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Management of metastatic bone disease of melanoma. 黑色素瘤转移性骨病的治疗。
IF 2.2 4区 医学 Q1 Medicine Pub Date : 2024-02-01 Epub Date: 2023-11-07 DOI: 10.1097/CMR.0000000000000937
Wenyan Chen, Chen Yang, Biqi Chen, Mian Xi, Baoqing Chen, Qiaoqiao Li

One of the most aggressive tumors arising from the skin, mucosa, and uvea is malignant melanoma, which easily metastasizes. Bone tissue is one of the most typical locations for distant metastasis, and around 5%-20% of patients eventually acquired skeletal metastases. For decades, the incidence of bone metastases was higher, bringing greater burden on the family, society, and healthcare system owing to the progress of targeted therapy and immunotherapy, which prolonging the survival time substantially. Moreover, bone metastases result in skeletal-related events, which influence the quality of life, obviously. Appropriate intervention is therefore crucial. To obtain the optimum cost-effectiveness, existing treatment algorithm must be integrated, which is still controversial. We have aimed to throw light on current views concerning the formation, biological and clinical features, and treatment protocol of melanoma bone metastases to guide the decision-making process.

由皮肤、粘膜和葡萄膜引起的最具侵袭性的肿瘤之一是恶性黑色素瘤,它很容易转移。骨组织是远处转移最典型的部位之一,约5%-20%的患者最终获得骨转移。几十年来,由于靶向治疗和免疫疗法的进步,骨转移的发生率更高,给家庭、社会和医疗系统带来了更大的负担,大大延长了生存时间。此外,骨转移会导致骨骼相关事件,从而明显影响生活质量。因此,适当的干预至关重要。为了获得最佳的成本效益,必须集成现有的治疗算法,这仍然是有争议的。我们旨在阐明目前关于黑色素瘤骨转移的形成、生物学和临床特征以及治疗方案的观点,以指导决策过程。
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引用次数: 0
Impact of anesthesia choice in cutaneous melanoma surgery. 皮肤黑色素瘤手术中麻醉选择的影响。
IF 2.2 4区 医学 Q1 Medicine Pub Date : 2024-02-01 Epub Date: 2023-11-02 DOI: 10.1097/CMR.0000000000000936
Matthew G K Benesch, Joseph J Skitzki

Invasive cutaneous melanoma is the most lethal skin cancer, but fortunately, the vast majority can be surgically treated with wide local excision, and sometimes additionally with sentinel or index lymph node biopsy for prognostication. Melanomas are particularly immunogenic malignancies, and preclinical studies have demonstrated that use of volatile anesthetics and opioids, unlike local agents, can suppress the immune system during the perioperative period. Immunosuppression has implications for creating a potentially favorable microenvironment for the survival and propagation of residual melanoma cells or micro-metastases, which could lead to disease relapse, both in the local tumor bed and distally. Results from observational clinical studies are mixed, but the literature would suggest that patients are at risk of decreased melanoma-specific survival after undergoing general anesthesia compared to regional anesthesia and spinal blocks. With the safety of close observation now established rather than automatic completion or total lymph node dissection for patients with either a positive sentinel lymph node biopsy or significant clinical response to neoadjuvant immunotherapy after index node sampling, the indications for definitive surgery with local or regional anesthesia have increased tremendously in recent years. Therefore, cutaneous melanoma patients might benefit from avoidance of general anesthesia and other perioperative drugs that suppress cell-mediated immunity if the option to circumvent systemic anesthesia agents is feasible.

