Julian Ganter

Mr. Julian Ganter


Research Focus & Metrics

Academic Career Length

6Years (2021-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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21 November 2023 in Journal of Medical Systems
Verified
Journal Article
Open access
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SBStefan Bushuven
Stefan Bushuven
Michael BenteleMichael Bentele
Michael Bentele
SBStefanie Bentele
Stefanie Bentele
BGBianka Gerber
Bianka Gerber
JBJoachim Bansbach
Joachim Bansbach
RRRobert Ranisch
Robert Ranisch
Background: Paediatric emergencies are challenging for healthcare workers, first aiders, and parents waiting for emergency medical services to arrive. With the expected rise of virtual assistants, people will likely seek help from such digital AI tools, especially in regions lacking emergency medical services. Large Language Models like ChatGPT proved effective in providing health-related information and are competent in medical exams but are questioned regarding patient safety. Currently, there is no information on ChatGPT’s performance in supporting parents in paediatric emergencies requiring help from emergency medical services. This study aimed to test 20 paediatric and two basic life support case vignettes for ChatGPT and GPT-4 performance and safety in children.Methods: We provided the cases three times each to two models, ChatGPT and GPT-4, and assessed the diagnostic accuracy, emergency call advice, and the validity of advice given to parents.Results: Both models recognized the emergency in the cases, except for septic shock and pulmonary embolism, and identified the correct diagnosis in 94%. However, ChatGPT/GPT-4 reliably advised to call emergency services only in 12 of 22 cases (54%), gave correct first aid instructions in 9 cases (45%) and incorrectly advised advanced life support techniques to parents in 3 of 22 cases (13.6%).Conclusion: Considering these results of the recent ChatGPT versions, the validity, reliability and thus safety of ChatGPT/GPT-4 as an emergency support tool is questionable. However, whether humans would perform better in the same situation is uncertain. Moreover, other studies have shown that human emergency call operators are also inaccurate, partly with worse performance than ChatGPT/GPT-4 in our study. However, one of the main limitations of the study is that we used prototypical cases, and the management may differ from urban to rural areas and between different countries, indicating the need for further evaluation of the context sensitivity and adaptability of the model. Nevertheless, ChatGPT and the new versions under development may be promising tools for assisting lay first responders, operators, and professionals in diagnosing a paediatric emergency.Trial registration: Not applicable.

9 July 2021 in Medicine
Verified
Journal Article
Open access
JGJulian Ganter
Julian Ganter
DDDomagoj Damjanovic
Domagoj Damjanovic
GTGeorg Trummer
Georg Trummer
HBHans-Jörg Busch
Hans-Jörg Busch
KBKlemens Baldas
Klemens Baldas
MMMichael Patrick Müller
Michael Patrick Müller
Smartphone alerting systems (SAS) for first responders potentially shorten the resuscitation-free interval of patients with acute cardiac arrest. During the corona virus disease-19 (COVID-19) pandemic, many systems are suspended due to potential risks for the responders. Objective of the study was to establish a concept for SAS during the COVID-19 pandemic and to evaluate whether a SAS can safely be operated in pandemic conditions. A SAS had been implemented in Freiburg (Germany) in 2018 alerting nearby registered first responders in case of emergencies with suspected cardiac arrest. Due to the pandemic, SAS was stopped in March 2020. A concept for a safe restart was elaborated with provision of a set with ventilation bag/mask, airway filter, and personal protective equipment (PPE) for every volunteer. A standard operating procedure was elaborated following the COVID-19 guidelines of the European Resuscitation Council. Willingness of the participants to respond alarms during the pandemic was investigated using an online survey. The response rates of first responders were monitored before and after deactivation, and during the second wave of the pandemic. The system was restarted in May 2020. The willingness to respond to alarms was lower during the pandemic without PPE. It remained lower than before the pandemic when the volunteers had been equipped with PPE, but the alarm response rate remained at approximately 50% during the second wave of the pandemic. When volunteers are equipped with PPE, the operation of a SAS does not need to be paused, and the willingness to respond remains high among first responders.

