Decision Support for Health Professionals

Fusion of X-Ray Images and Clinical Data for a Multimodal Deep Learning Prediction Model of Osteoporosis: Algorithm Development and Validation Study

Jun Tang, Xiang Yin, Jiangyuan Lai, Keyu Luo, Dongdong Wu

JMIR Med Inform 2025 (Sep 18); 13:e70738

Download Citation: END BibTex RIS

Neural Activity Disparities in Deficiency and Excess Patterns of Depression: Protocol for a Systematic Review and Meta-Analysis

Liling Chen, Xinyu Jia, Jianjun Wang, Liling Li, Jianxiang Chen, Songjun Lin, Haotao Zheng, Xinbei Li, Xiude Qin, Lanying Liu, Hanqing Lyu

JMIR Res Protoc 2025 (Sep 18); 14:e68996

Download Citation: END BibTex RIS

An Artificial Intelligence–Based Framework for Predicting Emergency Department Overcrowding: Development and Evaluation Study

Orhun Vural, Bunyamin Ozaydin, Khalid Y Aram, James Booth, Brittany Freeman Lindsey, Abdulaziz Ahmed

JMIR Med Inform 2025 (Sep 17); 13:e73960

Download Citation: END BibTex RIS

Using Wearable Device and Machine Learning to Predict Mood Symptoms in Bipolar Disorder: Development and Usability Study

Chia-Tung Wu, Ming H Hsieh, I-Ming Chen, Lian-Yin Jhao, Ding-Shan Liu, Ssu-Ming Wang, Chia-Ting Wu, Yi-Ling Chien

JMIR Med Inform 2025 (Sep 16); 13:e66277

Download Citation: END BibTex RIS

Development of a Data-Based Method for Predicting Nursing Workload in an Acute Care Hospital: Methodological Study

Mark McMahon, Sylvie Plate, Tobias Herz, Gabi Brenner, Michael Kleinknecht-Dolf, Michael Krauthammer

J Med Internet Res 2025 (Sep 16); 27:e66667

Download Citation: END BibTex RIS

Evidence for the Use of Patient-Reported Outcome Measures in the Treatment of Patients With Noncommunicable Diseases: Systematic Review

Marie Villumsen, Benedikte Irene von Osmanski, Kirsten Elisabeth Lomborg, Kirstine Skov Benthien

JMIR Med Inform 2025 (Sep 16); 13:e66160

Download Citation: END BibTex RIS

Interpretable Machine Learning for Predicting Adverse Pregnancy Outcomes in Gestational Diabetes: Retrospective Cohort Study

Jiaxi Li, Xiali Liu, Shenyang He, Yan Ren

JMIR Med Inform 2025 (Sep 16); 13:e71539

Download Citation: END BibTex RIS

Machine-Learning Predictive Tool for the Individualized Prediction of Outcomes of Hematopoietic Cell Transplantation for Sickle Cell Disease: Registry-Based Study

Rajagopal Subramaniam Chandrasekar, Michael Kane, Lakshmanan Krishnamurti

JMIR AI 2025 (Sep 15); 4:e64519

Download Citation: END BibTex RIS

Cross-Site Predictions of Readmission After Psychiatric Hospitalization With Mood or Psychotic Disorders: Retrospective Study

Boyu Ren, WonJin Yoon, Spencer Thomas, Guergana Savova, Timothy Miller, Mei-Hua Hall

JMIR Ment Health 2025 (Sep 12); 12:e71630

Download Citation: END BibTex RIS

Enhancing Oral Health Diagnostics With Hyperspectral Imaging and Computer Vision: Clinical Dataset Study

Paul Römer, Jean-Jacques Ponciano, Katharina Kloster, Fabia Siegberg, Bastian Plaß, Shankeeth Vinayahalingam, Bilal Al-Nawas, Peer W Kämmerer, Thomas Klauer, Daniel Thiem

JMIR Med Inform 2025 (Sep 11); 13:e76148

Download Citation: END BibTex RIS

Using Machine Learning to Predict-Then-Optimize Elective Orthopedic Surgery Scheduling to Improve Operating Room Utilization: Retrospective Study

Johnathan R Lex, Aazad Abbas, Jacob Mosseri, Jay Singh Toor, Michael Simone, Bheeshma Ravi, Cari Whyne, Elias B Khalil