侵袭性皮肤黑色素瘤是最致命的皮肤癌症,但幸运的是,绝大多数可以通过手术进行广泛的局部切除,有时还可以通过前哨或索引淋巴结活检进行预后判断。黑色素瘤是一种特别具有免疫原性的恶性肿瘤,临床前研究表明,与局部药物不同,使用挥发性麻醉剂和阿片类药物可以在围手术期抑制免疫系统。免疫抑制有助于为残留黑色素瘤细胞或微转移瘤的生存和繁殖创造潜在的有利微环境,这可能导致局部肿瘤床和远处的疾病复发。观察性临床研究的结果喜忧参半,但文献表明,与区域麻醉和脊椎阻滞相比,患者在接受全身麻醉后,黑色素瘤特异性生存率降低的风险。对于前哨淋巴结活检呈阳性或在指数淋巴结取样后对新辅助免疫疗法有显著临床反应的患者,现在已经确定了密切观察的安全性,而不是自动完成或全淋巴结清扫,近年来,局部或区域麻醉的最终手术适应症大幅增加。因此,如果可以选择绕过全身麻醉药物,皮肤黑色素瘤患者可能会受益于避免全身麻醉和其他抑制细胞介导免疫的围手术期药物。
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引用次数: 0
Effectiveness, safety and utilization of cobimetinib and vemurafenib in patients with BRAF V600 mutant melanoma with and without cerebral metastasis under real-world conditions in Germany: the non-interventional study coveNIS. cobimetinib和vemurafenib在德国现实条件下BRAF V600突变黑色素瘤伴和不伴脑转移患者中的有效性、安全性和利用率:非介入性研究coveNIS。
IF 2.2 4区 医学 Q1 Medicine Pub Date : 2024-02-01 Epub Date: 2023-11-13 DOI: 10.1097/CMR.0000000000000908
Katharina C Kähler, Dirk Debus, Gaston Schley, Daniela Göppner, Jessica C Hassel, Friedegund Meier, Patrick Terheyden, Rudolf Stadler, Thomas Tüting, Martin Kaatz, Norman-Philipp Hoff, Ehsan Masoudi, Agnieszka Zdanowicz-Specht, Minh Tam Nguyen, Peter Mohr

Cobimetinib/vemurafenib combination therapy is approved for treatment of adults with unresectable or metastatic BRAF V600 mutated malignant melanoma (mM). The non-interventional post-authorisation safety study coveNIS collected real-world data on cobimetinib/vemurafenib treatment focussing on overall survival (OS), safety and utilization. MM patients with brain metastases are usually excluded from clinical studies. coveNIS observed 2 cohorts: mM patients without (Cohort A) and with cerebral metastases (Cohort B), aiming to close the data gap for the latter population. A direct comparison of the 2 cohorts was not intended. The primary effectiveness objective was OS; the safety objective was the incidence of all and of serious adverse events (AEs). Secondary objectives included progression-free survival (PFS), time to development of cerebral metastasis (Cohort A) and time to central nervous system relapse (Cohort B). All statistical analyses were descriptive. Between 2017 and 2021, 95 patients were included (Cohort A: 54, Cohort B: 41 patients) at 32 sites in Germany. Median OS was 21.6 months in Cohort A, 7.4 months in Cohort B. Median PFS was 6.9 months in Cohort A, 5.2 months in Cohort B. The proportion of patients experiencing any AEs was 83.3% (Cohort A) and 87.8% (Cohort B). The two most common AEs in Cohort A were 'diarrhoea' (37%), 'vomiting' (20.4%) and 'pyrexia' (20.4%); in Cohort B 'diarrhoea' (36.6%) and 'fatigue' (22%). In conclusion, the OS rates in Cohort A and Cohort B of coveNIS are in line with the OS data from other trials with BRAF/MEK inhibitors for mM. No new safety signals were observed.

