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From immunology to artificial intelligence: revolutionizing latent tuberculosis infection diagnosis with machine learning
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作者 Lin-Sheng Li Ling Yang +3 位作者 Li Zhuang Zhao-Yang Ye Wei-Guo Zhao Wen-Ping Gong 《Military Medical Research》 SCIE CAS CSCD 2024年第5期747-784,共38页
Latent tuberculosis infection(LTBI)has become a major source of active tuberculosis(ATB).Although the tuberculin skin test and interferon-gamma release assay can be used to diagnose LTBI,these methods can only differe... Latent tuberculosis infection(LTBI)has become a major source of active tuberculosis(ATB).Although the tuberculin skin test and interferon-gamma release assay can be used to diagnose LTBI,these methods can only differentiate infected individuals from healthy ones but cannot discriminate between LTBI and ATB.Thus,the diagnosis of LTBI faces many challenges,such as the lack of effective biomarkers from Mycobacterium tuberculosis(MTB)for distinguishing LTBI,the low diagnostic efficacy of biomarkers derived from the human host,and the absence of a gold standard to differentiate between LTBI and ATB.Sputum culture,as the gold standard for diagnosing tuberculosis,is time-consuming and cannot distinguish between ATB and LTBI.In this article,we review the pathogenesis of MTB and the immune mechanisms of the host in LTBI,including the innate and adaptive immune responses,multiple immune evasion mechanisms of MTB,and epigenetic regulation.Based on this knowledge,we summarize the current status and challenges in diagnosing LTBI and present the application of machine learning(ML)in LTBI diagnosis,as well as the advantages and limitations of ML in this context.Finally,we discuss the future development directions of ML applied to LTBI diagnosis. 展开更多
关键词 Tuberculosis(TB) Latent tuberculosis infection(LTBI) Machine learning(ML) Biomarkers Differential diagnosis
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Role of MR imaging in the diagnosis of intracranial germinoma
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作者 邱士军 张雪林 《Journal of Medical Colleges of PLA(China)》 CAS 2003年第3期192-196,共5页
Objective: To investigate the role of MRI in the diagnosis of intracranial germinoma. Methods: MRI features of 19 cases of intracranial germinoma confirmed by operations and pathological findings were analyzed retrosp... Objective: To investigate the role of MRI in the diagnosis of intracranial germinoma. Methods: MRI features of 19 cases of intracranial germinoma confirmed by operations and pathological findings were analyzed retrospectively. Results: Germinomas were found in the sellar region in 10 patients (including 5 males and 5 females), in the pineal region in 6 and in the thalamus and basal ganglia in 3, the 9 patients in the latter 2 groups all being males. The characteristic MRI findings of intracranial germinomas were as follows: (1) Lesions were isointense or slightly hypointense on T1WI while isointense or slightly hyperintense on T2WI. The germinomas in the sellar region and pineal region showed no edema, but lesions in the thalamus basal ganglia showed mild to moderate edema and space-occupying effects. (2) Homogeneous or inhomogeneous Gd-DTPA enhancement were seen in most of the tumors. Conclusion: Multiaxial imaging and Gd-DTPA enhancement in MRI are helpful in the diagnosis and differentiation of intracranial germinomas on the basis of the patient's gender, the location of the tumor and its imaging characteristics. 展开更多
