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Foreword: Artificial Intelligence in Gynecology: The Current and Future Landscape of AI in OB-GYN. 人工智能在妇产科的当前和未来前景。
IF 1.4 4区 医学 Q3 OBSTETRICS & GYNECOLOGY Pub Date : 2026-03-01 Epub Date: 2025-12-22 DOI: 10.1097/GRF.0000000000000989
Kenneth H Kim
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引用次数: 0
Contributors: Artificial Intelligence in Obstetrics. 投稿人:产科人工智能。
IF 1.4 4区 医学 Q3 OBSTETRICS & GYNECOLOGY Pub Date : 2026-03-01 Epub Date: 2026-01-23 DOI: 10.1097/01.grf.0001179588.77564.fc
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引用次数: 0
Artificial Intelligence in Gynecologic Imaging. 人工智能在妇科影像学中的应用。
IF 1.4 4区 医学 Q3 OBSTETRICS & GYNECOLOGY Pub Date : 2026-03-01 Epub Date: 2026-01-06 DOI: 10.1097/GRF.0000000000000984
Morgan Briggs, Ayesha Saif, Timothy L Kline, Wendaline VanBuren, Sarah L Cohen Rassier, Isabel C Green

What was done? A review of artificial intelligence (AI) applications for the imaging of uterine fibroids, endometriosis, and adenomyosis. What was found? AI models can assist with the recognition, segmentation, and localization of uterine fibroids, and the differentiation of benign fibroids and sarcomas. Models can aid in the diagnosis of adenomyosis and endometriosis, and the prediction of the impact of endometriosis on fertility. What the findings mean? Deployed thoughtfully, AI tools could reduce variability, shorten read times, and add objective measurements to routine care. Studies evaluating these models are limited by single-institution designs and continued reliance on expert sonologists and radiologists.

做了什么?人工智能(AI)在子宫肌瘤、子宫内膜异位症和bbb成像中的应用综述。发现了什么?人工智能模型可以辅助子宫肌瘤的识别、分割和定位,以及良性肌瘤和肉瘤的鉴别。模型可以帮助诊断子宫腺肌症和子宫内膜异位症,并预测子宫内膜异位症对生育的影响。这些发现意味着什么?经过深思熟虑的部署,人工智能工具可以减少可变性,缩短读取时间,并为常规护理增加客观测量。评估这些模型的研究受到单一机构设计的限制,并继续依赖于专家超声医师和放射科医师。
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引用次数: 0
Artificial Intelligence for Genetic Cancer Risk Assessment in Gynecologic Oncology: A Review of the Current Landscape and Future Directions. 人工智能在妇科肿瘤遗传癌症风险评估中的应用:现状和未来发展方向综述。
IF 1.4 4区 医学 Q3 OBSTETRICS & GYNECOLOGY Pub Date : 2026-03-01 Epub Date: 2026-01-06 DOI: 10.1097/GRF.0000000000000996
Roxanna Haghighat, Sarah R Levi, Melissa K Frey

Hereditary cancer syndromes are associated with up to 25% of ovarian and 5% of endometrial cancers, yet rates of genetic testing and counseling remain low. Artificial intelligence (AI) offers new opportunities to streamline risk assessment, enhance gene variant interpretation, and expand access to genetic counseling. This narrative review synthesizes current evidence on AI applications in gynecologic cancer genetic risk assessment, including chatbot-based risk assessment, natural language processing of electronic records, and machine-learning approaches to variant classification. We highlight key challenges, including data bias, privacy, and implementation barriers, and outline future directions for AI technologies in gynecologic cancer genetic risk assessment.

遗传性癌症综合征与高达25%的卵巢癌和5%的子宫内膜癌有关,但基因检测和咨询的比率仍然很低。人工智能(AI)为简化风险评估、加强基因变异解释和扩大遗传咨询提供了新的机会。本文综述了人工智能在妇科癌症遗传风险评估中的应用,包括基于聊天机器人的风险评估、电子记录的自然语言处理和变体分类的机器学习方法。我们强调了关键挑战,包括数据偏差、隐私和实施障碍,并概述了人工智能技术在妇科癌症遗传风险评估中的未来方向。
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引用次数: 0
A Summary of Artificial Intelligence in Gynecologic Surgery. 人工智能在妇科外科中的应用综述。
IF 1.4 4区 医学 Q3 OBSTETRICS & GYNECOLOGY Pub Date : 2026-03-01 Epub Date: 2026-01-06 DOI: 10.1097/GRF.0000000000000986
Grace M Pipes, Kenneth H Kim