JMIR Med Inform 2025 (Sep 10); 13:e70857

Download Citation: END BibTex RIS

Biological Age Estimation From the Age Gap Using Deep Learning Integrating Morbidity and Mortality: Model Development and Validation Study

Seong-Eun Moon, Ji Won Yoon, Jae Hyun Bae, Shinyoung Joo, Yoo Hyung Kim, Bon Hyang Lee, Seokho Yoon, Haanju Yoo, Young Min Cho

J Med Internet Res 2025 (Sep 10); 27:e71592

Download Citation: END BibTex RIS

Understanding and Addressing Challenges With Electronic Health Record Use in Gynecological Oncology: Cross-Sectional Survey of Multidisciplinary Professionals in the United Kingdom and Co-Design of an Integrated Informatics Platform to Support Clinical Decision-Making

Laura Tookman, Rachael Lear, Yusuf S Abdullahi, Amit Samani, Phoebe Averill, Ashton Hunt, Dimitri Papadimitriou, Baleseng Elizabeth Nkolobe, Sadaf Ghaem-Maghami, Ben Glampson, Iain A McNeish, Erik K Mayer

JMIR Cancer 2025 (Sep 10); 11:e58657

Download Citation: END BibTex RIS

Deep Learning–Based Pattern Recognition for Detecting Penile Abnormalities: Protocol for Developing a Mobile App for Circumcision Eligibility

Irfan Wahyudi, Chandra Prasetyo Utomo, Samsuridjal Djauzi, Muhamad Fathurahman, Gerhard Reinaldi Situmorang, Arry Rodjani, Putu Angga Risky Raharja, Kevin Yonathan, Budi Santoso, Dwidian Khresna, Marco Raditya

JMIR Res Protoc 2025 (Sep 10); 14:e65811

Download Citation: END BibTex RIS

Predicting Unplanned Readmission Risk in Patients With Cirrhosis: Complication-Aware Dynamic Classifier Selection Approach

Zixin Shi, Linjun Huang, Xiaomei Xu, Kexue Pu, Qingpeng Zhang, Haolin Wang

JMIR Med Inform 2025 (Sep 10); 13:e63581

Download Citation: END BibTex RIS

Predicting In-Hospital Cardiac Arrest Using Machine Learning Models: Protocol for a Scoping Review

Mina Attin, Bryar Shareef, Nelson Appiah-Agyei, Farzana Mahamud Rini, Xan Goodman, Lauren Bredesky, Jonathan A Chavez, Rawa Mohammed, Kavita Batra

JMIR Res Protoc 2025 (Sep 09); 14:e69716

Download Citation: END BibTex RIS

AI Model Based on Diaphragm Ultrasound to Improve the Predictive Performance of Invasive Mechanical Ventilation Weaning: Prospective Cohort Study

Feier Song, Huazhang Liu, Huan Ma, Xuanhui Chen, Shouhong Wang, Tiehe Qin, Huiying Liang, Daozheng Huang

JMIR Form Res 2025 (Sep 08); 9:e72482

Download Citation: END BibTex RIS

Automated Literature Screening for Hepatocellular Carcinoma Treatment Through Integration of 3 Large Language Models: Methodological Study

Chen Pan, Wei Lu, Bingliang Chen, Gang Zhang, Zhiming Yang, Jingcheng Hao

JMIR Med Inform 2025 (Sep 08); 13:e76252

Download Citation: END BibTex RIS

Need Analysis of Clinician-Oriented Integrated Precision Oncology Decision Support Tools: Qualitative Descriptive Study

Sheng Zheng, Yi Feng, Jieran Long, Xiang Li, Meng Zhang, Hui Chen, Xue Du, Huilong Duan, Shuqin Jia, Nan Wu, Xudong Lu

JMIR Hum Factors 2025 (Sep 08); 12:e67476

Download Citation: END BibTex RIS

Exploring Named Entity Recognition Potential and the Value of Tailored Natural Language Processing Pipelines for Radiology, Pathology, and Progress Notes in Clinical Decision Support: Quantitative Study

Veysel Kocaman, Fu-Yuan Cheng, Julio Bonis, Ganesh Raut, Prem Timsina, David Talby, Arash Kia

JMIR AI 2025 (Sep 05); 4:e59251

Download Citation: END BibTex RIS