Results 31 to 40 of about 1,707,841 (323)

Machine learning model to predict mental health crises from electronic health records

Nature Medicine, 2022
The timely identification of patients who are at risk of a mental health crisis can lead to improved outcomes and to the mitigation of burdens and costs.
Roger Garriga, Javier Mas, S. Abraha, Jon Nolan, Oliver T. Harrison, G. Tadros, Aleksandar Matic   +6 more
semanticscholar   +1 more source

Deep Patient: An Unsupervised Representation to Predict the Future of Patients from the Electronic Health Records

Scientific Reports, 2016
Secondary use of electronic health records (EHRs) promises to advance clinical research and better inform clinical decision making. Challenges in summarizing and representing patient data prevent widespread practice of predictive modeling using EHRs ...
Riccardo Miotto, Li Li, B. Kidd, J. Dudley   +3 more
semanticscholar   +1 more source

Extracting social determinants of health from electronic health records using natural language processing: a systematic review

J. Am. Medical Informatics Assoc., 2021
Objective Social determinants of health (SDoH) are nonclinical dispositions that impact patient health risks and clinical outcomes. Leveraging SDoH in clinical decision-making can potentially improve diagnosis, treatment planning, and patient outcomes ...
Braja Gopal Patra, M. Sharma, Veer Vekaria, Prakash Adekkanattu, Olga V. Patterson, B. Glicksberg, Lauren A. Lepow, E. Ryu, J. Biernacka, A. Furmanchuk, T. George, W. Hogan, Yonghui Wu, Xi Yang, J. Bian, M. Weissman, P. Wickramaratne, J. Mann, M. Olfson, T. Campion, Mark G. Weiner, Jyotishman Pathak   +21 more
semanticscholar   +1 more source

Evaluating the knowledge and perception of electronic health records and computer-based patient maintenance among dental professionals

SRM Journal of Research in Dental Sciences, 2023
Background: Electronic health records (EHRs), considered one of the crucial advances in technological health-care delivery, have made medical details easier to procure from anywhere.
Amina Sultan, Poonam Sengar, Akanksha Juneja, Bushra Ahmad Karim, Anuradha Sharma   +4 more
doaj   +1 more source

Predicting diabetes-related hospitalizations based on electronic health records [PDF]

, 2019
OBJECTIVE: To derive a predictive model to identify patients likely to be hospitalized during the following year due to complications attributed to Type II diabetes. METHODS: A variety of supervised machine learning classification methods were tested and
Brisimi, Theodora S., Dai, Wuyang, Paschalidis, Ioannis Ch., Wang, Taiyao, Xu, Tingting   +4 more
core   +1 more source

Improving continuity of care through the use of electronic records: A South African perspective

South African Family Practice, 2012
The fragmented nature of modern healthcare provision makes it increasingly difficult to achieve continuity of care. As a result, strong emphasis is placed on the informational dimension of continuity of care.
N. Mostert-Phipps, D. Pottas, M. Korpela
doaj   +1 more source

Challenges and opportunities beyond structured data in analysis of electronic health records

WIREs Computational Statistics, 2021
Electronic health records (EHR) contain a lot of valuable information about individual patients and the whole population. Besides structured data, unstructured data in EHRs can provide extra, valuable information but the analytics processes are complex ...
Maryam Tayefi, Phuong D. Ngo, T. Chomutare, H. Dalianis, Elisa Salvi, A. Budrionis, F. Godtliebsen   +6 more
semanticscholar   +1 more source

The Secondary Use of Electronic Health Records for Data Mining: Data Characteristics and Challenges

ACM Computing Surveys, 2022
The primary objective of implementing Electronic Health Records (EHRs) is to improve the management of patients’ health-related information. However, these records have also been extensively used for the secondary purpose of clinical research and to ...
Tabinda Sarwar, Sattar Seifollahi, Jeffrey A Chan, Xiuzhen Zhang, V. Aksakalli, I. Hudson, Karin M. Verspoor, L. Cavedon   +7 more
semanticscholar   +1 more source

Factors of quality of care and their association with smartphone based PHR adoption in South Korean hospitals

BMC Medical Informatics and Decision Making, 2021
Background Healthcare organizations have begun to adopt personal health records (PHR) systems to engage patients, but little is known about factors associated with the adoption of PHR systems at an organizational level.
Byung Kwan Choi, Young-Taek Park, Hyeoun-Ae Park, Chris Lane, Emmanuel C. Jo, Sunghong Kang   +5 more
doaj   +1 more source

Synergistic drug combinations from electronic health records and gene expression. [PDF]

, 2016
ObjectiveUsing electronic health records (EHRs) and biomolecular data, we sought to discover drug pairs with synergistic repurposing potential. EHRs provide real-world treatment and outcome patterns, while complementary biomolecular data, including ...
Chen, William, Daugherty, Aaron C, Desai, Manisha, Farrington, Carl, Gomez, Scarlett L, Hastie, Trevor, Kenkare, Pragati, Kurian, Allison W, Lim, Michael, Low, Yen S, Mathur, Maya, Radin, Andrew A, Schroeder, Elizabeth A, Seto, Tina, Shah, Nigam H, Sirota, Marina, Sledge, George W, Thompson, Caroline A, Weber, Susan, Yu, Peter P   +19 more
core   +2 more sources