28 October 2021 in Journal of Clinical Medicine
Verified
Journal Article
Open access
PDF file
EBEnrico Baldi
Enrico Baldi
NGNiccolò B. Grieco
Niccolò B. Grieco
GRGiuseppe Ristagno
Giuseppe Ristagno
HAHajriz Alihodžić
Hajriz Alihodžić
VCValentine Canon
Valentine Canon
simone savastanosimone savastano
simone savastano
Introduction: The rapid use of an automated external defibrillator (AED) is crucial for increased survival after an out-of-hospital cardiac arrest (OHCA). Many factors could play a role in limiting the chance of an AED use. We aimed to verify the situation regarding AED legislation, the AED mapping system and first responders (FRs) equipped with an AED across European countries. Methods: We performed a survey across Europe entitled “European Study about AED Use by Lay Rescuers” (ENSURE), asking the national coordinators of the European Registry of Cardiac Arrest (EuReCa) program to complete it. Results: Nineteen European countries replied to the survey request for a population covering 128,297,955 inhabitants. The results revealed that every citizen can use an AED in 15 countries whereas a training certificate was required in three countries. In one country, only EMS personnel were allowed to use an AED. An AED mapping system and FRs equipped with an AED were available in only 11 countries. The AED use rate was 12–59% where AED mapping and FR systems were implemented, which was considerably higher than in other countries (0–7.9%), reflecting the difference in OHCA survival. Conclusions: Our survey highlighted a heterogeneity in AED legislation, AED mapping systems and AED use in Europe, which was reflected in different AED use and survival.

2 November 2021 in Prehospital Emergency Care
Verified
Journal Article
Open access
JGJulian Ganter
Julian Ganter
JPJan-Steffen Pooth
Jan-Steffen Pooth
DDDamjanovic Damjanovic
Damjanovic Damjanovic
GTGeorg Trummer
Georg Trummer
HBHans-Jörg Busch
Hans-Jörg Busch
MMMichael P. Müller
Michael P. Müller
The latest guidelines for cardiopulmonary resuscitation recommend that in case of suspected cardiac arrest first responders, who are close to the emergency location, should be notified by a smartphone app or text message. Smartphone Alerting Systems (SAS) aim to reduce the resuscitation-free interval. Thus, there is a need for uniform reporting of process times. Objective: To compare the response times in a SAS either by using global positioning system (GPS) data or by manual confirmation of first responders arriving at the scene. Methods: In the region of Freiburg (Southern Germany, 1,531 km2, 493,000 inhabitants), a SAS is activated when the emergency dispatch centre receives a call regarding suspected cardiac arrest. First responders who accept a mission are tracked using GPS. GPS-based times are logged for each responder when their position is within a radius of 100, 50, or 10 metres around the geographical position of the reported emergency. When arriving at the patient location, the first responders manually confirm “arrived” via their app. GPS-based and manually confirmed response arrival times were compared for all cases between 1 October and 31 March. Results: 192 missions with correct manual logging of the arrival time were included. GPS-based times were available in 175 (91%), 100 (52%), and 30 (16%) cases within radii of 100, 50, and 10 metres, respectively. GPS arrival times were approximately 1.5 minutes shorter when using a 100-metre radius and significantly longer when using a 10-metre radius. No difference was found for a 50-metre radius, but this would result in a lack of data in nearly half of the cases. Conclusion: GPS-based logging of arrival times leads to missing data. A 100-metre circle is associated with a low number of missing values, but 1.5 minutes must be added for the last 100 metres the first responder has to move. A wide range of the difference in response times (GPS vs. manual confirmation) must be regarded as a disadvantage. Manual confirmation reveals precise response times, but first responders may forget to confirm when they arrive. Trial registration: DRKS00016625 (14-April-2019)

