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The Utilization of Electronic Consultations (eConsults) to Address Emerging Questions Related to Long COVID-19 in Ontario, Canada: Mixed Methods Analysis

The Utilization of Electronic Consultations (eConsults) to Address Emerging Questions Related to Long COVID-19 in Ontario, Canada: Mixed Methods Analysis

In many cases, a single e Consult case had multiple questions, and patients often presented with multiple symptoms; therefore, each case was not restricted to a single clinical question or presenting complaint or symptom. We performed a descriptive analysis of all e Consult close-out questionnaires completed by the PCPs.

Jatinderpreet Singh, Michael Quon, Danica Goulet, Erin Keely, Clare Liddy

JMIR Hum Factors 2025;12:e58582

Digital Interventions for Symptoms of Borderline Personality Disorder: Systematic Review and Meta-Analysis

Digital Interventions for Symptoms of Borderline Personality Disorder: Systematic Review and Meta-Analysis

This treatment gap could be reduced by digital interventions, which inform users and support behavior changes to reduce symptom severity and functional impairment [5,6]. Although few digital interventions are specifically designed for BPD, many address transdiagnostic symptoms, making them potentially effective for BPD treatment due to the disorder’s diverse symptom presentation.

Julia A B Lindsay, Niall M McGowan, Thomas Henning, Eli Harriss, Kate E A Saunders

J Med Internet Res 2024;26:e54941

Semiology Extraction and Machine Learning–Based Classification of Electronic Health Records for Patients With Epilepsy: Retrospective Analysis

Semiology Extraction and Machine Learning–Based Classification of Electronic Health Records for Patients With Epilepsy: Retrospective Analysis

Location: Seizure site refers to the anatomical parts of the body corresponding to the symptom performance. Symptom: Symptom performance refers to the symptoms and signs that appear during the seizure. Duration of seizure event (episode time): Duration of epileptic events within the seizure episode. Status: Occurrence state refers to the state corresponding to the symptom performance, including “with,” “without,” or “unknown.” Frequency: The frequency of seizures, for example: once a month, and so forth.

Yilin Xia, Mengqiao He, Sijia Basang, Leihao Sha, Zijie Huang, Ling Jin, Yifei Duan, Yusha Tang, Hua Li, Wanlin Lai, Lei Chen

JMIR Med Inform 2024;12:e57727

Automated System to Capture Patient Symptoms From Multitype Japanese Clinical Texts: Retrospective Study

Automated System to Capture Patient Symptoms From Multitype Japanese Clinical Texts: Retrospective Study

The dots in the event timeline indicate the timing at which the description of drug administration or symptom onset is recorded. Based on (B), patients who received the target drug (a taxane drug in this study) are selected, and the Kaplan-Meier curve (C) is generated. Our study uses a retrospective observational approach based on NLP, which enables the handling of a large amount of data.

Tomohiro Nishiyama, Ayane Yamaguchi, Peitao Han, Lis Weiji Kanashiro Pereira, Yuka Otsuki, Gabriel Herman Bernardim Andrade, Noriko Kudo, Shuntaro Yada, Shoko Wakamiya, Eiji Aramaki, Masahiro Takada, Masakazu Toi

JMIR Med Inform 2024;12:e58977

The Relationship Between Symptom Change and Use of a Web-Based Self-Help Intervention for Parents of Children With Externalizing Behavior Disorders: Exploratory Study

The Relationship Between Symptom Change and Use of a Web-Based Self-Help Intervention for Parents of Children With Externalizing Behavior Disorders: Exploratory Study

Moreover, as a previous study using baseline data of the same data set as this study demonstrated the predictive value of baseline symptom severity for the subsequent use of WASH [22], we also exploratively examined longitudinal associations between previous symptom severity and subsequent use.

Laura Wähnke, Christina Dose, Marie-Theres Klemp, Judith Mühlenmeister, Julia Plück, Manfred Döpfner

JMIR Pediatr Parent 2024;7:e54051

Implementation of Patient-Reported Outcomes in a Medical Oncology Setting (the iPROMOS Study): Type II Hybrid Implementation Study

Implementation of Patient-Reported Outcomes in a Medical Oncology Setting (the iPROMOS Study): Type II Hybrid Implementation Study

For health services, the use of PROMs for symptom measurement has led to a reduction in emergency presentations and hospital admissions, without increasing clinical workloads [5-7]. These benefits are thought to be due to improved symptom detection by clinicians enabling better supportive care [8-10]. Despite this evidence and an increased uptake of PROMs in routine care, successful implementation in routine care has been inconsistent due to the complex nature of PROMs interventions [4].

Natasha Anne Roberts, Anita Pelecanos, Kimberly Alexander, David Wyld, Monika Janda

J Med Internet Res 2024;26:e55841

A Symptom-Checker for Adult Patients Visiting an Interdisciplinary Emergency Care Center and the Safety of Patient Self-Triage: Real-Life Prospective Evaluation

A Symptom-Checker for Adult Patients Visiting an Interdisciplinary Emergency Care Center and the Safety of Patient Self-Triage: Real-Life Prospective Evaluation

When asking about the safety of a symptom-checker, a risk-based approach should be taken, and safety should encompass possible risks to a patient’s health and life [3]. An evaluation of 23 symptom-checkers using 45 patient vignettes concluded that most symptom-checkers were deficient in both appropriate triage and correct diagnosis [9]. However, the study did not comment on the safety of the tested devices.

Andreas Meer, Philipp Rahm, Markus Schwendinger, Michael Vock, Bettina Grunder, Jacopo Demurtas, Jonas Rutishauser

J Med Internet Res 2024;26:e58157

Sleep Health Analysis Through Sleep Symptoms in 35,808 Individuals Across Age and Sex Differences: Comparative Symptom Network Study

Sleep Health Analysis Through Sleep Symptoms in 35,808 Individuals Across Age and Sex Differences: Comparative Symptom Network Study

In clinical practice, the predictability of a symptom indicates “whether an intervention on that symptom through the symptom network is promising” [70]. The predictability of sexes and age groups is given in Multimedia Appendix 2.

Christophe Gauld, Sarah Hartley, Jean-Arthur Micoulaud-Franchi, Sylvie Royant-Parola

JMIR Public Health Surveill 2024;10:e51585

Development of a Digital Patient Assistant for the Management of Cyclic Vomiting Syndrome: Patient-Centric Design Study

Development of a Digital Patient Assistant for the Management of Cyclic Vomiting Syndrome: Patient-Centric Design Study

This study aimed to develop for patients with CVS an artificial intelligence (AI)–powered digital patient assistant (DPA) that provides more than symptom tracking, using the iterative design principles of user design and user interface alongside the design thinking approach, which has been adopted successfully for the development of health care applications [15,22-24].

Gaurav Narang, Yaozhu J Chen, Nicole Wedel, Melody Wu, Michelle Luo, Ashish Atreja

JMIR Form Res 2024;8:e52251