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Whole Blood. 全血
IF 1.8 4区 医学 Q2 MEDICINE, GENERAL & INTERNAL Pub Date : 2024-06-01
Itai Shavit
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引用次数: 0
Can We Facilitate Early Diagnosis of Behçet's Disease among Arab Israeli Patients Who Do Not Fulfill Diagnostic or Classification Criteria? 我们能否帮助那些不符合诊断或分类标准的阿拉伯裔以色列患者及早确诊白塞氏病?
IF 1.8 4区 医学 Q2 MEDICINE, GENERAL & INTERNAL Pub Date : 2024-05-01
Fadi Hassan, Mohammad E Naffaa
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引用次数: 0
Normal Term Deliveries in a Patient with Phosphoglucomutase 1 Deficiency. 磷酸葡萄糖突变酶 1 缺乏症患者的正常足月分娩
IF 1.8 4区 医学 Q2 MEDICINE, GENERAL & INTERNAL Pub Date : 2024-05-01
Elena Korytnikova, Maayan Elnir Katz, Itzhak Gabizon, Tamar Eshkoli
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引用次数: 0
Surgical Management of Cardiac Echinococcus Cyst: A Case Study. 心脏棘球蚴囊肿的手术治疗:病例研究
IF 1.8 4区 医学 Q2 MEDICINE, GENERAL & INTERNAL Pub Date : 2024-05-01
David Koren, Leonid Sternik, Liza Grosman-Rimon, Amihay Shinfeld
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引用次数: 0
Facial Asymmetry Caused by Mandibular Condylar Hyperplasia: A Two Center Study. 下颌髁状突增生导致的面部不对称:一项双中心研究。
IF 1.6 4区 医学 Q2 MEDICINE, GENERAL & INTERNAL Pub Date : 2024-05-01
Waseem Abboud, Dror Shamir, Rania Elkhatib, Heli Rushinek, Yoli Bitterman, Mati Cohen Sela, Adir Cohen

Background: Condylar hyperplasia is a non-neoplastic overgrowth of the mandibular condyle. The disorder is progressive and causes gradual jaw deviation, facial asymmetry, and dental malocclusion. The only treatment capable of stopping hyperplastic growth is surgical condylectomy to remove the upper portion of the condyle containing the deranged growth center. When this procedure is conducted in proportion to the length of the healthy side it may also correct the jaw deviation and facial asymmetry.

Objectives: To assess the degree to which condylectomy corrects the asymmetry and to determine the proportion of patients after condylectomy who were satisfied with the esthetic result and did not desire further corrective surgery.

Methods: We conducted a retrospective analysis of medical records of patients who underwent condylectomy that was not followed by corrective orthognathic surgery for at least 1 year to determine the degree of correction of chin deviation and lip cant. Patient satisfaction from treatment or desire and undergo further corrective surgery was reported.

Results: Chin deviation decreased after condylectomy from a mean of 4.8⁰ to a mean of 1.8⁰ (P < 0.001). Lip cant decreased after condylectomy from a mean of 3.5⁰ to a mean of 1.5⁰ (P < 0.001). Most patients (72%) were satisfied with the results and did not consider further corrective orthognathic surgery.

Conclusions: Proportional condylectomy could be a viable treatment to both arrest the condylar overgrowth and achieve some correction of the facial asymmetry.

