Christoph "Chris" Lehmann, MD, FAAP, FACMI, FIAHSI 's Avatar

Christoph "Chris" Lehmann, MD, FAAP, FACMI, FIAHSI

@culehmann.bsky.social

Editor, Applied Clinical Informatics

140 Followers  |  230 Following  |  17 Posts  |  Joined: 13.11.2024  |  2.1794

Latest posts by culehmann.bsky.social on Bluesky

A figure showing an example clinical decision support flow diagram for a patient with a diagnosis of hypertension

A figure showing an example clinical decision support flow diagram for a patient with a diagnosis of hypertension

NEW: Development of a Patient-Facing Clinical Decision Support Application for #Hypertension
www.thieme-connect.com/products/ejo...

#MedSky #CDS #DigitalHealth #PatientEngagement

15.10.2025 09:38 β€” πŸ‘ 1    πŸ” 2    πŸ’¬ 0    πŸ“Œ 0
A figure showing the project and case study timeline

A figure showing the project and case study timeline

NEW: Refining a #MachineLearning Model for Predicting Infant #Sepsis: A Multidisciplinary Team Supported by #Human-Centered Design Methods www.thieme-connect.com/products/ejo...

#MedSky #IDSky #PedSky #ML

15.10.2025 09:41 β€” πŸ‘ 2    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0
Table 1, which shows the baseline characteristics of the study population, including age, race, sex, hospital stay duration, and documentation metrics per patient

Table 1, which shows the baseline characteristics of the study population, including age, race, sex, hospital stay duration, and documentation metrics per patient

NEW: Summarize-then-Prompt: A Novel Prompt Engineering Strategy for Generating High-Quality Discharge Summaries www.thieme-connect.com/products/ejo...

#MedSky #LLM #GenerativeAI

15.10.2025 09:44 β€” πŸ‘ 1    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0
Figure showing the associations between attitude toward cybersecurity, self-control, and risk online behaviors

Figure showing the associations between attitude toward cybersecurity, self-control, and risk online behaviors

NEW: Better Attitudes toward #Cybersecurity and Greater Self-Control Predict Lower Risky Online Behaviors among #Nurses www.thieme-connect.com/products/ejo...

#MedSky #nursing #DigitalHealth

15.10.2025 09:49 β€” πŸ‘ 2    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0
An illustration of the methods for phase 1 and phase 2 of the study, broken down by number of clinicians, primary care subspecialtties included in each phase, and the factors investigated within each study

An illustration of the methods for phase 1 and phase 2 of the study, broken down by number of clinicians, primary care subspecialtties included in each phase, and the factors investigated within each study

NEW: The Digital Workload Divide: Investigating Gender Differences in Electronic Health Record Messaging among #PrimaryCare Clinicians www.thieme-connect.com/products/ejo...

#MedSky #DigitalHealth #FamilyMedicine

15.10.2025 09:53 β€” πŸ‘ 1    πŸ” 2    πŸ’¬ 0    πŸ“Œ 0
A figure showing the model features and odds ratios

A figure showing the model features and odds ratios

NEW: Challenges with Implementing Predictive Models for #Inpatient Hypoglycemic Events in Clinical Decision Support www.thieme-connect.com/products/ejo...

#MedSky #CDS #DigitalHealth

15.10.2025 09:55 β€” πŸ‘ 1    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0
Post image

NEW: Typing Proficiency among Physicians in Internal Medicine: A Pilot Study of Speed and Performance www.thieme-connect.de/products/ejo...

#MedSky #InternalMed #DigitalHealth

20.10.2025 21:12 β€” πŸ‘ 1    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0
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NEW: The Effect of Computerized Alerts on Prescribing and Patient Outcomes: A Systematic Review www.thieme-connect.de/products/ejo...

#MedSky #DigitalHealth #PatientExperience

20.10.2025 21:17 β€” πŸ‘ 1    πŸ” 2    πŸ’¬ 0    πŸ“Œ 0
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NEW: Evaluating Clinical Staff Perceptions of #EHR #Usability, Satisfaction, and Adaptation to a New EHR: A Multisite, Pre–Post Implementation Study www.thieme-connect.de/products/ejo...

