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With the development of more advanced methods for the diagnosis and treatment of diseases, the data required for medical care are becoming complex, and misinterpretation of information due to human error may result in serious consequences. Human error can be avoided with the support of artificial intelligence (AI). AI models trained with various medical data for diagnosis and management of liver diseases have been applied to hepatitis, fatty liver disease, liver cirrhosis, and liver cancer. Some of these models have been reported to outperform human experts in terms of performance, indicating their potential for supporting clinical practice given their high-speed output. This paper summarizes the recent advances in AI for liver disease and introduces the AI-aided diagnosis of liver tumors using B-mode ultrasonography.
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Background/Aims@#Bispectral index (BIS) monitors process and display electroencephalographic data are used to assess the depth of anesthesia. This study retrospectively evaluated the usefulness of BIS monitoring during endoscopic ultrasonography (EUS). @*Methods@#This study included 725 consecutive patients who underwent EUS under sedation with propofol. BIS monitoring was used in 364 patients and was not used in 361. The following parameters were evaluated: (1) median dose of propofol; (2) respiratory and circulatory depression; (3) occurrence of body movements; (4) awakening score >8 at the time; and (5) awakening score 2 hours after leaving the endoscopy room. @*Results@#The BIS group received a significantly lower median dose of propofol than the non-BIS group (159.2 mg vs. 167.5 mg; p=0.015) in all age groups. For patients aged ≥75 years, the reduction in heart rate was significantly lower in the BIS group than in the non-BIS group (1.2% vs. 9.1%; p=0.023). Moreover, the occurrence of body movements was markedly lower in the BIS group than in the non-BIS group (8.5% vs. 39.4%; p<0.001). @*Conclusions@#During EUS examination, BIS monitoring is useful for maintaining a constant depth of anesthesia, especially in patients 75 years of age or older.
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OBJECTIVE: The objective of treatment for polycystic liver disease is to reduce the liver volume and reduce or resolve compression symptoms such as abdominal fullness and abdominal pain due to hepatomegaly. Liver cysts are treated internally by puncture and aspiration of the cyst contents or hepatic artery embolization and surgically by cyst fenestration or hepatectomy, but no clear consensus has been reached concerning their selection. We introduced monoethanolamine oleate (EO) sclerotherapy therapy for liver cysts in 1999 and reported its effectiveness. In this study, cases were added, and the results including those of long-term follow-up were evaluated. SUBJECTS: Twenty-two patients (5 males and 17 females, mean age 65.2) who underwent EO infusion therapy for liver cysts between January 1999 and June 2011 were evaluated. METHODS: Liver cysts were punctured under ultrasound guidance, and a 7Fr pigtail catheter was inserted. After aspirating the cyst contents, EO was infused, and a clamp was applied for 24 h. Then, the catheter was declamped, cyst contents were aspirated again, and the catheter was removed. After the treatment, the cyst size was measured, and the patients were followed up. RESULTS: Eight simple cysts in 8 patients (simple cyst group) and 21 cysts in 14 patients with multiple cysts (polycystic liver disease group) were treated and followed up over a median of 78 months (0-203 months). The mean volume reduction rate was 99% in the simple cyst group and 91% in the polycystic liver disease group (p = 0.04). One procedural accident resulting in liver abscess formation was observed in 1 patient 1 week after discharge, and it required drain placement and antibiotic administration. While mild abdominal pain was observed in a few patients, it was resolved spontaneously under observation. CONCLUSION: EO infusion therapy achieves fairly high treatment response in the volume reduction (99%) and sustained shrinkage over long-term follow-up. Therefore, this is a breakthrough technique in the treatment of polycystic liver disease as well as simple cyst and should be a standard of care in the treatment of this disease.
