| 251 |
Comparative Analysis of Regularised Logistic Regression and Random Forest Models for In-hospital or 30-day Post-Discharge Mortality Prediction within the Hospital Standardised Mortality Ratio FrameworkComparative Analysis of Regularised Logistic Regression and Random Forest Models for In-hospital or 30-day Post-Discharge Mortality Prediction within the Hospital Standardised Mortality Ratio Framework
Mohd Kamarulariffin Kamarudin, Sarbhan Singh Lakha Singh, Nuur Hafizah Md Iderus, Sumarni Mohd Ghazali, Lonny Chen Rong Qi Ahmad, Nur’ain Mohd Ghazali, Mohamad Nadzmi Md Nadzri, Asrul Anuar Zulkifli, Mei Cheng Lim, Chien Huey Teh, Mohd Azahadi OmarMohd Kamarulariffin Kamarudin, Sarbhan Singh Lakha Singh, Nuur Hafizah Md Iderus, Sumarni Mohd Ghazali, Lonny Chen Rong Qi Ahmad, Nur’ain Mohd Ghazali, Mohamad Nadzmi Md Nadzri, Asrul Anuar Zulkifli, Mei Cheng Lim, Chien Huey Teh, Mohd Azahadi Omar
KMSID: 1516096446 Healthc Inform Res. 2026;32(3):251-261. Published online 2026 July 31 DOI: http://dx.doi.org/10.4258/hir.2026.32.3.251 |
| 262 |
Prediction of Postoperative Length of Stay in Patients with Hip Fracture: A Two-Stage Machine Learning ApproachPrediction of Postoperative Length of Stay in Patients with Hip Fracture: A Two-Stage Machine Learning Approach
Thanwa Kaewtha, Lak Papinwitchakul, Wichai Chattinnawat, Rungchat Chompu-inwai, Trasapong Thaiupathump, Woravut Kowatcharakul, Wimalin LaosiritawornThanwa Kaewtha, Lak Papinwitchakul, Wichai Chattinnawat, Rungchat Chompu-inwai, Trasapong Thaiupathump, Woravut Kowatcharakul, Wimalin Laosiritaworn
KMSID: 1516096447 Healthc Inform Res. 2026;32(3):262-273. Published online 2026 July 31 DOI: http://dx.doi.org/10.4258/hir.2026.32.3.262 |
| 285 |
Machine Learning–Based Classification of Active and Latent Phases of Inherited Retinal Dystrophies Using Synthetic Proteomic Data: A Pathway-Based Application ExerciseMachine Learning–Based Classification of Active and Latent Phases of Inherited Retinal Dystrophies Using Synthetic Proteomic Data: A Pathway-Based Application Exercise
Alessandro Macchia, Maria Chiara Medori, Ahmad Jainul Abidin, Gabriele Bonetti, Kristjana Dhuli, Luca Ferrari, Sara Feizyab, Jan Miertuš, Benedetto Falsini, Giorgio Placidi, Pietro Chiurazzi, Ornela Gordani, Xhilda Dhamo, Eglantina Kalluci, Dominika Vešelényiová, Stanislav Miertuš, Iveta Dirgová Luptáková, Jiří Pospíchal, Matteo Gregorini, Matteo BertelliAlessandro Macchia, Maria Chiara Medori, Ahmad Jainul Abidin, Gabriele Bonetti, Kristjana Dhuli, Luca Ferrari, Sara Feizyab, Jan Miertuš, Benedetto Falsini, Giorgio Placidi, Pietro Chiurazzi, Ornela Gordani, Xhilda Dhamo, Eglantina Kalluci, Dominika Vešelényiová, Stanislav Miertuš, Iveta Dirgová Luptáková, Jiří Pospíchal, Matteo Gregorini, Matteo Bertelli
KMSID: 1516096449 Healthc Inform Res. 2026;32(3):285-292. Published online 2026 July 31 DOI: http://dx.doi.org/10.4258/hir.2026.32.3.285 |