#MedSky #Informatics #DigitalHealth @sarahrossetti.bsky.social

20.10.2025 21:21 β€” πŸ‘ 1    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0
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NEW: Unintended Delays in #Pediatric Postoperative Antibiotic Administration from Overly Complex #CDS Instructions www.thieme-connect.de/products/ejo...

#MedSky #PedSky #DigitalHealth

20.10.2025 21:24 β€” πŸ‘ 1    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0
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NEW: Identifying Electronic Health Record Tasks and Activity Using Computer Vision www.thieme-connect.de/products/ejo...

#MedSky #EHR #DigitalHealth

20.10.2025 21:27 β€” πŸ‘ 1    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0
Thieme E-Journals - Applied Clinical Informatics / Abstract Thieme E-Books & E-Journals

NEW: #Nursing Performance Using Clinical Prediction Rules for Acute Respiratory Infection Management: A Case-Based Simulation www.thieme-connect.de/products/ejo...

#MedSky #IDSky #DigitalHealth

20.10.2025 21:31 β€” πŸ‘ 1    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0
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NEW: Development and Evaluation of Offsite Repository for Clinical Assets, a Resilient Solution for Order Set Access during #EHR Downtimes www.thieme-connect.de/products/ejo...

#MedSky #ClinicalInformatics #DigitalHealth

20.10.2025 21:33 β€” πŸ‘ 1    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0
Figure showing the novel infrastructure for central line-associated bloodstream infection (CLABSI) model implementation

Figure showing the novel infrastructure for central line-associated bloodstream infection (CLABSI) model implementation

NEW: Performance Degradation between Development and Deployment of a Predictive Model for Central Line-Associated Bloodstream #Infections in Hospitalized Children www.thieme-connect.de/products/ejo...

#MedSky #PedSky #IDSky #CLABSI @evanorenstein.bsky.social

28.09.2025 16:09 β€” πŸ‘ 3    πŸ” 3    πŸ’¬ 0    πŸ“Œ 0
Figure displaying a prototype of the COACH clinical decision suport tool used during interviews with care team members. The interface provides a visual representation of a patient's blood pressure trends, recommendations for nonmedicinal therapy, and monitoring alerts.

Figure displaying a prototype of the COACH clinical decision suport tool used during interviews with care team members. The interface provides a visual representation of a patient's blood pressure trends, recommendations for nonmedicinal therapy, and monitoring alerts.

NEW: β€œEveryone Has a Role in This”: Evaluating Organizational Readiness for a #Digital Solution to Support #Hypertension Care Teams and #Patients
www.thieme-connect.de/products/ejo...

#MedSky #HealthcareAdministration #DigitalHealth #BP

28.09.2025 16:15 β€” πŸ‘ 2    πŸ” 2    πŸ’¬ 0    πŸ“Œ 0
A swim-lane diagram of the providers-in-the-loop AI handoff workflow. The blue line illustrates routine ED admission steps. The green line shows that the quality improvement team flags eligible cases, extracts EHR data, and generates the AI summary. The purple line shows that an Emergency Department treatment team member reviews the summary, submits a brief survey, and decides what (if anything) to include in the verbal handoff.

A swim-lane diagram of the providers-in-the-loop AI handoff workflow. The blue line illustrates routine ED admission steps. The green line shows that the quality improvement team flags eligible cases, extracts EHR data, and generates the AI summary. The purple line shows that an Emergency Department treatment team member reviews the summary, submits a brief survey, and decides what (if anything) to include in the verbal handoff.

NEW: Generative #ArtificialIntelligence Summaries to Facilitate #EmergencyDepartment Handoff
www.thieme-connect.de/products/ejo...

#MedSky #EDSky #AI #genAI

28.09.2025 16:34 β€” πŸ‘ 1    πŸ” 2    πŸ’¬ 0    πŸ“Œ 0
Plots of the observed values and 95% confidence intervals of each outcome by intervention status and block (left panels) as well as the estimated effect of intervention from the fitted model (right panels). For continuous outcomes, the effect is an estimated mean difference and for binary outcomes, it is an estimated odds ratio.

Plots of the observed values and 95% confidence intervals of each outcome by intervention status and block (left panels) as well as the estimated effect of intervention from the fitted model (right panels). For continuous outcomes, the effect is an estimated mean difference and for binary outcomes, it is an estimated odds ratio.