背景:髁状突增生是下颌骨髁状突的一种非肿瘤性增生。这种疾病是渐进性的,会导致下颌逐渐偏斜、面部不对称和牙齿咬合不正。唯一能阻止增生的治疗方法是进行髁突切除手术,切除髁突上部的增生中心。如果该手术与健康侧的长度成比例,还可以纠正下颌偏斜和面部不对称:评估髁状突切除术矫正不对称的程度,并确定髁状突切除术后对美学效果满意且不希望进一步接受矫正手术的患者比例:我们对接受髁状突切除术后至少一年内未接受正颌矫正手术的患者的病历进行了回顾性分析,以确定下巴偏斜和嘴唇倾斜的矫正程度。结果显示:髁状突切除术后,下巴偏斜度有所下降:结果:髁状突切除术后,下巴偏斜从平均 4.8⁰减小到平均 1.8⁰(P < 0.001)。髁状突切除术后,唇侧距从平均 3.5⁰减至平均 1.5⁰(P < 0.001)。大多数患者(72%)对手术效果表示满意,不再考虑进一步的正颌矫正手术:按比例髁突切除术是一种可行的治疗方法,既能阻止髁突过度生长,又能在一定程度上矫正面部不对称。
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引用次数: 0
A Comparison of Hidradenitis Suppurativa Characteristics Among Israeli Arabs and Jews: Analysis of Two Cohorts. 以色列阿拉伯人和犹太人化脓性扁桃体炎特征的比较:两个群体的分析
IF 1.8 4区 医学 Q2 MEDICINE, GENERAL & INTERNAL Pub Date : 2024-05-01
Jen Barak Levitt, Shira Barmatz, Shira Fisch-Gilad, Yossef H Taieb, Adam Dalal, Khashayar Afshari, Nazgol Haddadi, Dana Tzur Bitan, Arnon Dov Cohen, Daniel Mimouni, Emmilia Hodak, Shany Sherman

Background: Hidradenitis suppurativa (HS) is a chronic inflammatory skin disease involving apocrine gland-bearing regions. There is an under-representation of non-Caucasians in epidemiologic studies of HS. The characteristics of HS in Israeli Arabs have not yet been studied.

Objectives: To investigate the demographic and clinical profile of HS in the Israeli Arab population.

Methods: A retrospective analysis was conducted in two cohorts of patients with HS in Israel. The patients were derived from the database of a large health management organization (n=4191, 639 Arabs; population-based) and a major tertiary medical center (n=372, 49 Arabs). Demographic and clinical data were compared between ethnic groups.

Results: The prevalence of HS in Israeli Arabs was found to be 0.5%, fivefold higher than in Jews. Arab patients were younger (35.3 vs. 40.5 years, P < 0.001) and mostly male (52% vs. 35.7%, P < 0.001), with lower rates of co-morbidities, including smoking (40.8% vs. 55.7%, P < 0.001), hyperlipidemia, and depression as well as a higher rate of dissecting cellulitis (10.2% vs. 1.9%, P = 0.008). HS was more severe in Arabs, but of shorter duration, with mainly axillary involvement (79.6% vs. 57.9%, P = 0.004). Treatment with hormones was more common in Jews, and with biologic agents in Arabs.

Conclusions: The findings suggest a different phenotype of HS in Arabs, warranting further study.

背景:化脓性扁平湿疹(HS)是一种慢性炎症性皮肤病,累及分泌腺区域。在 HS 的流行病学研究中,非高加索人的比例偏低。以色列阿拉伯人的 HS 特征尚未得到研究:调查以色列阿拉伯人口中 HS 的人口和临床特征:对以色列两组 HS 患者进行了回顾性分析。这些患者分别来自一家大型健康管理机构的数据库(n=4191,639 名阿拉伯人;以人口为基础)和一家大型三级医疗中心的数据库(n=372,49 名阿拉伯人)。对不同种族群体的人口统计学和临床数据进行了比较:结果:以色列阿拉伯人的 HS 患病率为 0.5%,是犹太人的五倍。阿拉伯患者更年轻(35.3 岁对 40.5 岁,P < 0.001),男性居多(52% 对 35.7%,P < 0.001),合并疾病的比例较低,包括吸烟(40.8% 对 55.7%,P < 0.001)、高脂血症和抑郁症,以及较高的剥脱性蜂窝组织炎发生率(10.2% 对 1.9%,P = 0.008)。阿拉伯人的 HS 更严重,但持续时间更短,主要累及腋窝(79.6% 对 57.9%,P = 0.004)。犹太人更常接受激素治疗,而阿拉伯人则更常接受生物制剂治疗:结论:研究结果表明,阿拉伯人的 HS 具有不同的表型,值得进一步研究。
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引用次数: 0
Outcomes of Transvenous Lead Extraction in a Referral Center in Northern Israel. 以色列北部一家转诊中心的经静脉抽取铅结果。
IF 1.6 4区 医学 Q2 MEDICINE, GENERAL & INTERNAL Pub Date : 2024-05-01
Rabea Haddad, Edo Birati, Hiba Zayyad, Nizar Andria, Eyal Nachum, Erez Kachel, Ibrahim Marai

