A5115603153- Topic Modeling
- Natural Language Processing Techniques
- Speech Recognition and Synthesis
- Advanced Text Analysis Techniques
- Algorithms and Data Compression
- Music and Audio Processing
- Speech and Audio Processing
- Text and Document Classification Technologies
- DNA and Biological Computing
- Advanced Vision and Imaging
- Genomics and Phylogenetic Studies
- Video Coding and Compression Technologies
- Recommender Systems and Techniques
- Hemodynamic Monitoring and Therapy
- Advanced Image and Video Retrieval Techniques
- Web Data Mining and Analysis
- Customer Service Quality and Loyalty
- Sentiment Analysis and Opinion Mining
- Information Retrieval and Search Behavior
- Stock Market Forecasting Methods
- Lung Cancer Treatments and Mutations
- AI in Service Interactions
- Blood Pressure and Hypertension Studies
- Digital Marketing and Social Media
- Forecasting Techniques and Applications
National Taiwan University
2011-2025
Chang Gung University
2022-2024
National Taiwan University of Science and Technology
2004-2024
National Taiwan University Hospital
2005-2024
Chang Gung Memorial Hospital
2022-2024
Nanjing University of Aeronautics and Astronautics
2024
National Taichung University of Science and Technology
2023
Southern University of Science and Technology
2023
Peking University
2023
Yulin Normal University
2023
With the vast amount of digitized textual materials now available on Internet, it is almost impossible for people to absorb all pertinent information in a timely manner. To alleviate problem, we present novel approach extracting hot topics from disparate sets documents published given time period. Our technique consists two steps. First, terms are extracted by mapping their distribution over time. Second, based terms, key sentences identified and then grouped into clusters that represent...
Recently, mutations in the epidermal growth factor receptor (EGFR) gene nonsmall cell lung cancer (NSCLC) patients were reported to correlate with gefitinib response. Less than 30% of NSCLC are surgically resectable; however, molecular analysis has rely on nonsurgical diagnostic tissue samples. The objective this study is investigate EGFR mutation needle biopsy/aspiration samples and its correlations response patients' survival. was assessed from DNA 63 paraffin-embedded small specimens 62...
Background It is important to select appropriate targeted therapies for subgroups of patients with lung adenocarcinoma who have specific gene alterations. Methods This prospective study was a multicenter project conducted in Taiwan assessment genetic tests. Five oncogenic drivers, including EGFR, KRAS, BRAF, HER2 and EML4-ALK fusion mutations, were tested. BRAF mutations assessed by MALDI-TOF MS (Cohort 1). translocation tested Ventana method EGFR-wild type 2). Results From August 2011...
A green supply chain requires suppliers to consider products and related environmental management simultaneously include the principle of protection in mechanisms. The purpose is promote enhance market competitiveness. When industries companies can establish a set criteria for assessing suppliers, efficiency resource use be improved, consumption reduced, corporate image enhanced. On basis chain, this study developed green-supplier evaluation integrated decision-making trial laboratory method...
Extractive text or speech summarization manages to select a set of salient sentences from an original document and concatenate them form summary, enabling users better browse through understand the content document. A recent stream research on extractive is employ language modeling (LM) approach for important sentence selection, which has proven be effective performing in unsupervised fashion. However, one major challenges facing LM how formulate models accurately estimate their parameters...
Abstract Background Sarcopenia, characterized by reduced skeletal muscle mass and strength, is a significant risk factor for poor surgical outcomes in lung cancer patients. Accurate preoperative sarcopenia assessment crucial optimizing planning postoperative care. While abdominal CT at the lumbar 3 (L3) vertebral level gold standard, chest scans, routinely used screening staging, do not include this region. Whether thoracic measurements can reliably substitute L3-based assessments remains...
Summary The import of protein into chloroplasts is mediated by translocon components located in the chloroplast outer (the Toc proteins) and inner Tic envelope membranes. To identify intermediate steps during active import, we used sucrose density gradient centrifugation blue‐native polyacrylamide gel electrophoresis (BN‐PAGE) to complexes associated with precursor proteins under conditions instead arrested binding conditions. Importing solubilized membranes formed a two‐peak distribution...
Unsupervised discovery of acoustic tokens from audio corpora without annotation and learning vector representations for these have been widely studied.Although techniques shown successful in some applications such as query-byexample Spoken Term Detection (STD), the lack mapping relationships between discovered real phonemes limited down-stream applications.This paper represents probably first attempt towards goal completely unsupervised phoneme recognition, or signals to sequences...
We propose a simple method for automatic speech recognition (ASR) by fine-tuning BERT, which is language model (LM) trained on large-scale unlabeled text data and can generate rich contextual representations. Our assumption that given history context sequence, powerful LM narrow the range of possible choices signal be used as clue. Hence, comparing to conventional ASR systems train acoustic (AM) from scratch, we believe simply BERT model. As an initial study, demonstrate effectiveness...
Fitness is important in people's lives. Good fitness habits can improve cardiopulmonary capacity, increase concentration, prevent obesity, and effectively reduce the risk of death. Home does not require large equipment but uses dumbbells, yoga mats, horizontal bars to complete exercises avoid contact with people, so it deeply loved by people. People who work out at home use social media obtain knowledge, learning ability limited. Incomplete likely lead injury, a cheap, timely, accurate...
Tumor recurrence is the most common cause of disease failure after surgical resection in early‐stage lung adenocarcinoma. Identification clinically relevant prognostic markers could help to predict patients with high risk recurrence. A meta‐analysis available adenocarcinoma microarray datasets revealed that T ‐ LAK cell‐originated protein kinase ( TOPK ), a serine/threonine kinase, overexpressed cancer. Using stable cell lines overexpression or knockdown , we have shown can promote...
Pancreatic triacylglycerol lipase (PNLIP) are primary lipases that critical for triacylglyceride digestion in human. Since reduced metabolism of might be a plausible concept weight loss, we screened potential PNLIP inhibitors from traditional Chinese medicine (TCM) with the aim to identify loss candidate compounds. TCM candidates Aurantiamide, Cnidiadin, and 2-hexadecenoic acid exhibited higher Dock Scores than commercial drug Orlistat, were also predicted have inhibitory characteristics...
Ever-increasing amounts of publicly available multimedia associated with speech information have motivated spoken document retrieval (SDR) to be an active area intensive research in the processing community. Much work has been dedicated developing elaborate indexing and modeling techniques for representing documents, but only little improving query formulations better needs users. The latter is critical success a SDR system. In view this, we present this paper novel use relevance language...
Financial supervision means that monetary authorities have the power to supervise and manage financial institutions according laws. Monetary this because of requirements improving services, protecting rights depositors, adapting industrial development, ensuring fair trade, maintaining stable order. To establish evaluation criteria for bank in China, study integrated fuzzy theory decision making trial laboratory (DEMATEL) proposes a fuzzy-DEMATEL model. First, was applied examine analyze...