Decision Support for Health Professionals

Articles published in this theme: 1679 (scroll down to load remaining articles)

2026

View image

Methodological Approaches to and Reported Performance of Applications of Automated Machine Learning in Diabetes Risk Prediction: Rapid Review

Alexandre Castonguay, Sandrine Hegg-Deloye, Arthur Chatton, Amélie Goyette

JMIR AI 2026 (May 12); 5:e87819

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section

View image

Digital Quality Monitoring for Type 2 Diabetes in Swiss Primary Care: Qualitative Interview Study

Odile-Florence Giger, Lola Jo Ackermann, Marinja Principe, Simon Meier, Elgar Fleisch, Susanna Gallani, Michael Brändle, Tobias Kowatsch, Mia Jovanova

J Med Internet Res 2026 (May 12); 28:e82960

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section

View image

Public Expectations for Food and Drug Administration Approval of AI-Based Clinical Decision Support Tools: Quantitative Study

Gloria Maria Carmona Clavijo, Paige Nong, Sean Tan, Jodyn Platt

JMIR AI 2026 (May 12); 5:e84315

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section

View image

AI-Based Automation for Medication Reconciliation: Scoping Review

Juan Pablo Tabja Bortesi, Maria P Becerra, Jonathan Ranisau, Bonnie Wen, Praveen Nadesan, P J Devereaux, Michael McGillion, Jeremy Petch

J Med Internet Res 2026 (May 11); 28:e86760

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section

View image

From Concept to Practice: Lessons From the Balanced Nursing Teams Decision-Support System

Senne Vleminckx, Peter Van Bogaert, Wim De Keyser, Filip Haegdorens

JMIR Nursing 2026 (May 11); 9:e92417

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section

View image

Machine Learning–Based Multidimensional Oximetry for Obstructive Sleep Apnea Screening: Development and External Validation

Xuanyu Qian, Haitong Luo, Rong Ding, Tianming Gao, Haoan Wang, Pengliang Wu, Ning Li

JMIR Med Inform 2026 (May 08); 14:e80384

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section

View image

Barriers and Facilitators in the Implementation of the Systematic Medical Appraisal, Referral, and Treatment (SMART) Mental Health Digital Intervention in Rural India: Mixed Methods Process Evaluation Study

Ankita Mukherjee, Mercian Daniel, Sudha Kallakuri, Siddhardha Devarapalli, Sandhya Kanaka Yatirajula, Amanpreet Kaur, Praveen Devarsetty, Usha Raman, Beverley M Essue, Rajesh Sagar, Shashi Kant, Shekhar Saxena, Graham Thornicroft, Anushka Patel, Pallab K Maulik

JMIR Ment Health 2026 (May 07); 13:e89164

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section

View image

Impact of a Prototype Combining Recommender Functionality With Structured Documentation on Operator Performance in Calls to Medical Communication Centers: Quasi-Experimental Feasibility Study

Siri-Linn Schmidt Fotland, Arngeir Berge, Erik Zakariassen, Vivian Midtbø, Valborg Baste, Gro Fonnes, Frode Guribye, Christoph Trattner, Junyong You, Ingrid Hjulstad Johansen

JMIR Form Res 2026 (May 07); 10:e87082

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section

View image

Cough Audio Recognition for Early Detection of Respiratory Diseases: Algorithm Development and Validation Study

Wensheng Sun, Jiahao Zou, Na Yin, Wenying Fang, Jimin Sun, Ziping Miao, Shigui Yang

JMIR Med Inform 2026 (May 07); 14:e77295

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section

View image

Evaluating the Potential Impact of AI on Urinary Tract Infection Diagnosis in the Emergency Department Across Demographic Groups: Retrospective Cohort Study

Mark Iscoe, Huan Li, Haipeng Xue, Vimig Socrates, Aidan Gilson, Thomas Huang, Richard Andrew Taylor

JMIR AI 2026 (May 06); 5:e91148

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section

View image

Deep Learning Algorithms Versus Radiologists in Digital Breast Tomosynthesis for Breast Cancer Detection: Systematic Review and Meta-Analysis