关键词 germinoma intracranial magnetic resonance imaging diagnosis differential
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以头晕为首发表现的遗传性尿素循环障碍特点分析 被引量:6
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作者 周芸 曾祥丽 +1 位作者 黄子真 陶媛婷 《中国耳鼻咽喉头颈外科》 CSCD 2015年第5期244-245,共2页
作为一名耳内科医师,经常会听到头晕、头昏及眩晕等众多主诉,患者常常难以明确描述其临床症状。眩晕分为广义和狭义两大类。广义的眩晕(dizziness)指非前庭系统性眩晕或头昏;狭义的眩晕(vertigo)指前庭系统性眩晕,是由于生理或病理性刺... 作为一名耳内科医师,经常会听到头晕、头昏及眩晕等众多主诉,患者常常难以明确描述其临床症状。眩晕分为广义和狭义两大类。广义的眩晕(dizziness)指非前庭系统性眩晕或头昏;狭义的眩晕(vertigo)指前庭系统性眩晕,是由于生理或病理性刺激引起患者有外物转动的错觉,是一种空间定位障碍产生的运动错觉,即人体与周围环境之间的相互空间关系在皮层感觉中枢的反应出现失真[1]。尿素循环障碍(urea cycle disorders,UCDs)是一组由于先天酶缺陷引发的以高血氨为特征的代谢性疾病,严重者在新生儿阶段就可以出现拒食、嗜睡、呕吐、抽搐、 展开更多
关键词 头晕(Dizziness) 诊断 鉴别(diagnosis Differential) 尿素循环障碍(urea cycle disorders)
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喉部淋巴结外Rosai-Dorfman病1例 被引量:1
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作者 孙贺 朱旭 李晓楠 《中国耳鼻咽喉头颈外科》 CSCD 2018年第3期169-170,共2页
Rosai-Dorfman病(Rosai-Dorfman disease,RDD)由Rosai和Dorfman在1969年首次报道^([1]),是一种少见的、不明原因的、可见于淋巴结内和(或)淋巴结外的组织细胞增生性疾病,主要发生在淋巴结内,结外病变可与淋巴结病变同时发生,病灶... Rosai-Dorfman病(Rosai-Dorfman disease,RDD)由Rosai和Dorfman在1969年首次报道^([1]),是一种少见的、不明原因的、可见于淋巴结内和(或)淋巴结外的组织细胞增生性疾病,主要发生在淋巴结内,结外病变可与淋巴结病变同时发生,病灶常为多灶性,原发于结外的孤立性病变及其罕见,当结外病变是其唯一表现时,常给诊断造成困难^([2])。我科收治1例经术后诊断为原发于喉部淋巴结外RDD的患者,为增强对此疾病认识, 展开更多
关键词 喉(Larynx) 组织细胞增多症 窦(Histiocytosis Sinus) 诊断 鉴别(diagnosis Differential)
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第二鳃裂囊肿误诊1例
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作者 滕磊 寻满湘 彭玉成 《中国耳鼻咽喉头颈外科》 2012年第3期150-150,共1页
鳃裂囊肿(branchial cleft cyst)是先天性胚胎发育异常所形成的腮腺区、颈侧部囊性肿块。临床上以第二鳃裂发育异常多见。由于发病率低,很容易误诊。有报道鳃裂囊肿及瘘管的误诊率近20%[1]。2011年3月笔者收治第二鳃裂囊肿,误诊为甲... 鳃裂囊肿(branchial cleft cyst)是先天性胚胎发育异常所形成的腮腺区、颈侧部囊性肿块。临床上以第二鳃裂发育异常多见。由于发病率低,很容易误诊。有报道鳃裂囊肿及瘘管的误诊率近20%[1]。2011年3月笔者收治第二鳃裂囊肿,误诊为甲状腺囊腺瘤1例,现分析报道如下。1临床资料患者,女性,28岁。 展开更多
关键词 鳃原瘤(Branchioma) 鳃区(Branchial Region) 诊断 鉴别(diagnosis Differential)
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鼻咽癌漏诊1例
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作者 胡献惠 黄益灯 夏思文 《中国耳鼻咽喉头颈外科》 北大核心 2010年第1期48-48,共1页
1临床资料 患者,女,72岁,因鼻塞、流脓涕10年,加重伴左耳闷、听力下降1年,以鼻中隔偏曲、慢性鼻窦炎鼻息肉收治入院。10年前患者感冒后出现鼻塞、流脓涕,鼻塞呈间隙性伴有头痛,无嗅觉减退,无听力下降,无耳鸣,无发热等不适。10年来鼻塞... 1临床资料 患者,女,72岁,因鼻塞、流脓涕10年,加重伴左耳闷、听力下降1年,以鼻中隔偏曲、慢性鼻窦炎鼻息肉收治入院。10年前患者感冒后出现鼻塞、流脓涕,鼻塞呈间隙性伴有头痛,无嗅觉减退,无听力下降,无耳鸣,无发热等不适。10年来鼻塞、流脓涕反复发作,每次均发作于感冒、疲劳后。 展开更多
关键词 鼻咽肿瘤(Nasopharyngeal Neoplasms) 鳞状细胞(Carcinoma Squamous Cell) 诊断 鉴别(diagnosis Differential)
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舌根部异位甲状腺1例
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作者 张会芳 杨红珍 肖士卿 《中国耳鼻咽喉头颈外科》 北大核心 2010年第1期32-32,共1页
异位甲状腺是一种罕见的胚胎发育异常疾病,女性多于男性,男女比例为1:3~1:8[1],舌根部的迷走异位甲状腺最常见,其发生率1/3000~1/100000,文献报道的舌根部异位甲状腺约有400多例。我院近期诊治1例,现报道如下。1临床资料患者,女,31... 异位甲状腺是一种罕见的胚胎发育异常疾病,女性多于男性,男女比例为1:3~1:8[1],舌根部的迷走异位甲状腺最常见,其发生率1/3000~1/100000,文献报道的舌根部异位甲状腺约有400多例。我院近期诊治1例,现报道如下。1临床资料患者,女,31岁,主诉咳嗽,憋气40天。 展开更多
关键词 舌异位甲状腺(Lingual Thyroid) 诊断 鉴别(diagnosis Differential)
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Clinical and Pathological Features of Riedel's Thyroiditis 被引量:4
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作者 Lin Lu Feng Gu +4 位作者 Wei-xin Dai Wu-yi Li Jie Chen Yu Xiao Zheng-pei Zeng 《Chinese Medical Sciences Journal》 CAS CSCD 2010年第3期129-134,共6页
