Yun Wang; Chi–Rong Li; Ya–Chin Hou; Jui–Mei Chu; Chung–Ta Lee; Ming–Sheng Liu; Jimmy J–M Su; Kuan–Ying Jian; Shenq–Shyang Huang; Shih–Sheng Jiang; Yan–Shen Shan; Pin–Wen Lin; Yin–Ying Shen; Tsung-Lu Michael Lee; Tze–Sian Chan; Chun–Chao Chang; Chung–Hsing Chen; I–Shou Chang; Yen–Ling Lee; Li–Tzong Chen; Kelvin K Tsai

Molecular Profiling of Prostatic Acinar Morphogenesis Identifies PDCD4 and KLF6 as Tissue Architecture–Specific Prognostic Markers in Prostate Cancer

Chi-Rong Li; Jimmy J-M Su; Wei-Yu Wang; Tsung-Lu Michael Lee; Ting-Yun Wang; Kuan-Ying Jiang; Chein-Feng Li; Jong-Ming Hsu; Chi-Kuan Chen; Marcelo Chen; Shih-Sheng Jiang; Valerie M Weaver; Kelvin K-C Tsai

C2HI: a Complete CHemical Information decision system

Chao-Hsuan Ke; Tsung-Lu Michael Lee; Jung-Hsien Chiang

A systems biology approach to solving the puzzle of unknown genomic gene-function association using grid-ready SVM committee machines

Tsung-Lu Michael Lee; Jung-Hsien Chiang

Gene expression signatures associated with protracted stromal responses to therapeutically relevant cytotoxic stimuli predict breast cancer chemoresponsiveness

Tsung-Lu Michael Lee; Jimmy J-M Su; Chi-Rong Li; Patrick Y-W Chu; Ming-Sheng Liu; Jung-Hsien Chiang; Kelvin K Tsai; Kok-Tong Tan

A gene expression signature associated with structural differentiation of prostate acini predicts postoperative recurrence of prostate cancer

Jimmy J-M Su; Chi-Rong Li; Tsung-Lu Michael Lee; Patrick YW Chu; Valerie M Weaver; Kelvin K Tsai

Dysregulated gene expression networks in human acute myelogenous leukemia stem cells

Ravindra Majeti; Michael W Becker; Qiang Tian; Tsung-Lu Michael Lee; Xiaowei Yan; Rui Liu; Jung-Hsien Chiang; Leroy Hood; Michael F Clarke; Irving L Weissman

In Silico Prediction of Human Protein Interactions Using Fuzzy–SVM Mixture Models and Its Application to Cancer Research

Jung-Hsien Chiang; Tsung-Lu Michael Lee

BAXQL_BLAST: An Enhanced BLAST Bioinformatics Homology Search Tool with Batch and Structured Query Support

Tsung-Lu Michael Lee

Pso-Unetmis: A Particle Swarm Optimization Intelligence-Driven U-Net for Faster and More Reliable Medical Image Segmentation

Tsung-Lu Michael Lee; Phu Thai Ngo

WP1: Novel Device Structures-1: 30pm-3: 30pm

ASM Thomas; Chih Hang Tung; Ying-Jhe Yang; MH Liao; CW Liu; Lingyen Yeh; Tsung-Lu Michael Lee; MS Liang