Artificial Intelligence in Intensive Care Medicine: Toward a ChatGPT/GPT-4 Way?

Lu, Yanqiu; Wu, Haiyang; Qi, Shaoyan; Cheng, Kunming

doi:10.1007/s10439-023-03234-w

Cited by 36 publications

(16 citation statements)

References 20 publications

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Section: Discussionmentioning

confidence: 99%

“…Language learning models like Chat-GPT/GPT-4 have the potential to assist clinical judgment under intensivist supervision, improving clinical decision support optimization, as well as in clinical research in critical care[ 57 ]. Its applications extend to ECMO management, education, weaning, and decision-making[ 57 ]. Furthermore, it could be applied to other commonly used ICU medical equipment such as ventilators, defibrillators, electrocardiograms, or critical care radiology workflow[ 58 ].…”

Section: Discussionmentioning

confidence: 99%

See 1 more Smart Citation

21st century critical care medicine: An overview

Padte,

Samala Venkata,

Mehta

et al. 2024

World J Crit Care Med

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Critical care medicine in the 21st century has witnessed remarkable advancements that have significantly improved patient outcomes in intensive care units (ICUs). This abstract provides a concise summary of the latest developments in critical care, highlighting key areas of innovation. Recent advancements in critical care include Precision Medicine: Tailoring treatments based on individual patient characteristics, genomics, and biomarkers to enhance the effectiveness of therapies. The objective is to describe the recent advancements in Critical Care Medicine. Telemedicine: The integration of telehealth technologies for remote patient monitoring and consultation, facilitating timely interventions. Artificial intelligence (AI): AI-driven tools for early disease detection, predictive analytics, and treatment optimization, enhancing clinical decision-making. Organ Support: Advanced life support systems, such as Extracorporeal Membrane Oxygenation and Continuous Renal Replacement Therapy provide better organ support. Infection Control: Innovative infection control measures to combat emerging pathogens and reduce healthcare-associated infections. Ventilation Strategies: Precision ventilation modes and lung-protective strategies to minimize ventilator-induced lung injury. Sepsis Management: Early recognition and aggressive management of sepsis with tailored interventions. Patient-Centered Care: A shift towards patient-centered care focusing on psychological and emotional well-being in addition to medical needs. We conducted a thorough literature search on PubMed, EMBASE, and Scopus using our tailored strategy, incorporating keywords such as critical care, telemedicine, and sepsis management. A total of 125 articles meeting our criteria were included for qualitative synthesis. To ensure reliability, we focused only on articles published in the English language within the last two decades, excluding animal studies, in vitro /molecular studies, and non-original data like editorials, letters, protocols, and conference abstracts. These advancements reflect a dynamic landscape in critical care medicine, where technology, research, and patient-centered approaches converge to improve the quality of care and save lives in ICUs. The future of critical care promises even more innovative solutions to meet the evolving challenges of modern medicine.

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Section: Discussionmentioning

confidence: 99%

Section: Discussionmentioning

confidence: 99%

21st century critical care medicine: An overview

Padte,

Samala Venkata,

Mehta

et al. 2024

World J Crit Care Med

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“…Finally, AI can serve as a decision support tool for healthcare professionals by providing them with evidence-based recommendations, relevant research findings and treatment guidelines specific to dysphagia management. This can assist clinicians in making informed decisions and improving patient outcomes [ 84 , 85 ].…”

Section: Discussionmentioning

confidence: 99%

Strategies of Screening and Treating Post-Extubation Dysphagia: An Overview of the Situation in Greek-Cypriot ICUs

et al. 2023

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Post-extubation dysphagia (PED) can lead to serious health problems in critically ill patients. Contrasting its high incidence rate of 12.4% reported in a recent observational study, many ICUs lack routine bedside screening, likely due to limited awareness. This study aimed to establish baseline data on the current approaches and the status of perceived best practices in PED screening and treatment, as well as to assess awareness of PED. A nationwide cross-sectional, online survey was conducted in all fourteen adult ICUs in the Republic of Cyprus in June 2018, with a 100% response rate. Over 85% of ICUs lacked a standard screening protocol for PED. The most commonly reported assessment methods were cough reflex testing and the water swallow test. Treatment approaches included muscle strengthening exercises without swallowing and swallowing exercises. Only 28.6% of ICUs acknowledged PED as a common issue. The study identified significant gaps in awareness and knowledge regarding PED screening and treatment in Greek-Cypriot ICUs. Urgent implementation of comprehensive dysphagia education programs within the units is necessary, and interdisciplinary collaboration among nurses, intensivists, and speech and language therapists is crucial to improve the quality of care provided.

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“…The COVID-19 pandemic resulted in a substantial increase in requests for intensive care unit (ICU) services. Additionally, it has created unique prospects for advancements and progress in this field that have not been seen before [31].…”

Section: Applications Of Chatgpt and Gpt-4 In Intensive Care Medicine...mentioning

confidence: 99%

Applications of ChatGPT/GPT4 in Biological Studies, Medical and Dental Care

Bagheri Varzaneh

2023

Preprint

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Chat generative pre-trained transformer (ChatGPT) is a developed language model and a subgroup of artificial intelligence (AI) which has demonstrated noticeable innovation in interactions between computer models and human studies. The release of ChatGPT in November 2022 attracted over 100 million users in a short time. It has unlimited applications in different fields of studies such as technology and science. ChatGPT utilizes deep learning and internet text to produce responses that resemble human language, although their accuracy is not always guaranteed. ChatGPT and GPT-4 can make a huge revolution in biology, medical, dental research, and health care. However, it's important to acknowledge the limitations of ChatGPT such as limitation in accessing the latest data. ChatGPT has generated both excitement and concern regarding its potential misuse. Its utilization in scientific publications has sparked debates and prompted the development of policies to govern the use of it. Although ChatGPT has certain limitations, it could impact on many different fields of study. There are challenges associated with using ChatGPT in the field of laboratory medicine and biology, particularly in the interpretation of test results. In this article, we review some of the applications of ChatGPT and GPT-4 in biology, dental and medical studies, and concerns about ChatGPT. Despite ChatGPT's conversational abilities are impressive, there are important considerations regarding its use in different fields of research and academic public.

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Artificial Intelligence in Intensive Care Medicine: Toward a ChatGPT/GPT-4 Way?

Cited by 36 publications

References 20 publications

21st century critical care medicine: An overview

21st century critical care medicine: An overview

Strategies of Screening and Treating Post-Extubation Dysphagia: An Overview of the Situation in Greek-Cypriot ICUs

Applications of ChatGPT/GPT4 in Biological Studies, Medical and Dental Care

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