Shewen Lyu, Zepeng Wang, Yujing Mu, Luyao Wang, Xiaohua Pei

J Med Internet Res 2026 (May 06); 28:e91659

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section

View image

A Proposed Participatory Framework for Explainable AI in mHealth: Mixed Methods Study Integrating User and Stakeholder Requirements

Farzana Islam, Ashraful Islam, M Ashraful Amin, Moinul Zaber

J Med Internet Res 2026 (May 04); 28:e87158

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section

View image

AI in Clinical Decision Support Systems: Promising Applications and Strategies for Managing Data Challenges

Jennifer E Daly, Dursun Delen, Zheng Han, River Smith, Jacqueline Honerlaw, Kelly Cho, Bridget Bennett, Jennifer Sippel

J Med Internet Res 2026 (May 04); 28:e71532

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section

View image

Investigating the Implementation and Impact of AI-Assisted Fall Prevention in Hospitals: Protocol for a Multicenter, Multimethod Observational Study in Sweden (SAFE)

Elin Siira, Anna Gyberg, Ingrid Larsson, Marcus Rosenburg, Petra Svedberg, Kerstin Ulin, Helle Wijk, Thomas Brezicka, Malin Hansson, Jenny Hallgren, Jens Nygren

JMIR Res Protoc 2026 (May 04); 15:e84294

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section

View image

Machine Learning Prediction and Reducing Overdoses With Electronic Health Record Nudges (mPROVEN) in the Primary Care Setting: Protocol for a Cluster Randomized Controlled Trial

Walid F Gellad, Yi-Fan Chen, Tae Woo Park, Qingnan Yang, Jonathan D Arnold, Courtney C Kuza, Stephanie N Fedro-Byrom, Julie Diiulio, Laura G Militello, Michelle Whitlock, Eugene M Sadhu, Shyam Visweswaran, Michael J Fine, Kaleab Z Abebe, Katie J Suda, Wei-Hsuan Lo-Ciganic

JMIR Res Protoc 2026 (May 04); 15:e94007

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section

View image

The Role of Explanations in AI-Generated Alerts: Qualitative Study of Clinical Views on Explainable AI in Predictive Tools

Jessica Rahman, Alana Delaforce, DanaKai Bradford, Jane Li, Farah Magrabi, David Cook, Aida Brankovic

JMIR Hum Factors 2026 (May 01); 13:e81460

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section

View image

Backcasting the Trust Gap: A Strategic Road Map for Clinician Adoption of AI Diagnostics by 2040

Yunguo Yu

J Med Internet Res 2026 (Apr 30); 28:e94234

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section

View image

Learning From the Adoption of a Readmission Clinical Decision Support Tool: Group Model Building Approach

Nina Rachel Sperber, Sarah Elizabeth Haas, Jiaxin Gao, Samantha Hamelsky, Theresa Kiki-Teboum, Afraaz Malick, Rishab Pulugurta, Jacqueline Rodriguez, Hana Shafique, Eden Singh, Kriti Vasudevan, Scott Rockart, David Gallagher, Adam Johnson

JMIR Hum Factors 2026 (Apr 29); 13:e87522

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section

View image

Implementing Artificial Intelligence in Radiology: Design Thinking Road Map

Vitor Ulisses Monnaka, Jéssica Andrade-Silva, Gilberto Szarf, Henrique Min Ho Lee

JMIR AI 2026 (Apr 29); 5:e87360

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section

View image

Data-Efficient Language Model for Assessing Pulmonary Embolism Diagnostic Certainty From Radiology Reports: Model Development and Validation Study

Feifan Liu, Ruofan Hu, Donghyuk Kim, Hao Lo, Yevgeniy Kharonov, Ansh Johri, Ben S Gerber, Elke Rundensteiner, Lauren M Westafer, Jeroan Allison, Catarina Kiefe, Alexander Bankier, Max P Rosen

JMIR Med Inform 2026 (Apr 28); 14:e79972

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section