Jiancheng Ye

ORCID: 0000-0003-4143-8423
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About
Contact & Profiles
Research Areas
  • Blood Pressure and Hypertension Studies
  • Health Policy Implementation Science
  • Primary Care and Health Outcomes
  • Machine Learning in Healthcare
  • Artificial Intelligence in Healthcare
  • Mobile Health and mHealth Applications
  • Digital Mental Health Interventions
  • Telemedicine and Telehealth Implementation
  • Health Systems, Economic Evaluations, Quality of Life
  • Electronic Health Records Systems
  • COVID-19 and Mental Health
  • IoT and Edge/Fog Computing
  • Age of Information Optimization
  • Patient Satisfaction in Healthcare
  • Clinical practice guidelines implementation
  • Sepsis Diagnosis and Treatment
  • Power Line Inspection Robots
  • Pharmaceutical Practices and Patient Outcomes
  • Health Literacy and Information Accessibility
  • Medication Adherence and Compliance
  • Cardiac, Anesthesia and Surgical Outcomes
  • COVID-19 Digital Contact Tracing
  • Advanced biosensing and bioanalysis techniques
  • Mental Health via Writing
  • Biosensors and Analytical Detection

Northwestern University
2020-2024

Cornell University
2023-2024

Weill Cornell Medicine
2023-2024

Harbin Engineering University
2023-2024

University of Hong Kong
2011-2024

Huawei Technologies (China)
2021

Tsinghua University
2014-2017

Center for Innovation
2017

Hong Kong University of Science and Technology
2011

At present, the coronavirus disease (COVID-19) is spreading around world. It a critical and important task to take thorough efforts prevent control pandemic. Compared with severe acute respiratory syndrome Middle East Respiratory Syndrome, COVID-19 spreads more rapidly owing increased globalization, longer incubation period, unobvious symptoms. As has characteristics of strong transmission weak lethality, since large-scale increase infected people may overwhelm health care systems, are...

10.2196/19866 article EN cc-by JMIR Medical Informatics 2020-06-22

The coronavirus disease (COVID-19) pandemic has spread rapidly throughout the world and had a long-term impact. caused great harm to society serious psychological trauma many people. Children are vulnerable group in this global public health emergency, as their nervous systems, endocrine hypothalamic-pituitary-adrenal axes not well developed. Psychological crises often cause children produce feelings of abandonment, despair, incapacity, exhaustion, even raise risk suicide. with mental...

10.2196/19867 article EN cc-by JMIR Pediatrics and Parenting 2020-07-07

Abstract Background Diabetes mellitus is a prevalent metabolic disease characterized by chronic hyperglycemia. The avalanche of healthcare data accelerating precision and personalized medicine. Artificial intelligence algorithm-based approaches are becoming more vital to support clinical decision-making. These methods able augment health care providers taking away some their routine work enabling them focus on critical issues. However, few studies have used predictive modeling uncover...

10.1186/s12911-020-01318-4 article EN cc-by BMC Medical Informatics and Decision Making 2020-12-01

Patient-generated health data (PGHD), such as patient-reported outcomes and mobile data, have been increasingly used to improve care delivery outcomes. Integrating PGHD into electronic records (EHRs) further expands the capacities monitor patients' status without requiring office visits or hospitalizations. By reviewing discussing with patients remotely, clinicians could address clinical issues efficiently outside of settings. However, EHR-integrated may create a burden for clinicians,...

10.1093/jamia/ocab017 article EN Journal of the American Medical Informatics Association 2021-01-26

Perioperative medication has made significant contributions to enhancing patient safety. Nevertheless, administering during this period still poses considerable safety concerns, with many errors being detected only after causing physiological disturbances. The intricacy of administration in the perioperative setting specific challenges To address these challenges, implementing potential strategies and interventions is critical. One such strategy raising awareness revising educational...

10.2196/34453 article EN cc-by JMIR Perioperative Medicine 2023-05-31

Abstract Objective To develop and apply a natural language processing (NLP)-based approach to analyze public sentiments on social media their geographic pattern in the United States toward coronavirus disease 2019 (COVID-19) vaccination. We also aim provide insights facilitate understanding of attitudes concerns regarding COVID-19 Methods collected Tweet posts by residents after dissemination vaccine. performed sentiment analysis based Bidirectional Encoder Representations from Transformers...

10.1093/jamiaopen/ooad023 article EN cc-by JAMIA Open 2023-04-06

ABSTRACT Objective This scoping review aims to identify and understand the role of artificial intelligence in application integrated electronic health records (EHRs) patient-generated data (PGHD) care, including clinical decision support, care quality, patient safety. We focused on that combined PGHD EHR data, we investigated (AI) care. Methods used Preferred Reporting Items for Systematic Reviews Meta-Analyses (PRISMA) guidelines search articles six databases: PubMed, Embase, Web Science,...