Objective To evaluate the clinical and pathological features of Riedel's thyroiditis(RT),and current diagnostic and treatment methods for that disease.Methods Five RT cases identified by surgery and pathological e... Objective To evaluate the clinical and pathological features of Riedel's thyroiditis(RT),and current diagnostic and treatment methods for that disease.Methods Five RT cases identified by surgery and pathological examinations at Peking Union Medical College Hospital from 1985 to 2009 were analyzed and compared with the cases reported in the literature in terms of clinical and pathological features.Immunohistochemical staining of kappa and lambda light chains was carried out for RT tissues from all the five patients.Results All the five cases were females,aged 45-55 years.Elevation of serum thyroid autoantibodies was found in only one patient,who had longer disease duration than the others.Pathological examination revealed invasive fibrosclerosis of the thyroid follicles,thyroid capsule,and the surrounding tissues.In RT tissues,the number of cells containing lambda chains was a little higher than those containing kappa chains.Conclusions RT is a rare disease which might be more common in middle-aged females than in other populations.Pathological features include the destruction of thyroid follicle,extension into surrounding tissues by inflammatory cells and fibrous tissues.Immunohistochemical staining of kappa and lambda chains could help diagnose RT. 展开更多
关键词 Riedel's thyroiditis chronic fibrous thyroiditis Hashimoto's thyroiditis differential diagnosis pathological features
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DIAGNOSTIC VALUE OF SERUM INSULIN- LIKE GROWTH FACTOR BINDING PROTEIN- 3 IN CHILDREN WITH OR WITHOUT GROWTH HORMONE DEFICIENCY 被引量:4
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作者 覃舒文 史轶蘩 邓洁英 《Chinese Medical Sciences Journal》 CAS CSCD 2002年第3期160-163,共4页
OBJECTIVE: To study the value of serum insulin-like growth factor binding protein-3 (IGFBP-3) levels in differential diagnosis of growth hormone deficiency (GHD). METHODS: To measure serum IGFBP-3 levels by RIA in nor... OBJECTIVE: To study the value of serum insulin-like growth factor binding protein-3 (IGFBP-3) levels in differential diagnosis of growth hormone deficiency (GHD). METHODS: To measure serum IGFBP-3 levels by RIA in normal children and adolescents, GHD children and short-stature children without GHD. RESULTS: Serum level of IGFBP-3 in 129 children with untreated GHD and with no pubertal development was 1.6 +/- 0.9 mg/L, which was less than that in normal group of the same age, but overlapped with the normal children in Tanner stage I. After six-month treatment with recombinant human growth hormone (rhGH), serum level of IGFBP-3 in 59 GHD significantly increased from 1.3 +/- 0.7 mg/L to 2.7 +/- 0.9 mg/L, accompanied by an increase of body heights, growth velocities and serum level of IGF-1. Serum level of IGFBP-3 in 55 short-stature children without GHD was 3.3 +/- 2.2 mg/L, which was not significantly different from that in normal group. CONCLUSION: Serum IGFBP-3 level can reflect the status of GH secretion in children with GHD and is a useful marker for differential diagnosis of GHD. 展开更多
关键词 insulin like growth factor binding protein 3 growth hormone deficiency short statureObjective. To study the value of serum insulin like growth factor binding protein 3 (IGFBP 3) levels in differential diagnosis of growth hormone deficie
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