Cobimetinib/vemurafenib联合疗法被批准用于治疗不可切除或转移性BRAF V600突变恶性黑色素瘤(mM)的成人。非干预性授权后安全性研究coveNIS收集了cobimetinib/vemurafenib治疗的真实数据,重点是总生存期(OS)、安全性和利用率。脑转移的MM患者通常被排除在临床研究之外。coveNIS观察了2个队列:无脑转移的mM患者(队列A)和脑转移的mM患者(队列B),旨在缩小后者人群的数据差距。不打算对两个队列进行直接比较。主要疗效目标为OS;安全性目标是所有和严重不良事件(ae)的发生率。次要目标包括无进展生存期(PFS)、发生脑转移的时间(队列A)和中枢神经系统复发的时间(队列B)。所有统计分析均为描述性分析。在2017年至2021年期间,在德国的32个地点纳入了95名患者(队列A: 54名,队列B: 41名)。队列A的中位生存期为21.6个月,队列B的中位生存期为7.4个月,队列A的中位生存期为6.9个月,队列B的中位生存期为5.2个月。出现不良事件的患者比例分别为83.3%(队列A)和87.8%(队列B)。队列A中最常见的两种不良事件是“腹泻”(37%)、“呕吐”(20.4%)和“发热”(20.4%);B组出现腹泻(36.6%)和疲劳(22%)。总之,coveNIS的队列A和队列B的OS率与BRAF/MEK抑制剂治疗mM的其他试验的OS数据一致。没有观察到新的安全性信号。
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引用次数: 0
Real-world relapse-free survival data on adjuvant anti-PD-1 therapy for patients with newly diagnosed and recurrent stage III melanoma. 新诊断和复发的III期黑色素瘤患者的辅助抗pd -1治疗的真实无复发生存数据
IF 2.2 4区 医学 Q1 Medicine Pub Date : 2024-02-01 Epub Date: 2023-11-28 DOI: 10.1097/CMR.0000000000000946
Emma H A Stahlie, Lisanne P Zijlker, Michel W J M Wouters, Yvonne M Schrage, Winan J van Houdt, Alexander C J van Akkooi

We aimed to compare the relapse-free survival (RFS) in patients treated with adjuvant anti-programmed cell death-1 (anti-PD-1) therapy for a first diagnosis of stage III melanoma to patients treated after resection of the recurrences. Patients treated with adjuvant anti-PD-1 therapy after complete resection of stage III melanoma between September 2018 and January 2021, were included. Depending on when adjuvant anti-PD-1 treatment was initiated, patients were divided over 2 cohorts: for the first diagnosis (cohort A) or for a second or subsequent diagnosis (cohort B) of stage III melanoma. Clinical data and RFS were compared between cohorts. 66 patients were included: 37 in cohort A, 29 in cohort B. Median follow-up time from the start of adjuvant therapy was 21 months and 17 months in cohorts A and B, respectively. Significant differences in ulceration of the primary tumor ( P  = 0.032), stage according to the 7th AJCC (American Joint Committee on Cancer , P  = 0.026) and type of metastatic involvement ( P  = 0.005) were found between cohorts. In cohorts A and B, 18 (49%) and 8 (28%) patients developed a recurrence and the 1-year RFS was 51% and 72%, respectively. In cohort B, RFS remained longer in the patients of which the interval between first diagnosis of stage III melanoma and start of adjuvant therapy was >48 months compared to ≤48 months (83% vs. 65%, P  = 0.253). This study demonstrates that patients with recurrent stage III disease, not previously treated with adjuvant systemic therapy, may derive similar benefit to a first diagnosis of stage III patients if access to adjuvant therapy changes.