Background: Cardiac implantable electronic devices (CIEDs) are increasingly being used; thus, there is an increasing need for transvenous lead extraction (TLE).

Objectives: To summarize our experience with TLE at single referral center in northern Israel.

Methods: The study included all patients who underwent TLE at our center between 2019 and 2022, regardless of the indication.

Results: The cohort included 50 patients. The mean age was 69 ± 10.36 years; 78% were males. A total of 99 electrodes were targeted. The mean number of electrodes was 1.96 (range 1-4) per patient. The time between lead implantation and extraction ranged between 1.1 and 34 years with an average of 8.14 ± 5.71 years (median of 7.5 years). Complete lead removal was achieved in 98% of patients and in 98.99% of leads. The complete procedural success rate as well as the clinical procedural success rate was 96%. The procedural failure rate was 4% (1 patient died 2 days after the index procedure and 1 patient remained with large portion of lead). The indication for TLE was infection in 78% of the cohort group. Powered mechanical sheaths were used in 36 patients (72%), laser sheaths in 27 (54%), and a combination of laser and mechanical sheaths in 16 (32%).

Conclusions: The clinical and procedural success rates of TLE, primarily for CEID-related infection, were high. A combination of laser and mechanical sheaths was needed in one-third of patients.

背景:心脏植入式电子装置(CIED)的使用越来越广泛,因此,经静脉导联取出术(TLE)的需求也越来越大:总结以色列北部单一转诊中心的 TLE 经验:研究包括 2019 年至 2022 年期间在本中心接受 TLE 的所有患者,无论其适应症如何:结果:共纳入 50 名患者。平均年龄为 69 ± 10.36 岁,78% 为男性。共针对 99 个电极。每位患者的平均电极数为 1.96 个(1-4 个不等)。从导联植入到取出的时间为 1.1 至 34 年,平均为 8.14 ± 5.71 年(中位数为 7.5 年)。98%的患者和98.99%的导联实现了完全取出。完全手术成功率和临床手术成功率均为 96%。手术失败率为 4%(1 名患者在索引手术后 2 天死亡,1 名患者残留大部分导联)。78%的队列中,TLE的适应症是感染。36名患者(72%)使用了动力机械鞘,27名患者(54%)使用了激光鞘,16名患者(32%)结合使用了激光和机械鞘:结论:TLE的临床和手术成功率很高,主要用于治疗CEID相关感染。结论:主要针对 CEID 相关感染的 TLE 临床和手术成功率很高,三分之一的患者需要同时使用激光和机械鞘。
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引用次数: 0
Concomitant Cardiac Surgical Procedures in Patients Undergoing HeartMate 3 Left Ventricular Assist Device Implantation. 接受 HeartMate 3 左心室辅助装置植入术的患者同时接受的心脏外科手术。
IF 1.6 4区 医学 Q2 MEDICINE, GENERAL & INTERNAL Pub Date : 2024-05-01
Jonathan Eisenberger, Shmuel Somer, Eyal Nachum, Eilon Ram, Jacob Lavee, Leonid Sternik, Jeffrey Morgan

Background: Long-term support with a HeartMate 3 (HM3) left ventricular assist device (LVAD) has improved outcomes of patients with end-stage heart failure. However, there is a paucity of data on the outcomes of patients who underwent concomitant cardiac surgical procedure (CCSP) during HM3-LVAD implantation.

Objectives: To assess our single-center experience with patients who underwent CCSP during the implantation of an HM3-LVAD.

