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Revisiting mortality in acromegaly using machine learning.

作者信息

Sulu Cem, Onay Gonenc, Bakhdiyarli Guldaran, Sahin Serdar, Durcan Emre, Kara Zehra, Demir Ahmet Numan, Martin Ozgur, Ozkaya Hande Mefkure, Tanriover Necmettin, Comunoglu Nil, Kizilkilic Osman, Gazioglu Nurperi, Kadioglu Pinar

机构信息

Division of Endocrinology-Metabolism and Diabetes, Department of Internal Medicine, Cerrahpasa Faculty of Medicine, Istanbul University-Cerrahpasa, Istanbul, Turkey.

Faculty of Art and Science, Galatasaray University, Istanbul, Turkey.

出版信息

Endocrine. 2025 Sep 13. doi: 10.1007/s12020-025-04422-5.

DOI:10.1007/s12020-025-04422-5
PMID:40944885
Abstract
摘要

相似文献

1
Revisiting mortality in acromegaly using machine learning.利用机器学习重新审视肢端肥大症的死亡率
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2
A supervised machine learning approach for predicting the need for postsurgical intervention in acromegaly.一种用于预测肢端肥大症术后干预需求的监督式机器学习方法。
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6
Federated Learning for Predicting Postoperative Remission of Patients with Acromegaly: A Multicentered Study.用于预测肢端肥大症患者术后缓解情况的联邦学习:一项多中心研究。
World Neurosurg. 2025 Jan;193:1036-1046. doi: 10.1016/j.wneu.2024.10.091. Epub 2024 Nov 20.
7
Mortality in acromegaly: a metaanalysis.肢端肥大症的死亡率:一项荟萃分析。
J Clin Endocrinol Metab. 2008 Jan;93(1):61-7. doi: 10.1210/jc.2007-1191. Epub 2007 Oct 30.
8
Transsphenoidal surgery in patients with acromegaly: operative strategies for overcoming technically challenging anatomical variations.肢端肥大症患者的经蝶窦手术:克服具有技术挑战性的解剖变异的手术策略。
Neurosurg Focus. 2010 Oct;29(4):E8. doi: 10.3171/2010.8.FOCUS10156.
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Assessment of multimodal treatment options in recurrent and persistent acromegaly: a systematic review and meta-analysis.评估复发性和持续性肢端肥大症的多种治疗选择:系统评价和荟萃分析。
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Machine Learning-based Prediction Model for Treatment of Acromegaly With First-generation Somatostatin Receptor Ligands.基于机器学习的第一代生长抑素受体配体治疗肢端肥大症的预测模型。
J Clin Endocrinol Metab. 2021 Jun 16;106(7):2047-2056. doi: 10.1210/clinem/dgab125.

本文引用的文献

1
Postoperative use of somatostatin analogs and mortality in patients with acromegaly.肢端肥大症患者术后使用生长抑素类似物与死亡率的关系。
Eur J Endocrinol. 2019 Jan 1;180(1):1-9. doi: 10.1530/EJE-18-0166.
2
Mortality in acromegaly decreased in the last decade: a systematic review and meta-analysis.肢端肥大症患者的死亡率在过去十年中有所下降:系统评价和荟萃分析。
Eur J Endocrinol. 2018 Jul;179(1):59-71. doi: 10.1530/EJE-18-0255. Epub 2018 May 15.
3
Acromegaly at diagnosis in 3173 patients from the Liège Acromegaly Survey (LAS) Database.
3173 例来自列日肢端肥大症调查(LAS)数据库的患者的诊断时肢端肥大症。
Endocr Relat Cancer. 2017 Oct;24(10):505-518. doi: 10.1530/ERC-17-0253. Epub 2017 Jul 21.
4
Daily life reflections of acromegaly guidelines.肢端肥大症指南的日常生活思考
J Endocrinol Invest. 2017 Mar;40(3):323-330. doi: 10.1007/s40618-016-0567-9. Epub 2016 Oct 20.
5
Hormonal Replacement in Hypopituitarism in Adults: An Endocrine Society Clinical Practice Guideline.成人垂体功能减退症的激素替代治疗:内分泌学会临床实践指南
J Clin Endocrinol Metab. 2016 Nov;101(11):3888-3921. doi: 10.1210/jc.2016-2118. Epub 2016 Oct 13.
6
Acromegaly incidence, prevalence, complications and long-term prognosis: a nationwide cohort study.肢端肥大症的发病率、患病率、并发症及长期预后:一项全国性队列研究
Eur J Endocrinol. 2016 Sep;175(3):181-90. doi: 10.1530/EJE-16-0117. Epub 2016 Jun 8.
7
Mortality in acromegaly: a 20-year follow-up study.肢端肥大症的死亡率:一项20年的随访研究。
Endocr Relat Cancer. 2016 Jun;23(6):469-80. doi: 10.1530/ERC-16-0106. Epub 2016 May 16.
8
Multidisciplinary Approach for Acromegaly: A Single Tertiary Center's Experience.肢端肥大症的多学科治疗方法:一家三级中心的经验
World Neurosurg. 2016 Apr;88:270-276. doi: 10.1016/j.wneu.2015.12.092. Epub 2016 Jan 12.
9
Acromegaly: an endocrine society clinical practice guideline.肢端肥大症:内分泌学会临床实践指南。
J Clin Endocrinol Metab. 2014 Nov;99(11):3933-51. doi: 10.1210/jc.2014-2700. Epub 2014 Oct 30.
10
Successful mortality reduction and control of comorbidities in patients with acromegaly followed at a highly specialized multidisciplinary clinic.在高度专业化的多学科诊所接受治疗的肢端肥大症患者,其死亡率降低和共病控制取得成功。
J Clin Endocrinol Metab. 2014 Dec;99(12):4438-46. doi: 10.1210/jc.2014-2670.