2023
DOI: 10.1093/bjd/ljad113.058
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P30 Declining staff numbers and increasing workload: is there a solution?

Abstract: Within the UK, there is a rapidly rising incidence of malignancies, including cutaneous cancers. Over 1 million new patients are referred to dermatology each year and a large proportion require a diagnostic or therapeutic biopsy. Dermatologists often rely on histopathology to confirm or diagnose cancers, determine margins and perform specialist testing. The increasing rates of cancers are adding significantly to the histopathology workload. According to the Royal College of Pathologists (RCPath), only 3% of de… Show more

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“…These language models, if trained and validated on relevant materials, may assist experts, through analyzing the content of textual inputs, in comprehending the nuances of clinical notes, research papers, and pathology reports, aiding in more accurate diagnoses and informed treatment planning [9]. The complexity of dermatopathology cases has been increasing [10], and among 60 surveyed consultants in the UK, almost one-quarter reported complaints or serious incidents related to delayed dermatopathology reporting [11]. LLMs may be able to help improve dermatopathologists' productivity and reduce reporting times.…”
Section: Introductionmentioning
confidence: 99%
“…These language models, if trained and validated on relevant materials, may assist experts, through analyzing the content of textual inputs, in comprehending the nuances of clinical notes, research papers, and pathology reports, aiding in more accurate diagnoses and informed treatment planning [9]. The complexity of dermatopathology cases has been increasing [10], and among 60 surveyed consultants in the UK, almost one-quarter reported complaints or serious incidents related to delayed dermatopathology reporting [11]. LLMs may be able to help improve dermatopathologists' productivity and reduce reporting times.…”
Section: Introductionmentioning
confidence: 99%
“…Pathology, a central diagnostic part of precision medicine, thus faces a substantial increase in workload. 1 , 2 , 3 At the same time, there is a global shortage of pathologists. 4 , 5 , 6 AI-assisted image and data analysis could increase pathologists' productivity.…”
Section: Introductionmentioning
confidence: 99%