Methods: From December 2016 until April 2022, 131 adult patients underwent HM3-LVAD implantation. A total of 23 patients underwent CCSP during the HM3-LVAD implantation+CCSP, and 108 underwent only HM3-LVAD implantation (HM3-only).

Results: The median age was 59 ± 11 years (range 54-67), 82% (n=108) were male, and 76% (n=100) were implanted as a bridge-to-transplant. The concomitant procedures performed during the implantation included 8 aortic valve repairs/replacements, 14 tricuspid valve repairs, 4 patent foramen ovales or atrial septal defect closures, and 3 other cardiac procedures. The mean cardiopulmonary bypass time was 113 ± 58 minutes for the HM3-only group and 155 ± 47 minutes for the HM3+CCSP group (P = 0.007). The mortality rates at 30 days, 6 months, and 12 months post-implantation were 2 (9%), 5 (22%), and 6 (26%) respectively for the HM3+CCSP group, and 7 (6%), 18 (17%), and 30 (28%) for the HM3-only group (P = 0.658, 0.554, and 1.000).

Conclusions: Our experience demonstrated no significant difference in the 30-day, 6-month, and 12-month mortality rates for patients who underwent a CCSP during HM3-LVAD implantation compared to patients who did not undergo CCSP during HM3-LVAD implantation.

背景:使用HeartMate 3(HM3)左心室辅助装置(LVAD)进行长期支持改善了终末期心力衰竭患者的预后。然而,关于在植入 HM3-LVAD 期间同时接受心脏手术(CCSP)的患者的预后数据却很少:评估我们单中心在植入 HM3-LVAD 期间接受 CCSP 患者的经验:从 2016 年 12 月到 2022 年 4 月,131 名成年患者接受了 HM3-LVAD 植入术。共有23名患者在HM3-LVAD植入+CCSP期间接受了CCSP,108名患者仅接受了HM3-LVAD植入(仅HM3):中位年龄为 59 ± 11 岁(54-67 岁不等),82%(n=108)为男性,76%(n=100)为桥接移植。植入过程中同时进行的手术包括 8 例主动脉瓣修复/置换术、14 例三尖瓣修复术、4 例卵圆孔或房间隔缺损闭合术和 3 例其他心脏手术。仅使用 HM3 组的平均心肺旁路时间为 113 ± 58 分钟,而使用 HM3+CCSP 组的平均心肺旁路时间为 155 ± 47 分钟(P = 0.007)。植入后 30 天、6 个月和 12 个月的死亡率分别为:HM3+CCSP 组 2(9%)、5(22%)和 6(26%),纯 HM3 组 7(6%)、18(17%)和 30(28%)(P = 0.658、0.554 和 1.000):我们的经验表明,与在 HM3-LVAD 植入期间未接受 CCSP 的患者相比,在 HM3-LVAD 植入期间接受 CCSP 的患者在 30 天、6 个月和 12 个月的死亡率方面没有明显差异。
{"title":"Concomitant Cardiac Surgical Procedures in Patients Undergoing HeartMate 3 Left Ventricular Assist Device Implantation.","authors":"Jonathan Eisenberger, Shmuel Somer, Eyal Nachum, Eilon Ram, Jacob Lavee, Leonid Sternik, Jeffrey Morgan","doi":"","DOIUrl":"","url":null,"abstract":"<p><strong>Background: </strong>Long-term support with a HeartMate 3 (HM3) left ventricular assist device (LVAD) has improved outcomes of patients with end-stage heart failure. However, there is a paucity of data on the outcomes of patients who underwent concomitant cardiac surgical procedure (CCSP) during HM3-LVAD implantation.</p><p><strong>Objectives: </strong>To assess our single-center experience with patients who underwent CCSP during the implantation of an HM3-LVAD.</p><p><strong>Methods: </strong>From December 2016 until April 2022, 131 adult patients underwent HM3-LVAD implantation. A total of 23 patients underwent CCSP during the HM3-LVAD implantation+CCSP, and 108 underwent only HM3-LVAD implantation (HM3-only).</p><p><strong>Results: </strong>The median age was 59 ± 11 years (range 54-67), 82% (n=108) were male, and 76% (n=100) were implanted as a bridge-to-transplant. The concomitant procedures performed during the implantation included 8 aortic valve repairs/replacements, 14 tricuspid valve repairs, 4 patent foramen ovales or atrial septal defect closures, and 3 other cardiac procedures. The mean cardiopulmonary bypass time was 113 ± 58 minutes for the HM3-only group and 155 ± 47 minutes for the HM3+CCSP group (P = 0.007). The mortality rates at 30 days, 6 months, and 12 months post-implantation were 2 (9%), 5 (22%), and 6 (26%) respectively for the HM3+CCSP group, and 7 (6%), 18 (17%), and 30 (28%) for the HM3-only group (P = 0.658, 0.554, and 1.000).</p><p><strong>Conclusions: </strong>Our experience demonstrated no significant difference in the 30-day, 6-month, and 12-month mortality rates for patients who underwent a CCSP during HM3-LVAD implantation compared to patients who did not undergo CCSP during HM3-LVAD implantation.</p>","PeriodicalId":50268,"journal":{"name":"Israel Medical Association Journal","volume":"26 5","pages":"278-282"},"PeriodicalIF":1.6,"publicationDate":"2024-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140913046","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Antibiotic Treatment for Pyogenic Flexor Tenosynovitis Following Animal Bites. 动物咬伤后化脓性屈指腱鞘炎的抗生素治疗。
IF 1.6 4区 医学 Q2 MEDICINE, GENERAL & INTERNAL Pub Date : 2024-05-01
Tal Frenkel Rutenberg, Alon Ben Uri, Omer Slevin, Yona Kosashvili, Franck Atlan, Sorin Daniel Iordache