我们的目的是比较首次诊断为III期黑色素瘤时接受辅助抗程序性细胞死亡-1 (anti-PD-1)治疗的患者与复发切除后接受治疗的患者的无复发生存率(RFS)。纳入了2018年9月至2021年1月期间III期黑色素瘤完全切除后接受辅助抗pd -1治疗的患者。根据辅助抗pd -1治疗开始的时间,患者被分为2个队列:第一次诊断为III期黑色素瘤(队列A)或第二次或后续诊断(队列B)。比较两组患者的临床资料和RFS。66例患者纳入:A组37例,B组29例。从辅助治疗开始的中位随访时间为21个月,B组为17个月。在原发肿瘤的溃疡程度(P = 0.032)、根据第七届AJCC(美国癌症联合委员会,P = 0.026)的分期和转移累及类型(P = 0.005)方面,各队列之间存在显著差异。在队列A和B中,18例(49%)和8例(28%)患者复发,1年RFS分别为51%和72%。在队列B中,首次诊断III期黑色素瘤到开始辅助治疗的时间间隔>48个月的患者的RFS持续时间更长(83% vs. 65%, P = 0.253)。该研究表明,如果辅助治疗的可及性改变,复发性III期疾病患者,以前未接受过辅助全身治疗,可能会获得与首次诊断III期患者相似的益处。
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引用次数: 0
Prognosis of CDKN2A germline mutation in patients with familial melanoma: a systematic review and meta-analysis. 家族性黑色素瘤患者CDKN2A种系突变的预后:一项系统综述和荟萃分析。
IF 2.2 4区 医学 Q1 Medicine Pub Date : 2024-02-01 Epub Date: 2023-11-02 DOI: 10.1097/CMR.0000000000000920
Ana Taibo, Sabela Paradela, Jorge Suanzes-Hernández, Vanesa Balboa-Barreiro, Javier Amado-Bouza, Eduardo Fonseca

Familial melanoma is defined as melanoma occurring in two or more first-degree relatives by the WHO. Germline mutations are isolated in a subset of them. It is well known that CDKN2A is the most frequently mutated high-risk gene in familial melanoma, however, the prognosis it confers to patients who carry its mutations is still controversial. This review aims to assess whether germline mutations imply a worse prognosis in patients with familial melanoma. A systematic review and meta-analysis were conducted by searching the electronic databases PubMed/MEDLINE, EMBASE, and Cochrane Library. Data from 3 independent populations were eventually included in the meta-analysis, involving 291 cases and 57 416 controls. The results of this systematic review and meta-analysis suggest that there is a tendency for patients with germline mutations in the CDKN2A gene to have a worse overall survival (HR = 1.30, 95% CI = 0.99-1.69, P  = 0.05) and melanoma-specific survival (HR = 1.5, 95% CI = 0.97-2.31, P  = 0.07). Carrier patients would not only have more incidence of melanoma and a higher risk of a second melanoma, but they also seem to have a worse prognosis. The inclusion of gene panel testing in clinical practice and the collaboration within consortia are needed to provide further evidence on the prognosis of these patients.

世界卫生组织将家族性黑色素瘤定义为发生在两个或两个以上一级亲属中的黑色素瘤。种系突变是在它们的一个子集中分离出来的。众所周知,CDKN2A是家族性黑色素瘤中最常见的突变高危基因,然而,它对携带其突变的患者的预后仍然存在争议。这篇综述旨在评估种系突变是否意味着家族性黑色素瘤患者的预后更差。通过检索电子数据库PubMed/MEDLINE、EMBASE和Cochrane Library进行系统综述和荟萃分析。来自3个独立人群的数据最终被纳入荟萃分析,涉及291例病例和57例 416个控件。这项系统综述和荟萃分析的结果表明,CDKN2A基因种系突变的患者总体生存率有下降的趋势(HR = 1.30,95%CI = 0.99-1.69,P = 0.05)和黑色素瘤特异性生存率(HR = 1.5,95%CI = 0.97-2.31,P = 0.07)。携带者患者不仅会有更多的黑色素瘤发生率和更高的第二次黑色素瘤风险,而且他们的预后似乎也更差。需要在临床实践中纳入基因小组测试,并在联合体内进行合作,为这些患者的预后提供进一步的证据。
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引用次数: 0
Intratumoural and systemic inflammation as predictors for treatment response in BRAF-mutated melanoma patients under targeted therapies. 靶向治疗下BRAF突变黑色素瘤患者的瘤内和全身炎症作为治疗反应的预测因素。
IF 2.2 4区 医学 Q1 Medicine Pub Date : 2024-02-01 Epub Date: 2023-11-02 DOI: 10.1097/CMR.0000000000000934
Thilo Gambichler, Maria Iordanou, Jürgen C Becker, Laura Susok