NEW: Lessons Learned from #Sepsis Microlearning Intervention www.thieme-connect.de/products/ejo...

#MedSky #DigitalHealth

28.09.2025 16:39 β€” πŸ‘ 2    πŸ” 2    πŸ’¬ 0    πŸ“Œ 0
A table showing the benefits of parental portal access

A table showing the benefits of parental portal access

NEW: Parental Access to #Adolescent Online Healthcare Portals: Benefits, Problems, and Barriers www.thieme-connect.de/products/ejo...

#MedSky #PedSky #DigitalHealth

28.09.2025 16:42 β€” πŸ‘ 1    πŸ” 2    πŸ’¬ 0    πŸ“Œ 0
A figure showing an interruptive alert triggered by placing an order reminding emergency department clinicians to perform HIV screening. Copyright 2025 Epic Systems Corporation

A figure showing an interruptive alert triggered by placing an order reminding emergency department clinicians to perform HIV screening. Copyright 2025 Epic Systems Corporation

NEW: Right Idea, Wrong Time: Focusing on Alert Timing for Effective Decision Support www.thieme-connect.de/products/ejo...

#MedSky #CDS #DigitalHealth

28.09.2025 16:45 β€” πŸ‘ 1    πŸ” 2    πŸ’¬ 0    πŸ“Œ 0
A block diagram showing the curriculum and rotations for both years of the proposed clinicial informatics fellowship program

A block diagram showing the curriculum and rotations for both years of the proposed clinicial informatics fellowship program

NEW: Achieving #ACGME Clinical Informatics Fellowship #Accreditation: A Chronicle of Our Institution's Journey www.thieme-connect.de/products/ejo...

#MedSky #ClinicalInformatics @acgme.bsky.social @amia.org @culehmann.bsky.social

28.09.2025 16:27 β€” πŸ‘ 1    πŸ” 2    πŸ’¬ 0    πŸ“Œ 0
Post image 22.09.2025 15:25 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
A table showing the top ten quantitative findings from a burnout prediction model, and related key concepts and themes

A table showing the top ten quantitative findings from a burnout prediction model, and related key concepts and themes

NEW: Qualitative Verification of #MachineLearning Based Burnout Predictors in #PrimaryCare Physicians: An Exploratory Study www.thieme-connect.de/products/ejo...

#MedSky #ML #Burnout #DigitalHealth

06.09.2025 20:38 β€” πŸ‘ 3    πŸ” 3    πŸ’¬ 0    πŸ“Œ 0
A figure showing a screen capture of interruptive CDS alert for venous thromboembolism prophylaxis

A figure showing a screen capture of interruptive CDS alert for venous thromboembolism prophylaxis

NEW: Sisyphus' Alert: The Uphill Struggle to Improve Venous #Thromboembolism Prophylaxis #ClinicalDecisionSupport www.thieme-connect.de/products/ejo...

#MedSky #CDS #DigitalHealth

06.09.2025 20:34 β€” πŸ‘ 1    πŸ” 2    πŸ’¬ 0    πŸ“Œ 0
A figure showing the initial Our Practice Advisory alert designed to improve cancer staging. Copyright 2024 Epic Systems Corporation

A figure showing the initial Our Practice Advisory alert designed to improve cancer staging. Copyright 2024 Epic Systems Corporation

NEW: Improving Discrete Documentation of #CancerStaging β€” An Alert-Free Approach www.thieme-connect.de/products/ejo...

#MedSky #CanSky #OncSky #DigitalHealth #cancer

06.09.2025 20:31 β€” πŸ‘ 2    πŸ” 2    πŸ’¬ 0    πŸ“Œ 0
Figure showing an interruptive alert for retinopathy of prematurity screening. It is a display of the alert within the Epic electronic health record designed to prompt ophthalmology consultation for infants at risk  for retinopathy of prematurity. The alert includes provider response options and instructions to facilitate consult scheduling. Key data points, birth weight, and gestational age were omitted, limiting usability and effectiveness. Copyright 2024 Epic Systems Corporation, Verona, Wisconsin.

