Yun-Chien Tseng
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View article: HfO<sub>2</sub> Memristor-Based Flexible Radio Frequency Switches
HfO<sub>2</sub> Memristor-Based Flexible Radio Frequency Switches Open
Flexible and wearable electronics are experiencing rapid growth due to the increasing demand for multifunctional, lightweight, and portable devices. However, the growing demands of interactive applications driven by the rise of AI reveal t…
View article: Large language multimodal models for new-onset type 2 diabetes prediction using five-year cohort electronic health records
Large language multimodal models for new-onset type 2 diabetes prediction using five-year cohort electronic health records Open
Type 2 diabetes mellitus (T2DM) is a prevalent health challenge faced by countries worldwide. In this study, we propose a novel large language multimodal models (LLMMs) framework incorporating multimodal data from clinical notes and labora…
View article: Large Language Multimodal Models for New-Onset Type 2 Diabetes Prediction using Five-Year Cohort Electronic Health Records
Large Language Multimodal Models for New-Onset Type 2 Diabetes Prediction using Five-Year Cohort Electronic Health Records Open
Type 2 diabetes mellitus (T2DM) is a prevalent health challenge faced by countries worldwide. In this study, we propose a novel large language multimodal models (LLMMs) framework incorporating multimodal data from clinical notes and labora…
View article: al-BERT: a semi-supervised denoising technique for disease prediction
al-BERT: a semi-supervised denoising technique for disease prediction Open
View article: Large Language Multimodal Models for 5-Year Chronic Disease Cohort Prediction Using EHR Data
Large Language Multimodal Models for 5-Year Chronic Disease Cohort Prediction Using EHR Data Open
Chronic diseases such as diabetes are the leading causes of morbidity and mortality worldwide. Numerous research studies have been attempted with various deep learning models in diagnosis. However, most previous studies had certain limitat…
View article: Template-Based Headline Generator for Multiple Documents
Template-Based Headline Generator for Multiple Documents Open
In this paper, we develop a neural multi-document summarization model, named MuD2H (refers to Multi-Document to Headline) to generate an attractive and customized headline from a set of product descriptions. To the best of our knowledge, n…
View article: PKE: A Model for Recommender Systems in Online Service Platform
PKE: A Model for Recommender Systems in Online Service Platform Open
Graph embedding is a technique that has grown attention in recent years. Apart from mining implicit information in a graph representation data, graph embedding can be used in recommender system. Recommender system is a tool that can help e…