Jonathan H. Chan
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View article: A Cross-Sectional Descriptive Study Using Health Administrative Data to Examine the Characteristics of Older Adults Incurring Delayed Discharge Days for Non-Clinical Reasons During the COVID-19 Pandemic in Alberta, Canada
A Cross-Sectional Descriptive Study Using Health Administrative Data to Examine the Characteristics of Older Adults Incurring Delayed Discharge Days for Non-Clinical Reasons During the COVID-19 Pandemic in Alberta, Canada Open
Background Our study strived to 1) describe the characteristics of older adults incurring delayed discharge days in Alberta from Apr 01, 2019 to March 31, 2022; 2) examine the prevalence and length of delayed discharge days during the COVI…
View article: SplashNet: Split-and-Share Encoders for Accurate and Efficient Typing with Surface Electromyography
SplashNet: Split-and-Share Encoders for Accurate and Efficient Typing with Surface Electromyography Open
Surface electromyography (sEMG) at the wrists could enable natural, keyboard-free text entry, yet the state-of-the-art emg2qwerty baseline still misrecognizes $51.8\%$ of characters in the zero-shot setting on unseen users and $7.0\%$ afte…
View article: A Framework for Synthetic Audio Conversations Generation using Large Language Models
A Framework for Synthetic Audio Conversations Generation using Large Language Models Open
In this paper, we introduce ConversaSynth, a framework designed to generate synthetic conversation audio using large language models (LLMs) with multiple persona settings. The framework first creates diverse and coherent text-based dialogu…
View article: AMGPT: a Large Language Model for Contextual Querying in Additive Manufacturing
AMGPT: a Large Language Model for Contextual Querying in Additive Manufacturing Open
Generalized large language models (LLMs) such as GPT-4 may not provide specific answers to queries formulated by materials science researchers. These models may produce a high-level outline but lack the capacity to return detailed instruct…
View article: Freezing of Gait Prediction Using Deep Learning
Freezing of Gait Prediction Using Deep Learning Open
Freezing of gait is a Parkinson's Disease symptom that episodically inflicts a patient with the inability to step or turn while walking. While medical experts have discovered various triggers and alleviating actions for freezing of gait, t…
View article: Predicting Three Types of Freezing of Gait Events Using Deep Learning Models
Predicting Three Types of Freezing of Gait Events Using Deep Learning Models Open
Freezing of gait is a Parkinson's Disease symptom that episodically inflicts a patient with the inability to step or turn while walking. While medical experts have discovered various triggers and alleviating actions for freezing of gait, t…
View article: Immersive Technologies in Virtual Companions: A Systematic Literature Review
Immersive Technologies in Virtual Companions: A Systematic Literature Review Open
The emergence of virtual companions is transforming the evolution of intelligent systems that effortlessly cater to the unique requirements of users. These advanced systems not only take into account the user present capabilities, preferen…
View article: Automated Extraction and Visualization of Metabolic Networks from Biomedical Literature Using a Large Language Model
Automated Extraction and Visualization of Metabolic Networks from Biomedical Literature Using a Large Language Model Open
The rapid growth of biomedical literature presents a significant challenge for researchers to extract and analyze relevant information efficiently. In this study, we explore the application of GPT, the large language model to automate the …
View article: A Machine Learning Approach to Detect Dehydration in Afghan Children
A Machine Learning Approach to Detect Dehydration in Afghan Children Open
Child dehydration is a significant health concern, especially among children under 5 years of age who are more susceptible to diarrhea and vomiting. In Afghanistan, severe diarrhea contributes to child mortality due to dehydration. However…
View article: Mutual Information Assisted Ensemble Recommender System for Identifying Critical Risk Factors in Healthcare Prognosis
Mutual Information Assisted Ensemble Recommender System for Identifying Critical Risk Factors in Healthcare Prognosis Open
Purpose: Health recommenders act as important decision support systems, aiding patients and medical professionals in taking actions that lead to patients' well-being. These systems extract the information which may be of particular relevan…
View article: Automatic Text Summaration of COVID-19 Scientific Research Topics Using Pre-trained Model from HuggingFace®
Automatic Text Summaration of COVID-19 Scientific Research Topics Using Pre-trained Model from HuggingFace® Open
By identifying and extracting relevant information from articles, automated text summarizing helps the scientific and medical sectors. Automatic text summarization is a way of compressing text documents so that users may find important inf…
View article: Resume Parser with Natural Language Processing
Resume Parser with Natural Language Processing Open
Because the online recruiting system has progressed, a large number of resumes were submitted. As a consequence, hiring new employees and reviewing a large number of resumes is a challenge for the human resource department or employer. The…
View article: Automatic Text Summaration of COVID-19 Scientific Research Topics Using Pre-trained Model from HuggingFace®
Automatic Text Summaration of COVID-19 Scientific Research Topics Using Pre-trained Model from HuggingFace® Open
By identifying and extracting relevant information from articles, automated text summarizing helps the scientific and medical sectors. Automatic text summarization is a way of compressing text documents so that users may find important inf…
View article: Resume Parser with Natural Language Processing
Resume Parser with Natural Language Processing Open
Because the online recruiting system has progressed, a large number of resumes were submitted. As a consequence, hiring new employees and reviewing a large number of resumes is a challenge for the human resource department or employer. The…
View article: Krathu-500: Post-Comments Thai Corpus
Krathu-500: Post-Comments Thai Corpus Open
The Krathu-500 contains 574 Pantip posts title, post body with all comments of each post. The number of total comments is at 63,293 comments. The corpus provide Thai language used in real life situation with various context and types in co…
View article: Krathu-500: Post-Comments Thai Corpus
Krathu-500: Post-Comments Thai Corpus Open
The Krathu-500 contains 574 Pantip posts title, post body with all comments of each post. The number of total comments is at 63,293 comments. The corpus provide Thai language used in real life situation with various context and types in co…