10.1101/2024.05.01.24306690 preprint EN cc-by-nc-nd medRxiv (Cold Spring Harbor Laboratory) 2024-05-03

<h3>Objective:</h3> Practice facilitation is an effective approach to implementing quality improvement (QI) interventions in practice-based research networks (PBRNs). Regular facilitator-practice interactions are necessary for successful facilitation, and missed engagements may hinder the process of practice improvement. This study employs a mixed-methods characterize dynamics examine delays barriers, as well their association with achievement QI program goals PBRN initiative....

10.3122/jabfm.2020.05.200058 article EN The Journal of the American Board of Family Medicine 2020-09-01

Hypertension is the most common cardiovascular disease in Nigeria and contributes to a large non-communicable burden. Our aim was implement evaluate large-scale hypertension treatment control program, adapted from Kaiser Permanent Northern California World Health Organization HEARTS models, within public primary healthcare centers Federal Capital Territory, Nigeria.A type 2 hybrid, interrupted time series design used generate novel information on implementation effectiveness of multi-level...

10.1186/s43058-022-00328-9 article EN cc-by Implementation Science Communications 2022-08-02

Background The COVID-19 pandemic is a global public health crisis that has not only endangered the lives of patients but also resulted in increased psychological issues among medical professionals, especially frontline care workers. As caused by shifts from acute to protracted, attention should be paid devastating impacts on workers’ mental and social well-being. Digital technologies are being harnessed support responses pandemic, which provide opportunities advance for Objective aim this...

10.2196/22075 article EN cc-by JMIR Formative Research 2021-04-13

Abstract Background Practice facilitation is a multicomponent implementation strategy used to improve the capacity for practices address care quality and gaps. We sought assess whether practice facilitators use of coaching strategies aimed at improving self-sufficiency were associated with improved improvement (QI) interventions in Healthy Hearts Heartland Study. Methods mapped 27 activities framework that classifies by degree which develops its own process expertise (Doing Tasks, Project...

10.1186/s13012-021-01100-8 article EN cc-by Implementation Science 2021-03-31

After the outbreak of coronavirus disease 2019 (COVID-19) pandemic, Chinese hospitals and health information technology (HIT) vendors collaborated to provide comprehensive support for pandemic prevention control. This study aims describe responses from systems (HIS) COVID-19 empirical evidence in application emerging technologies China.

10.1055/s-0041-1728770 article EN other-oa Applied Clinical Informatics 2021-03-01

The emerging health technologies and digital services provide effective ways of collecting information gathering patient-generated data (PGHD), which a more holistic view patient's quality life over time, increase visibility into adherence to treatment plan or study protocol, enable timely intervention before costly care episode.Through national cross-sectional survey in the United States, we aimed describe compare characteristics populations with without mental issues (depression anxiety...

10.2196/30898 article EN cc-by Journal of Medical Internet Research 2022-04-29

<h3>Background</h3> More than 1.2 billion adults worldwide have hypertension. High retention in clinical care is essential for long-term management of hypertension, but 1-year rates are less 50% many resource-limited settings. <h3>Objective</h3> To evaluate short-term and associated factors among patients with hypertension primary health centers the Federal Capital Territory Nigeria. <h3>Design, Setting, Participants</h3> In this cohort study, data were collected by trained study staff from...

10.1001/jamanetworkopen.2022.30025 article EN cc-by-nc-nd JAMA Network Open 2022-09-06

There are limited data on large-scale, multilevel implementation research studies to improve hypertension diagnosis, treatment, and control rates at the primary healthcare (PHC) level in Africa. We describe characteristics, of patients with public PHC centers Hypertension Treatment Nigeria Program.

10.1097/hjh.0000000000003089 article EN Journal of Hypertension 2022-01-15

This study aims to propose a novel approach for enhancing clinical prediction models by combining structured and unstructured data with multimodal fusion. We presented comprehensive framework that integrated sources, including textual notes, electronic health records (EHRs), relevant from National Electronic Injury Surveillance System (NEISS) datasets. proposed hybrid fusion method, which incorporated state-of-the-art pre-trained language model, integrate text EHR other thereby capturing...

10.1101/2023.08.24.23294597 preprint EN cc-by-nc medRxiv (Cold Spring Harbor Laboratory) 2023-08-25

A portable urinalysis device was constructed to make the self-served at home possible and easy.

10.1039/c7ay00780a article EN Analytical Methods 2017-01-01

To examine the association of coronavirus disease 2019 (COVID-19) pandemic, sex, and joint sex COVID-19 pandemic with health communication, physical activity, mental health, behavioral health.We drew data from National Cancer Institute's 2020 Health Information Trends Survey. We described compared characteristics social determinants alcohol use, patterns networking service information sharing. Analyses were weighted to provide nationally representative estimates. Multivariate models...

10.1093/jamiaopen/ooac076 article EN cc-by JAMIA Open 2022-07-11

Clinical trials are a crucial element in advancing medical knowledge and developing new treatments by establishing the evidence base for safety therapeutic efficacy. However, success of these depends on various factors, including trial design, project planning, research staff training, adequate sample size. It is also to recruit participants efficiently retain them throughout ensure timely completion.

10.2196/47052 article EN cc-by JMIR Medical Informatics 2023-11-22
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