Intratumoural as well as systemic inflammation in melanoma has thoroughly been studied in the context of patients treated with immune checkpoint inhibitors but not with BRAF/MEK inhibitors (BRAFi/MEKi). We aimed to study whether parameters of intratumoral and systemic inflammation correlate with clinical outcome in patients with BRAF-mutant metastatic melanoma treated with BRAFi/MEKi. We studied 51 CM patients with unresectable stage III or IV who had the indication for BRAFi/MEKi treatment based on confirmed BRAF mutation. Baseline systemic immune-inflammation markers such as the systemic immune-inflammation index (SII) and the expression of intratumoral inflammation markers such as COX-2 protein expression were correlated with clinical outcome measures. On multivariable analyses, lower intratumoral COX-2 expression (OR 33.9, 95% CI 3.2-356.8) and lower SII (OR 6.3, 95% CI 1.1-34.8) proved to be significant independent predictors for objective response to targeted therapy. Elevated S100B (HR 1.2, 95% CI 1.03-1.3) was a significant predictor for progressive disease. Moreover, elevated S100B (HR 1.37, 95% CI 1.14-1.65) and LDH (HR 1.002, 95% CI 1.0001-1.003) were significant independent predictors for melanoma-specific death. In conclusion, the present study indicates that low SII values and low intratumoral COX-2 protein expression are significant independent predictors for treatment response to BRAFi/MEKi.

已经在用免疫检查点抑制剂而不是用BRAF/MEK抑制剂(BRAFi/MEKi)治疗的患者的背景下彻底研究了黑色素瘤的瘤内和全身炎症。我们旨在研究BRAFi/MEKi治疗的BRAF突变转移性黑色素瘤患者的肿瘤内和全身炎症参数是否与临床结果相关。我们研究了51名患有不可切除III期或IV期的CM患者,这些患者根据确诊的BRAF突变具有BRAFi/MEKi治疗的适应症。基线全身免疫炎症标志物,如全身免疫炎症指数(SII)和肿瘤内炎症标志物的表达,如COX-2蛋白的表达,与临床结果指标相关。在多变量分析中,较低的瘤内COX-2表达(OR 33.9,95%CI 3.2-356.8)和较低的SII(OR 6.3,95%CI 1.1-34.8)被证明是靶向治疗客观反应的重要独立预测因素。S100B升高(HR 1.2,95%CI 1.03-1.3)是疾病进展的重要预测因素。此外,S100B升高(HR 1.37,95%CI 1.14-1.65)和LDH升高(HR 1.002,95%CI 1.001-1.003)是黑色素瘤特异性死亡的重要独立预测因素。总之,本研究表明,低SII值和低瘤内COX-2蛋白表达是BRAFi/MEKi治疗反应的重要独立预测因素。
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引用次数: 0
Small-vessel vasculitis leading to severe acute kidney injury after ipilimumab: a case report. 伊匹单抗后小血管炎导致严重急性肾损伤:1例报告。
IF 2.2 4区 医学 Q1 Medicine Pub Date : 2024-02-01 Epub Date: 2023-11-28 DOI: 10.1097/CMR.0000000000000928
Rui Duarte, Filipa Trigo, Ivan Luz, Paulo Santos

Immune checkpoint inhibitors are effective monoclonal antibodies used in cancer treatment, particularly in metastatic melanoma. They target proteins responsible for cancer cells evading the immune system. However, their use can lead to immune-related adverse events, with the skin and gastrointestinal tract being commonly affected. Kidney involvement is rarer, with interstitial nephritis being the most common manifestation. In a unique case, kidney biopsy-proven small-vessel vasculitis with arteriolar immune deposition was observed following ipilimumab administration.