Artificial intelligence is transforming healthcare, including obstetrics and gynecology, with applications for diagnostics, outcome prediction, and clinical decision support. Gynecologic surgery has begun to utilize machine learning to harness the massive datasets generated by minimally invasive gynecologic procedures to objectively assess surgical skill, enhance preoperative planning, improve intraoperative anatomy recognition, and, most importantly, correlate surgical technique with patient outcomes. This narrative review summarizes the current state of artificial intelligence in gynecologic surgery, the challenges and limitations its application faces within the field, and possible future advances within gynecologic surgical care and patient safety.

人工智能正在改变医疗保健,包括产科和妇科,应用于诊断、结果预测和临床决策支持。妇科外科已经开始利用机器学习来利用微创妇科手术产生的大量数据集,客观地评估手术技能,加强术前计划,提高术中解剖识别,最重要的是,将手术技术与患者预后联系起来。本文综述了人工智能在妇科手术中的应用现状,面临的挑战和限制,以及在妇科手术护理和患者安全方面可能的未来进展。
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引用次数: 0
Approach to the Patient With Vulvar Disease. 外阴疾病患者的治疗方法
IF 1.4 4区 医学 Q3 OBSTETRICS & GYNECOLOGY Pub Date : 2026-02-09 DOI: 10.1097/GRF.0000000000001000
Sach Thakker, Thomas Stirrat, Annalie Brody, Dev Patel, Melissa Laughter, James E Benson, Taylor Gray, Miriam K Pomeranz

The vulvar dermatologic examination is a crucial component of gynecologic and dermatologic practice, requiring a thorough understanding of normal anatomy and physiologic variations, and common pathologic conditions. This review outlines key elements of the history-taking process, including demographic factors, symptoms, product use, and relevant medical history, which help guide diagnostic evaluation. A structured approach to distinguishing normal anatomic variations from disease is emphasized, including the identification of physiological changes across the lifespan and common benign lesions that may mimic pathology. Proper vulvar hygiene and personal care habits play a significant role in maintaining vulvar health and preventing irritant or allergic reactions. We review evidence-based recommendations on cleansing practices, product selection, and environmental factors that contribute to vulvar irritation, as well as common allergens and irritants implicated in contact dermatitis. In addition, we discuss the indications for vulvar biopsy, emphasizing its role in distinguishing benign inflammatory conditions from premalignant or malignant processes. Specific biopsy techniques and procedural considerations are highlighted to ensure accurate histopathologic diagnosis and optimal patient outcomes. This guide provides clinicians with a practical framework for evaluating the vulva, integrating history-taking, physical examination, patient education, and diagnostic interventions to improve care for individuals presenting with vulvar complaints.

外阴皮肤检查是妇科和皮肤科实践的重要组成部分,需要对正常解剖和生理变化以及常见病理状况有透彻的了解。本综述概述了病史采集过程的关键要素,包括人口因素、症状、产品使用和相关病史,这些因素有助于指导诊断评估。强调区分正常解剖变异与疾病的结构化方法,包括识别整个生命周期的生理变化和可能模仿病理的常见良性病变。适当的外阴卫生和个人护理习惯对保持外阴健康和预防刺激或过敏反应起着重要作用。我们回顾了基于证据的清洁方法、产品选择和环境因素对外阴刺激的影响,以及与接触性皮炎有关的常见过敏原和刺激物。此外,我们讨论了外阴活检的适应症,强调其在区分良性炎症与恶性前病变或恶性过程中的作用。强调了特定的活检技术和程序考虑,以确保准确的组织病理学诊断和最佳的患者结果。本指南为临床医生提供了一个实用的框架来评估外阴,整合历史记录,体格检查,患者教育和诊断干预,以改善个人外阴投诉的护理。
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引用次数: 0
Preventive Gynecologic Care for Patients With Disabilities. 残疾患者的预防性妇科护理。
IF 1.4 4区 医学 Q3 OBSTETRICS & GYNECOLOGY Pub Date : 2026-02-03 DOI: 10.1097/GRF.0000000000000994
Julie P Barbera, Beth I Schwartz

Patients with disabilities face significant disparities in preventive gynecologic care due to systemic barriers, limited provider training, and pervasive bias. These challenges contribute to reduced uptake of HPV vaccination, cervical and breast cancer screening, resulting in higher rates of late-stage diagnoses and mortality. Gynecologic clinicians play a critical role in addressing these inequities by fostering autonomy-centered communication, providing appropriate accommodations, and adhering to evidence-based screening guidelines. This review summarizes key practices to enhance preventive care for patients with disabilities and highlights areas of needed improvement in clinical training, clinical environments, and access to cancer prevention services.