Background: Pyogenic flexor tenosynovitis (PFT) is a common and severe hand infection. Patients who present early can be treated with intravenous antibiotics.

Objectives: To determine whether PFT caused by animal bites and treated with antibiotics leads to a different outcome than other disease etiologies due to the extensive soft tissue insult and different bacterial flora.

Methods: We conducted a retrospective cohort study of 43 consecutive patients who presented with PFT between 2013 and 2020. The 10 patients who presented with PFT following an animal bite were compared to those who presented with PFT caused by any other etiology.

Results: Patients who were bitten pursued medical attention sooner: 1.9 ± 1.4 days compared with 5.3 ± 4.7 days (P = 0.001). Despite the quicker presentation, patients from the study group received similar antibiotic types and duration as controls. All patients were initially treated with intravenous antibiotics under surveillance of a hand surgeon. One patient (10%) from the study group and four controls (12%) were treated surgically (P = 1). Average follow-up was 17 ± 16 days. At the end of follow-up, one (10%) patient from the study group and three (9%) controls sustained mild range of motion limitation and one (3%) patient from the control group had moderate limitations (P = 0.855).

Conclusions: Intravenous antibiotic treatment, combined with an intensive hand surgeon follow-up, is a viable option for the treatment of PFT caused by animal bites.

背景:化脓性屈肌腱鞘炎(PFT)是一种常见的严重手部感染。早期发病的患者可通过静脉注射抗生素进行治疗:目的:确定由动物咬伤引起并接受抗生素治疗的 PFT 是否会因广泛的软组织损伤和不同的细菌菌群而导致与其他病因不同的结果:我们对2013年至2020年间连续出现PFT的43名患者进行了回顾性队列研究。结果:被动物咬伤后出现 PFT 的 10 名患者与其他病因引起的 PFT 患者进行了比较:被咬伤的患者就医时间更早:1.9 ± 1.4 天(P = 0.001),而被咬伤的患者就医时间为 5.3 ± 4.7 天(P = 0.001)。尽管患者就诊时间较短,但研究组患者接受抗生素治疗的类型和时间与对照组相似。所有患者最初都在手外科医生的监督下接受了静脉抗生素治疗。研究组的一名患者(10%)和对照组的四名患者(12%)接受了手术治疗(P = 1)。平均随访时间为 17 ± 16 天。随访结束时,研究组的一名患者(10%)和对照组的三名患者(9%)活动范围受到轻度限制,对照组的一名患者(3%)活动范围受到中度限制(P = 0.855):静脉注射抗生素治疗,结合手外科医生的强化随访,是治疗动物咬伤引起的PFT的可行方案。
{"title":"Antibiotic Treatment for Pyogenic Flexor Tenosynovitis Following Animal Bites.","authors":"Tal Frenkel Rutenberg, Alon Ben Uri, Omer Slevin, Yona Kosashvili, Franck Atlan, Sorin Daniel Iordache","doi":"","DOIUrl":"","url":null,"abstract":"<p><strong>Background: </strong>Pyogenic flexor tenosynovitis (PFT) is a common and severe hand infection. Patients who present early can be treated with intravenous antibiotics.</p><p><strong>Objectives: </strong>To determine whether PFT caused by animal bites and treated with antibiotics leads to a different outcome than other disease etiologies due to the extensive soft tissue insult and different bacterial flora.</p><p><strong>Methods: </strong>We conducted a retrospective cohort study of 43 consecutive patients who presented with PFT between 2013 and 2020. The 10 patients who presented with PFT following an animal bite were compared to those who presented with PFT caused by any other etiology.