免疫检查点抑制剂是一种有效的单克隆抗体,用于癌症治疗,特别是转移性黑色素瘤。它们的目标是负责癌细胞逃避免疫系统的蛋白质。然而,它们的使用会导致免疫相关的不良事件,皮肤和胃肠道通常会受到影响。肾脏受累是罕见的,间质性肾炎是最常见的表现。在一个独特的情况下,经肾活检证实的小血管炎伴小动脉免疫沉积在伊匹单抗治疗后被观察到。
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引用次数: 0
Underreporting of acral lentiginous melanoma in studies informing American Joint Committee on Cancer Staging System Guidelines: a review of 150 cited studies. 美国癌症分期联合委员会分期系统指南研究中对尖状皮样黑色素瘤的报告不足:对 150 项引用研究的回顾。
IF 2.2 4区 医学 Q1 Medicine Pub Date : 2024-02-01 Epub Date: 2023-12-19 DOI: 10.1097/CMR.0000000000000941
Katie Roster, Christopher Thang, Sumaiya Islam, Shari R Lipner
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引用次数: 0
Tumour regression predicts better response to interferon therapy in melanoma patients: a retrospective single centre study. 肿瘤消退预测黑色素瘤患者对干扰素治疗的更好反应:一项回顾性单中心研究。
IF 2.2 4区 医学 Q1 Medicine Pub Date : 2024-02-01 Epub Date: 2023-11-13 DOI: 10.1097/CMR.0000000000000935
Noémi E Mezőlaki, Eszter Baltás, Henriette L Ócsai, Anita Varga, Irma Korom, Erika Varga, István B Németh, Erika G Kis, János Varga, Ádám Kocsis, Rolland Gyulai, Mátyás Bukva, Lajos Kemény, Judit Oláh

We hypothesise that regression may have an impact on the effectiveness of adjuvant IFN therapy, based on its role in the host immune response. Our purpose is to investigate regression and ulceration as prognostic factors in case of interferon-alpha (IFN)-treated melanoma patients. We followed 357 IFN-treated melanoma patients retrospectively, investigating progression-free survival (PFS) and overall survival (OS) depending on the presence of ulceration and regression. A Kaplan-Meier analysis was performed, and we used a Cox regression analysis to relate risk factors. The survival function of the Cox regression was used to measure the effect of regression and ulceration on PFS and OS depending on the Breslow thickness (T1-T4) of the primary tumour. Regression was significantly positively related to PFS ( P  = 0.0018, HR = 0.352) and OS ( P  = 0.0112, HR = 0.380), while ulceration showed a negative effect (PFS: P  = 0.0001, HR = 2.629; OS: P  = 0.0003, HR = 2.388). They influence survival independently. The most favourable outcome was measured in the regressed/non-ulcerated group, whereas the worse was in the non-regressed/ulcerated one. Of risk factors, Breslow thickness is the most significant predictor. The efficacy of regression is regardless of Breslow thickness, though the more favourable the impact of regression was in the thicker primary lesions. Our results indicate that regression is associated with a more favourable outcome for IFN-treated melanoma patients, whereas ulceration shows an inverse relation. Further studies are needed to analyse the survival benefit of regression in relation to innovative immune checkpoint inhibitors.