由于系统障碍、有限的提供者培训和普遍的偏见,残疾患者在预防性妇科护理方面面临着显著的差异。这些挑战导致人乳头瘤病毒疫苗接种、宫颈癌和乳腺癌筛查的接种率下降,导致晚期诊断率和死亡率上升。妇科临床医生通过促进以自主为中心的沟通,提供适当的住宿,并坚持以证据为基础的筛查指南,在解决这些不平等方面发挥着关键作用。本文总结了加强残疾患者预防保健的关键做法,并强调了临床培训、临床环境和获得癌症预防服务方面需要改进的领域。
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引用次数: 0
Promoting Sexual Health and Safety for Women With Disabilities. 促进残疾妇女的性健康和性安全。
IF 1.4 4区 医学 Q3 OBSTETRICS & GYNECOLOGY Pub Date : 2026-02-02 DOI: 10.1097/GRF.0000000000000998
Nili Amir, Monica W Rosen

Despite representing one of the largest and fastest-growing subpopulations of reproductive-age women, women with disabilities experience profound disparities in sexual and reproductive health care. Women with disabilities face disproportionately high rates of unmet sexual health needs, inadequate sexual education, and elevated risks of sexual abuse and intimate partner violence (IPV). These inequities are driven by structural, interpersonal, and clinical barriers that remain poorly addressed within women's health care systems. Given the importance of addressing reproductive health care needs, it is crucial that clinicians understand the needs of women with disabilities, implement disability-competent communication strategies, and ensure trauma-informed, accessible care.

尽管残疾妇女是最大和增长最快的育龄妇女群体之一,但她们在性保健和生殖保健方面却存在着严重的差异。残疾妇女的性健康需求得不到满足的比例高得不成比例,性教育不足,遭受性虐待和亲密伴侣暴力的风险也更高。这些不平等是由结构性、人际关系和临床障碍造成的,而这些障碍在妇女卫生保健系统中仍然得不到解决。鉴于解决生殖保健需求的重要性,临床医生必须了解残疾妇女的需求,实施残疾主管的沟通战略,并确保了解创伤情况,提供无障碍护理。
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引用次数: 0
Update on the Diagnosis and Treatment of Vulvar Disease. 外阴疾病的诊断和治疗进展。
IF 1.4 4区 医学 Q3 OBSTETRICS & GYNECOLOGY Pub Date : 2026-01-23 DOI: 10.1097/GRF.0000000000000990
Kelly Tyler
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引用次数: 0
Innovative Prenatal Care for Diabetes in Pregnancy: Integrating Technology, Education, and Care Models. 妊娠期糖尿病创新产前护理:整合技术、教育和护理模式。
IF 1.4 4区 医学 Q3 OBSTETRICS & GYNECOLOGY Pub Date : 2026-01-19 DOI: 10.1097/GRF.0000000000000991
Easha Patel, Cara Dolin, Stacey Ehrenberg

Over the past few decades, the prevalence of diabetes in pregnancy has increased significantly necessitating innovative methods to optimize care for patients. Group prenatal care has emerged as a promising model in response to rising health care costs and declining patient satisfaction with traditional care approaches. Although traditionally used for low-risk patients, group prenatal care has expanded to pregnant patients with diabetes. The role of technology for diabetes in pregnancy has also expanded to include continuous glucose monitors, electronic data repositories, and remote glycemic monitoring. This review aims to examine existing literature on innovative prenatal care in the context of diabetes.

在过去的几十年里,妊娠期糖尿病的患病率显著增加,需要创新的方法来优化患者的护理。团体产前护理已成为一个有前途的模式,以应对不断上升的医疗保健费用和下降的病人满意度与传统的护理方法。虽然传统上用于低风险患者,但团体产前护理已扩展到妊娠糖尿病患者。妊娠期糖尿病技术的作用也扩大到包括连续血糖监测仪、电子数据存储库和远程血糖监测。本综述的目的是检查现有的文献创新产前护理在糖尿病的背景下。
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Clinical obstetrics and gynecology
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