</p><p><strong>Results: </strong>Patients who were bitten pursued medical attention sooner: 1.9 ± 1.4 days compared with 5.3 ± 4.7 days (P = 0.001). Despite the quicker presentation, patients from the study group received similar antibiotic types and duration as controls. All patients were initially treated with intravenous antibiotics under surveillance of a hand surgeon. One patient (10%) from the study group and four controls (12%) were treated surgically (P = 1). Average follow-up was 17 ± 16 days. At the end of follow-up, one (10%) patient from the study group and three (9%) controls sustained mild range of motion limitation and one (3%) patient from the control group had moderate limitations (P = 0.855).</p><p><strong>Conclusions: </strong>Intravenous antibiotic treatment, combined with an intensive hand surgeon follow-up, is a viable option for the treatment of PFT caused by animal bites.</p>","PeriodicalId":50268,"journal":{"name":"Israel Medical Association Journal","volume":"26 5","pages":"304-308"},"PeriodicalIF":1.6,"publicationDate":"2024-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140913112","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Machine Learning for Clinical Decision Support of Acute Streptococcal Pharyngitis: A Pilot Study. 用于急性链球菌性咽炎临床决策支持的机器学习:一项试点研究
IF 1.6 4区 医学 Q2 MEDICINE, GENERAL & INTERNAL Pub Date : 2024-05-01
Oshrit Hoffer, Moriya Cohen, Maya Gerstein, Vered Shkalim Zemer, Yael Richenberg, Shay Nathanson, Herman Avner Cohen

Background: Group A Streptococcus (GAS) is the predominant bacterial pathogen of pharyngitis in children. However, distinguishing GAS from viral pharyngitis is sometimes difficult. Unnecessary antibiotic use contributes to unwanted side effects, such as allergic reactions and diarrhea. It also may increase antibiotic resistance.

Objectives: To evaluate the effect of a machine learning algorithm on the clinical evaluation of bacterial pharyngitis in children.

Methods: We assessed 54 children aged 2-17 years who presented to a primary healthcare clinic with a sore throat and fever over 38°C from 1 November 2021 to 30 April 2022. All children were tested with a streptococcal rapid antigen detection test (RADT). If negative, a throat culture was performed. Children with a positive RADT or throat culture were considered GAS-positive and treated antibiotically for 10 days, as per guidelines. Children with negative RADT tests throat cultures were considered positive for viral pharyngitis. The children were allocated into two groups: Group A streptococcal pharyngitis (GAS-P) (n=36) and viral pharyngitis (n=18). All patients underwent a McIsaac score evaluation. A linear support vector machine algorithm was used for classification.