23 October 2024 in Notfall + Rettungsmedizin
Verified
Journal Article
Open access
PDF file
JGJulian Ganter
Julian Ganter
HBHans-Jörg Busch
Hans-Jörg Busch
GTGeorg Trummer
Georg Trummer
DSDaniel Schmitz
Daniel Schmitz
JPJan-Steffen Pooth
Jan-Steffen Pooth
MMMichael Patrick Müller
Michael Patrick Müller
Zusammenfassung: Hintergrund: Smartphone-basierte Ersthelfersysteme sollen die Verkürzung des reanimationsfreien Intervalls realisieren. Technologische und konzeptuelle Charakteristika sind für bestmögliche Ergebnisqualität von grundlegender Bedeutung. Ziel: Qualitative und quantitative Evaluation der neuen Systemversion 3.0 des Ersthelferalarmierungssystems „Region der Lebensretter“. Material und Methoden: Für das System 3.0 wurde der Alarmierungsalgorithmus neu entwickelt: Bei Alarmierung werden die Ersthelfer gefragt, mit welchem Verkehrsmittel sie zum Einsatzort kommen. Mittels individueller Routenberechnung wird die voraussichtliche Eintreffzeit errechnet. Die beiden Ersthelfer mit der kürzesten prognostizierten Eintreffzeit werden zum Einsatzort geroutet, der dritte wird zum nächstgelegenen automatisierten externen Defibrillator (AED) geleitet und der vierte weist den Rettungsdienst ein. Im Rahmen einer Beobachtungsstudie wurden Einsätze eines 3‑monatigen Intervalls vor und nach Systemupdate (Juli 2023) für die Region Freiburg (1531 km2, 493.036 Einwohner) ausgewertet. Ergebnisse: Die Quote akzeptierter Einsätze blieb mit durchschnittlich 63 % auf dem vorherigen Niveau. Eine signifikante Verkürzung der medianen Eintreffzeiten der Ersthelfer von 05:38 min (Q1 03:21; Q3 08:15) auf 03:59 min (Q1 02:56; Q3 05:30) konnte realisiert werden (p < 0,001). Diskussion: Die Weiterentwicklung des Alarmierungsalgorithmus mit anschließendem Systemupdate resultierte in kürzeren Eintreffzeiten. Eine intelligente Disposition von Ersthelfern kann technisch realisiert werden. Zukünftig sind weitere Untersuchungen notwendig, um Qualitätsparameter auf Grundlage des internationalen Reporting-Standards für Ersthelfersysteme zu analysieren und die Funktionsweise dieser Systeme fortlaufend zu verbessern. Graphic

2 August 2025 in BMC Emergency Medicine
Verified
Journal Article
Open access
PDF file
JGJulian Ganter
Julian Ganter
HBHans-Jörg Busch
Hans-Jörg Busch
AHAlina Henis
Alina Henis
FRFlorian Reifferscheid
Florian Reifferscheid
JBJörg Braun
Jörg Braun
SHSebastian Heinrich
Sebastian Heinrich
Background: Acute coronary syndromes (ACS) are a leading cause of helicopter emergency medical services (HEMS) operations in Germany. Complications that arise during HEMS operations are challenging due to limited resources. However, the National Advisory Committee for Aeronautics (NACA) score and National Early Warning Score (NEWS) provide potential for risk stratification. Nevertheless, there is an absence of data concerning the incidence and risk of medical events (e.g. malignant arrhythmia, cardiac arrest, cardiogenic shock) in ACS patients during HEMS operations. The objective of this study is to evaluate the incidence of medical events and to assess risk stratification using scoring systems. Methods: This retrospective observational cohort study analyzed prehospital records from 38,473 HEMS operations with “ACS” coding conducted between 2012 and 2024 in Germany. Routine data were systematically recorded using a standardized digital form that captured patient demographics, clinical presentation, and medical interventions. Major medical events (MME) were defined using surrogate markers, including defibrillation, resuscitation, airway management, ventilation, and new ST-elevation myocardial infarction (STEMI) findings. Scores (NACA, NEWS, and a combined MME-score) were calculated, with the MME-score integrating NACA and NEWS. Ethical approval was obtained from the Albert-Ludwigs-University Freiburg Ethics Committee (No: 24-1082-S1, 25 April 2024). Results: MME occurred in 8.8% of the 38,473 HEMS operations. They occurred more frequently during secondary missions (interfacility transports) (11.8%) than primary missions (6.7%), and at night (15.3%) than during the day (8.2%) (both p < 0.001). The NACA, NEWS, and MME-scores were significantly higher in cases with medical events (p < 0.001). The risk stratification exhibited areas under the curve in the receiver operating characteristics (ROC) curve, with values of 0.831 for NACA, 0.866 for NEWS, and 0.895 for the MME-score. Conclusion: The incidence of MMEs is subject to variation depending on the operational context. Established scoring systems such as the NACA and NEWS are available for the purpose of risk stratification of medical events in patients with ACS during air rescue operations. The combination of these scores may indicate potential for improved risk stratification.