Figure showing an interruptive alert for retinopathy of prematurity screening. It is a display of the alert within the Epic electronic health record designed to prompt ophthalmology consultation for infants at risk for retinopathy of prematurity. The alert includes provider response options and instructions to facilitate consult scheduling. Key data points, birth weight, and gestational age were omitted, limiting usability and effectiveness. Copyright 2024 Epic Systems Corporation, Verona, Wisconsin.

NEW: Redesigning Clinical Decision Support for #Retinopathy of Prematurity Screening After Alert Failure www.thieme-connect.de/products/ejo...

#MedSky #CDS #DigitalHealth

06.09.2025 20:27 β€” πŸ‘ 1    πŸ” 2    πŸ’¬ 0    πŸ“Œ 0
Screenshot of the STRATIFY-CDS user interface (with imaginary data presented), viewed in a window overlayed above the emergency department (ED) patient list (that is, trackboard) in the Epic electronic health record. Copyright 2025 Epic Systems Corporation

Screenshot of the STRATIFY-CDS user interface (with imaginary data presented), viewed in a window overlayed above the emergency department (ED) patient list (that is, trackboard) in the Epic electronic health record. Copyright 2025 Epic Systems Corporation

NEW: β€œI worry we'll blow right by it:” Barriers to Uptake of the STRATIFY-CDS for #AcuteHeartFailure
www.thieme-connect.de/products/ejo...

#MedSky #CDS #DigitalHealth @allisonbmccoy.phd @laurielovett.bsky.social

06.09.2025 20:20 β€” πŸ‘ 2    πŸ” 3    πŸ’¬ 0    πŸ“Œ 0
A bar chart showing utilization of ambient application for in-person outpatient visits. Each bar represents the provider's individual utilization rate, which is the percentage of their in-person outpatient visits where the ambient application was used. Application utilization varied substantially across providers, with a range from 1.3 percent to 65.4 percent.

A bar chart showing utilization of ambient application for in-person outpatient visits. Each bar represents the provider's individual utilization rate, which is the percentage of their in-person outpatient visits where the ambient application was used. Application utilization varied substantially across providers, with a range from 1.3 percent to 65.4 percent.

NEW: Ambient #ArtificialIntelligence Scribes in #Oncology: Adoption, Feasibility, Acceptability, and Appropriateness www.thieme-connect.de/products/ejo...

#MedSky #OncSky #CanSky #AI #DigitalHealth #BurdenReduction

06.09.2025 20:15 β€” πŸ‘ 3    πŸ” 3    πŸ’¬ 0    πŸ“Œ 0
A PRISMA flow diagram illustrating the 2,901 records identified, the 1,406 records screened, the 1,209 records excluded, and the 24 records included in the systematic review

A PRISMA flow diagram illustrating the 2,901 records identified, the 1,406 records screened, the 1,209 records excluded, and the 24 records included in the systematic review

NEW: Analyzing #Mobility Indicators Using #MachineLearning to Detect Mild Cognitive Impairment: A Systematic Scoping Review www.thieme-connect.de/products/ejo...

#MedSky #NeuroSky #ML #MCI #DigitalHealth

06.09.2025 20:09 β€” πŸ‘ 2    πŸ” 3    πŸ’¬ 0    πŸ“Œ 0
Figure showing the phases of development, including Phase 1 Development and validation, Phase 2 Monitoring and modification, Phase 3 COVID-19-related modification, and Phase 4 Delayed surveillance and further modification.

Figure showing the phases of development, including Phase 1 Development and validation, Phase 2 Monitoring and modification, Phase 3 COVID-19-related modification, and Phase 4 Delayed surveillance and further modification.

NEW: Evolution of an Electronic Health Record-Based Alert to Optimize Venous Thromboembolism Prophylaxis www.thieme-connect.de/products/ejo...

#MedSky #EHR #CDS #DigitalHealth

13.09.2025 21:05 β€” πŸ‘ 1    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0
Figure that gives a visual overview of the measure development process

Figure that gives a visual overview of the measure development process

NEW: A Measurement Science Framework to Optimize #CDS for #OpioidUseDisorder Treatment in the ED www.thieme-connect.de/products/ejo...

#MedSky #opioids #DigitalHealth

13.09.2025 21:21 β€” πŸ‘ 1    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0

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