基于IFN在宿主免疫反应中的作用,我们假设回归可能会影响辅助IFN治疗的有效性。我们的目的是研究退化和溃疡作为干扰素- α (IFN)治疗黑色素瘤患者的预后因素。我们回顾性随访了357例ifn治疗的黑色素瘤患者,根据溃疡和消退的存在调查无进展生存期(PFS)和总生存期(OS)。进行Kaplan-Meier分析,并使用Cox回归分析关联危险因素。Cox回归的生存函数根据原发肿瘤的Breslow厚度(T1-T4)来衡量回归和溃疡对PFS和OS的影响。回归与PFS (P = 0.0018, HR = 0.352)和OS (P = 0.0112, HR = 0.380)呈显著正相关,溃疡呈负相关(PFS: P = 0.0001, HR = 2.629;Os: p = 0.0001, hr = 2.388)。它们独立地影响生存。最有利的结果是在退化/非溃疡组,而最差的是在非退化/溃疡组。在危险因素中,布雷斯洛厚度是最显著的预测因子。尽管在较厚的原发病变中,消退的效果更有利,但与brreslow厚度无关。我们的研究结果表明,对于ifn治疗的黑色素瘤患者,退化与更有利的结果相关,而溃疡则呈反比关系。需要进一步的研究来分析与创新免疫检查点抑制剂相关的回归的生存获益。
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引用次数: 0
The role of artificial intelligence and convolutional neural networks in the management of melanoma: a clinical, pathological, and radiological perspective. 人工智能和卷积神经网络在黑色素瘤管理中的作用:临床、病理和放射学视角。
IF 2.2 4区 医学 Q1 Medicine Pub Date : 2023-12-22 DOI: 10.1097/cmr.0000000000000951
Joshua Yee, Cliff Rosendahl, Lauren G Aoude
Clinical dermatoscopy and pathological slide assessment are essential in the diagnosis and management of patients with cutaneous melanoma. For those presenting with stage IIC disease and beyond, radiological investigations are often considered. The dermatoscopic, whole slide and radiological images used during clinical care are often stored digitally, enabling artificial intelligence (AI) and convolutional neural networks (CNN) to learn, analyse and contribute to the clinical decision-making. To review the literature on the progression, capabilities and limitations of AI and CNN and its use in diagnosis and management of cutaneous melanoma. A keyword search of the Medline database for articles relating to cutaneous melanoma. Full-text articles were reviewed if they related to dermatoscopy, pathological slide assessment or radiology. Through analysis of 95 studies, we demonstrate that diagnostic accuracy of AI/CNN can be superior (or at least equal) to clinicians. However, variability in image acquisition, pre-processing, segmentation, and feature extraction remains challenging. With current technological abilities, AI/CNN and clinicians synergistically working together are better than one another in all subspecialty domains relating to cutaneous melanoma. AI has the potential to enhance the diagnostic capabilities of junior dermatology trainees, primary care skin cancer clinicians and general practitioners. For experienced clinicians, AI provides a cost-efficient second opinion. From a pathological and radiological perspective, CNN has the potential to improve workflow efficiency, allowing clinicians to achieve more in a finite amount of time. Until the challenges of AI/CNN are reliably met, however, they can only remain an adjunct to clinical decision-making.
临床皮肤镜检查和病理切片评估对皮肤黑色素瘤患者的诊断和治疗至关重要。对于 IIC 期及以上的患者,通常会考虑进行放射学检查。临床护理过程中使用的皮肤镜、整张切片和放射学图像通常以数字方式存储,从而使人工智能(AI)和卷积神经网络(CNN)能够学习、分析并为临床决策做出贡献。回顾有关人工智能和卷积神经网络的发展、能力和局限性及其在皮肤黑色素瘤诊断和管理中的应用的文献。在 Medline 数据库中搜索与皮肤黑色素瘤相关的文章关键词。对与皮肤镜、病理切片评估或放射学有关的文章进行了全文检索。通过对 95 项研究的分析,我们证明人工智能/有线电视网络的诊断准确性可优于(或至少等于)临床医生。然而,图像采集、预处理、分割和特征提取等方面的差异仍然具有挑战性。就目前的技术能力而言,人工智能/有线电视网络和临床医生协同合作,在与皮肤黑色素瘤相关的所有亚专业领域都比对方更胜一筹。人工智能有可能提高初级皮肤病学学员、初级皮肤癌临床医生和全科医生的诊断能力。对于经验丰富的临床医生来说,人工智能可提供具有成本效益的第二意见。从病理学和放射学的角度来看,CNN 有可能提高工作流程的效率,让临床医生在有限的时间内完成更多的工作。不过,在人工智能/有线电视网络可靠地应对挑战之前,它们只能是临床决策的辅助工具。
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Melanoma Research
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