Search Results - "Yoo, Illhoi"

A systematic review of healthcare applications for smartphones by Mosa, Abu Saleh Mohammad, Yoo, Illhoi, Sheets, Lincoln

“…Advanced mobile communications and portable computation are now combined in handheld devices called "smartphones", which are also capable of running…”
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Mobile applications for pain management: an app analysis for clinical usage by Zhao, Peng, Yoo, Illhoi, Lancey, Robert, Varghese, Ebby

“…Pain is the most common and distressing symptom for patients in all clinical settings. The dearth of health informatics tools to support acute and chronic pain…”
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Potentially modifiable risk factors for 30-day unplanned hospital readmission preventive intervention—A data mining and statistical analysis by Zhao, Peng, Yoo, Illhoi

“…Unplanned hospital readmissions have a high prevalence and substantial healthcare costs. Preventive intervention during hospitalization holds the potential for…”
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Data Mining in Healthcare and Biomedicine: A Survey of the Literature by Yoo, Illhoi, Alafaireet, Patricia, Marinov, Miroslav, Pena-Hernandez, Keila, Gopidi, Rajitha, Chang, Jia-Fu, Hua, Lei

“…As a new concept that emerged in the middle of 1990’s, data mining can help researchers gain both novel and deep insights and can facilitate unprecedented…”
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Patient-Related Risk Factors for Chemotherapy-Induced Nausea and Vomiting: A Systematic Review by Mosa, Abu Saleh Mohammad, Hossain, A Mosharraf, Lavoie, Beau James, Yoo, Illhoi

“…Studies have reported that patient-related factors significantly impact the risk of Chemotherapy-Induced Nausea and Vomiting (CINV). The objective of this…”
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A Smartphone-Based Decision Support Tool for Predicting Patients at Risk of Chemotherapy-Induced Nausea and Vomiting: Retrospective Study on App Development Using Decision Tree Induction by Mosa, Abu Saleh Mohammad, Rana, Md Kamruz Zaman, Islam, Humayera, Hossain, A K M Mosharraf, Yoo, Illhoi

“…Chemotherapy-induced nausea and vomiting (CINV) are the two most frightful and unpleasant side effects of chemotherapy. CINV is accountable for poor treatment…”
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A study on PubMed search tag usage pattern: association rule mining of a full-day PubMed query log by Mosa, Abu Saleh Mohammad, Yoo, Illhoi

“…The practice of evidence-based medicine requires efficient biomedical literature search such as PubMed/MEDLINE. Retrieval performance relies highly on the…”
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Clustering Ontology-enriched Graph Representation for Biomedical Documents based on Scale-Free Network Theory by Illhoi Yoo, Xiaohua Hu

“…In this paper we introduce a novel document clustering approach that solves some major problems of traditional document clustering approaches. Instead of…”
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Web-Based Medical Appointment Systems: A Systematic Review by Zhao, Peng, Yoo, Illhoi, Lavoie, Jaie, Lavoie, Beau James, Simoes, Eduardo

“…Health care is changing with a new emphasis on patient-centeredness. Fundamental to this transformation is the increasing recognition of patients' role in…”
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A self-adaptive 30-day diabetic readmission prediction model based on incremental learning by Peng Zhao, Illhoi Yoo

“…Hospital readmissions within 30 days after discharge are costly and it has been a prior for researchers to identify patients at risk of early readmission. Most…”
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Biomedical Ontology MeSH Improves Document Clustering Qualify on MEDLINE Articles: A Comparison Study by Illhoi Yoo, Xiaohua Hu

“…Document clustering has been used for better document retrieval, document browsing, and text mining. In this paper, we investigate if biomedical ontology MeSH…”
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A dynamic prediction engine to prevent chemotherapy-induced nausea and vomiting by Mosa, Abu Saleh Mohammad, Hossain, Akm Mosharraf, Yoo, Illhoi

“…•We described a single framework that can perform prediction query without losing the sensitivity to each context (i.e., combination of phases and…”
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Early Prediction of Unplanned 30-Day Hospital Readmission: Model Development and Retrospective Data Analysis by Zhao, Peng, Yoo, Illhoi, Naqvi, Syed H

“…Existing readmission reduction solutions tend to focus on complementing inpatient care with enhanced care transition and postdischarge interventions. These…”
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Association mining of search tags in PubMed search sessions by Mosa, Abu Saleh Mohammad, Illhoi Yoo

“…Background: Previous studies have shown that use of search tags in PubMed can significantly improve the performance of information retrieval. The objective of…”
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Guest Editorial for Special Section on BIBM 2014 by Yoo, Illhoi, Shehu, Amarda

“…The papers in this special section were presented at the Eighth Annual IEEE International Conference on Bioinformatics and Biomedicine (BIBM 2014) held in…”
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Biomedical and Health Informatics (BIH) workshop 2011 by Yoo, Illhoi

“…The framework utilizes a video camera and radio frequency identification (RFID) sensors to monitor medication intake. [...]the authors provide a case study on…”
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Data-mining technologies for diabetes: a systematic review by Marinov, Miroslav, Mosa, Abu Saleh Mohammad, Yoo, Illhoi, Boren, Suzanne Austin

“…The objective of this study is to conduct a systematic review of applications of data-mining techniques in the field of diabetes research. We searched the…”
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A coherent graph-based semantic clustering and summarization approach for biomedical literature and a new summarization evaluation method by Yoo, Illhoi, Hu, Xiaohua, Song, Il-Yeol

“…A huge amount of biomedical textual information has been produced and collected in MEDLINE for decades. In order to easily utilize biomedical information in…”
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Analysis of PubMed User Sessions Using a Full-Day PubMed Query Log: A Comparison of Experienced and Nonexperienced PubMed Users by Yoo, Illhoi, Mosa, Abu Saleh Mohammad

“…PubMed is the largest biomedical bibliographic information source on the Internet. PubMed has been considered one of the most important and reliable sources of…”
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Mining hidden connections among biomedical concepts from disjoint biomedical literature sets through semantic-based association rule by Hu, Xiaohua, Zhang, Xiaodan, Yoo, Illhoi, Wang, Xiaofeng, Feng, Jiali

“…The novel connection between Raynaud disease and fish oils was uncovered from two disjointed biomedical literature sets by Swanson in 1986. Since then, there…”
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