Results: The machine learning algorithm resulted in a positive predictive value of 80.6 % (27 of 36) for GAS-P infection. The false discovery rates for GAS-P infection were 19.4 % (7 of 36).

Conclusions: Applying the machine-learning strategy resulted in a high positive predictive value for the detection of streptococcal pharyngitis and can contribute as a medical decision aid in the diagnosis and treatment of GAS-P.

背景:A 组链球菌(GAS)是儿童咽炎的主要细菌病原体。然而,有时很难将 GAS 与病毒性咽炎区分开来。不必要地使用抗生素会导致不必要的副作用,如过敏反应和腹泻。目的:评估机器学习算法的效果:评估机器学习算法对儿童细菌性咽炎临床评估的影响:我们对 2021 年 11 月 1 日至 2022 年 4 月 30 日期间因咽喉痛和发烧超过 38°C 到初级保健诊所就诊的 54 名 2-17 岁儿童进行了评估。所有儿童都接受了链球菌快速抗原检测试验(RADT)。如果检测结果呈阴性,则进行咽喉培养。RADT 或咽喉培养呈阳性的儿童被视为肺炎球菌阳性,并根据指南接受为期 10 天的抗生素治疗。RADT 检测咽喉培养呈阴性的儿童被视为病毒性咽炎阳性。儿童被分为两组:A组链球菌咽炎(GAS-P)(36人)和病毒性咽炎(18人)。所有患者都接受了 McIsaac 评分评估。采用线性支持向量机算法进行分类:结果:机器学习算法对 GAS-P 感染的阳性预测值为 80.6%(36 例中有 27 例)。GAS-P 感染的误诊率为 19.4%(36 例中有 7 例):结论:应用机器学习策略检测链球菌性咽炎的阳性预测值很高,可作为诊断和治疗 GAS-P 的医疗决策辅助工具。
{"title":"Machine Learning for Clinical Decision Support of Acute Streptococcal Pharyngitis: A Pilot Study.","authors":"Oshrit Hoffer, Moriya Cohen, Maya Gerstein, Vered Shkalim Zemer, Yael Richenberg, Shay Nathanson, Herman Avner Cohen","doi":"","DOIUrl":"","url":null,"abstract":"<p><strong>Background: </strong>Group A Streptococcus (GAS) is the predominant bacterial pathogen of pharyngitis in children. However, distinguishing GAS from viral pharyngitis is sometimes difficult. Unnecessary antibiotic use contributes to unwanted side effects, such as allergic reactions and diarrhea. It also may increase antibiotic resistance.</p><p><strong>Objectives: </strong>To evaluate the effect of a machine learning algorithm on the clinical evaluation of bacterial pharyngitis in children.</p><p><strong>Methods: </strong>We assessed 54 children aged 2-17 years who presented to a primary healthcare clinic with a sore throat and fever over 38°C from 1 November 2021 to 30 April 2022. All children were tested with a streptococcal rapid antigen detection test (RADT). If negative, a throat culture was performed. Children with a positive RADT or throat culture were considered GAS-positive and treated antibiotically for 10 days, as per guidelines. Children with negative RADT tests throat cultures were considered positive for viral pharyngitis. The children were allocated into two groups: Group A streptococcal pharyngitis (GAS-P) (n=36) and viral pharyngitis (n=18). All patients underwent a McIsaac score evaluation. A linear support vector machine algorithm was used for classification.</p><p><strong>Results: </strong>The machine learning algorithm resulted in a positive predictive value of 80.6 % (27 of 36) for GAS-P infection. The false discovery rates for GAS-P infection were 19.4 % (7 of 36).</p><p><strong>Conclusions: </strong>Applying the machine-learning strategy resulted in a high positive predictive value for the detection of streptococcal pharyngitis and can contribute as a medical decision aid in the diagnosis and treatment of GAS-P.</p>","PeriodicalId":50268,"journal":{"name":"Israel Medical Association Journal","volume":"26 5","pages":"299-303"},"PeriodicalIF":1.6,"publicationDate":"2024-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140913185","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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Israel Medical Association Journal
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