Research graph
References from An intelligent OCR-LLM prescription review system for inpatient narcotic and psychotropic drugs. Local targets link to admitted publications; unresolved targets remain external evidence.
A systematic review of the prevalence and incidence of prescribing errors with high-risk medicines in hospitals.
10.1111/jcpt.12389 · 2016 · External reference
Medication errors in prescription and administration in critically ill patients.
10.1111/jan.14322 · 2020 · External reference
Assessing controlled substance prescribing errors in a pediatric teaching hospital: an analysis of the safety of analgesic prescription practice in the transition from the hospital to home.
10.1016/j.jpain.2008.08.004 · 2009 · External reference
Comprehensive evaluation of using computerised provider order-entry system for hospital discharge orders.
10.1016/j.ijmedinf.2022.104703 · 2022 · External reference
Prevalence, incidence and nature of prescribing errors in hospital inpatients: a systematic review.
10.2165/00002018-200932050-00002 · 2009 · External reference
Effect of improvement measures in reducing interruptions in a Japanese hospital pharmacy using a synthetic approach based on resilience engineering and systems thinking.
10.1186/s12913-023-09346-2 · 2023 · External reference
How do interruptions and distractions affect pharmacy practice? A scoping review of their impact and interventions in dispensing.
10.1016/j.sapharm.2025.05.001 · 2025 · External reference
Tabular context-aware optical character recognition and tabular data reconstruction for historical records.
10.1007/s10032-025-00543-9 · 2025 · External reference
Enhancing medical diagnosis document analysis with layout-aware multitask models.
10.3390/diagnostics15233039 · 2025 · External reference
Computerised physician order entry-related medication errors: analysis of reported errors and vulnerability testing of current systems.
10.1136/bmjqs-2014-003555 · 2015 · External reference
The effects of clinical decision support systems on medication safety: an overview.
10.1371/journal.pone.0167683 · 2016 · External reference
The effectiveness of computerized order entry at reducing preventable adverse drug events and medication errors in hospital settings: a systematic review and meta-analysis.
10.1186/2046-4053-3-56 · 2014 · External reference
Override rate of drug-drug interaction alerts in clinical decision support systems: a brief systematic review and meta-analysis.
10.1177/14604582241263242 · 2024 · External reference
Effect of electronic drug-drug interaction alerts on patient and clinician outcomes: a systematic review.
10.1093/jamia/ocaf139 · 2025 · External reference
Deep learning-based NLP data pipeline for EHR-scanned document information extraction.
10.1093/jamiaopen/ooac045 · 2022 · External reference
Large language model as clinical decision support system augments medication safety in 16 clinical specialties.
10.1016/j.xcrm.2025.102323 · 2025 · External reference
Opportunities and challenges for ChatGPT and large language models in biomedicine and health.
10.1093/bib/bbad493 · 2023 · External reference
Rethinking clinical decision-making to improve clinical reasoning.
10.3389/fmed.2022.900543 · 2022 · External reference
Large language models for biomedicine: foundations, opportunities, challenges, and best practices.
10.1093/jamia/ocae074 · 2024 · External reference
Bridging the performance gap: systematic optimization of local LLMs for Japanese medical PHI extraction.
10.1038/s41598-026-36904-5 · 2026 · External reference
The appropriateness of clinical decision support systems alerts in supporting clinical workflows: a systematic review.
10.1177/14604582211007536 · 2021 · External reference
Improving large language model applications in biomedicine with retrieval-augmented generation: a systematic review, meta-analysis, and clinical development guidelines.
10.1093/jamia/ocaf008 · 2025 · External reference
Reporting guideline for the early-stage clinical evaluation of decision support systems driven by artificial intelligence: DECIDE-AI.
10.1038/s41591-022-01772-9 · 2022 · External reference
Tabular context-aware optical character recognition and tabular data reconstruction for historical records.
10.1007/s10032-025-00543-9 · ExternalCitation · doi-reference
Comprehensive evaluation of using computerised provider order-entry system for hospital discharge orders.
10.1016/j.ijmedinf.2022.104703 · ExternalCitation · doi-reference
Assessing controlled substance prescribing errors in a pediatric teaching hospital: an analysis of the safety of analgesic prescription practice in the transition from the hospital to home.
10.1016/j.jpain.2008.08.004 · ExternalCitation · doi-reference
How do interruptions and distractions affect pharmacy practice? A scoping review of their impact and interventions in dispensing.
10.1016/j.sapharm.2025.05.001 · ExternalCitation · doi-reference
Large language model as clinical decision support system augments medication safety in 16 clinical specialties.
10.1016/j.xcrm.2025.102323 · ExternalCitation · doi-reference
Reporting guideline for the early-stage clinical evaluation of decision support systems driven by artificial intelligence: DECIDE-AI.
10.1038/s41591-022-01772-9 · ExternalCitation · doi-reference
Bridging the performance gap: systematic optimization of local LLMs for Japanese medical PHI extraction.
10.1038/s41598-026-36904-5 · ExternalCitation · doi-reference
Opportunities and challenges for ChatGPT and large language models in biomedicine and health.
10.1093/bib/bbad493 · ExternalCitation · doi-reference
Large language models for biomedicine: foundations, opportunities, challenges, and best practices.
10.1093/jamia/ocae074 · ExternalCitation · doi-reference
Improving large language model applications in biomedicine with retrieval-augmented generation: a systematic review, meta-analysis, and clinical development guidelines.
10.1093/jamia/ocaf008 · ExternalCitation · doi-reference
Effect of electronic drug-drug interaction alerts on patient and clinician outcomes: a systematic review.
10.1093/jamia/ocaf139 · ExternalCitation · doi-reference
Deep learning-based NLP data pipeline for EHR-scanned document information extraction.
10.1093/jamiaopen/ooac045 · ExternalCitation · doi-reference
Medication errors in prescription and administration in critically ill patients.
10.1111/jan.14322 · ExternalCitation · doi-reference
A systematic review of the prevalence and incidence of prescribing errors with high-risk medicines in hospitals.
10.1111/jcpt.12389 · ExternalCitation · doi-reference
Computerised physician order entry-related medication errors: analysis of reported errors and vulnerability testing of current systems.
10.1136/bmjqs-2014-003555 · ExternalCitation · doi-reference
The appropriateness of clinical decision support systems alerts in supporting clinical workflows: a systematic review.
10.1177/14604582211007536 · ExternalCitation · doi-reference
Override rate of drug-drug interaction alerts in clinical decision support systems: a brief systematic review and meta-analysis.
10.1177/14604582241263242 · ExternalCitation · doi-reference
The effectiveness of computerized order entry at reducing preventable adverse drug events and medication errors in hospital settings: a systematic review and meta-analysis.
10.1186/2046-4053-3-56 · ExternalCitation · doi-reference
Effect of improvement measures in reducing interruptions in a Japanese hospital pharmacy using a synthetic approach based on resilience engineering and systems thinking.
10.1186/s12913-023-09346-2 · ExternalCitation · doi-reference
The effects of clinical decision support systems on medication safety: an overview.
10.1371/journal.pone.0167683 · ExternalCitation · doi-reference
Prevalence, incidence and nature of prescribing errors in hospital inpatients: a systematic review.
10.2165/00002018-200932050-00002 · ExternalCitation · doi-reference
Rethinking clinical decision-making to improve clinical reasoning.
10.3389/fmed.2022.900543 · ExternalCitation · doi-reference
Enhancing medical diagnosis document analysis with layout-aware multitask models.
10.3390/diagnostics15233039 · ExternalCitation · doi-reference
