multimodal

多式联运
  • 文章类型: Journal Article
    人际同步作为移情的生物标志物被越来越多地研究,治疗联盟,和治疗结果。然而,大多数研究平均会议数据,在同步性和实际互动之间留下了很大程度上未被探索的关联。我们的目标是展示一种新颖的方法,以检查特定微过程中的同步:创新时刻(IM)作为客户异常的标记\“有问题的含义模式。
    在1例心理动力学心理治疗的15个疗程中记录了皮肤电活动。使用自适应匹配插值相关性(AMICo)算法计算患者-治疗师的时刻同步。创新时刻编码系统用于以精确的时间识别会话转录本中的IM。进行Monte-Carlo置换测试以检查生理同步性与增加复杂性的IM水平(水平1-3)之间的关联。
    在3级IMs(p=0.046;d=0.21)期间出现了高于随机的同步,但在较低级别中未出现。事后定性分析将高同步性与3级IM的子过程联系起来,如积极的对比和变化的归因。
    我们的发现表明,有可能将时刻的生理共同调节与理论上确定的意义形成过程联系起来。虽然对这些观察结果的概括是不适当的,这项工作证明了多模式方法在研究心理治疗方面的强大而有希望的应用,提供对临床病例和采用的理论模型的见解。
    UNASSIGNED: Interpersonal synchronization is increasingly studied as a biomarker of empathy, therapeutic alliance, and treatment outcome. However, most studies average data over sessions, leaving associations between synchrony and actual interactions largely unexplored. We aim to showcase a novel approach examining synchronization during specific micro-processes: Innovative Moments (IM) as markers of exceptions to clients\' problematic patterns of meaning.
    UNASSIGNED: Electrodermal activity was recorded over 15 sessions of a psychodynamic psychotherapy single case. Moment-to-moment patient-therapist synchrony was calculated using the Adaptive Matching Interpolated Correlations (AMICo) algorithm. The Innovative Moments Coding System was utilized to identify IMs within session transcripts with precise timing. Monte-Carlo permutation tests were conducted to examine the association between physiological synchrony and IM Levels of increasing complexity (Levels 1-3).
    UNASSIGNED: Higher-than-random synchronization emerged during Level 3 IMs (p = 0.046; d = 0.21) but not in lower Levels. Post-hoc qualitative analyses linked high synchrony to sub-processes of Level 3 IMs, such as positive contrasts and attributions for change.
    UNASSIGNED: Our findings show it is possible to link moment-by-moment physiological co-regulation to theoretically identified meaning-making processes. While generalization of these observations is undue, this work demonstrates a robust and promising application of a multimodal approach to investigating psychotherapy, providing insights into both the clinical case and the theoretical model adopted.
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  • 文章类型: Journal Article
    本文详细介绍了收购,MultiCaRe数据集的结构和预处理,一个多模式病例报告数据集,其中包含1990年至2023年期间的75,382篇开放访问PubMedCentral文章的数据。该数据集包括96,428例临床病例,135,596张图片,以及它们相应的标签和标题。数据提取使用不同的API和软件包,如Biopython,请求,美丽的汤,用于PMC和EuropePMCRESTfulAPI的BioCAPI。图像标签是根据其相应标题的内容创建的,通过使用SparkNLPforHealthcare和手动注释。使用OpenCV对图像进行了预处理,以删除包含多个图像的边界和分割图形,数据进行了分析和描述,并随机选择一个子集进行质量评估.数据集的结构允许无缝集成不同类型的数据,使其成为培训或微调医学语言的宝贵资源,计算机视觉或多模态模型。
    This paper details the acquisition, structure and preprocessing of the MultiCaRe Dataset, a multimodal case report dataset which contains data from 75,382 open access PubMed Central articles spanning the period from 1990 to 2023. The dataset includes 96,428 clinical cases, 135,596 images, and their corresponding labels and captions. Data extraction was performed using different APIs and packages such as Biopython, requests, Beautifulsoup, BioC API for PMC and EuropePMC RESTful API. Image labels were created based on the contents of their corresponding captions, by using Spark NLP for Healthcare and manual annotations. Images were preprocessed with OpenCV in order to remove borders and split figures containing multiple images, data were analyzed and described, and a subset was randomly selected for quality assessment. The dataset\'s structure allows for seamless integration of different types of data, making it a valuable resource for training or fine-tuning medical language, computer vision or multi-modal models.
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  • 文章类型: Journal Article
    复杂区域疼痛综合征是一种慢性衰弱性疼痛障碍,难以治疗,部分原因是其临床表现异质性和缺乏明确定义的病理生理学。患者通常需要多学科的治疗方法,这可能需要药物治疗,物理治疗,行为疗法,和介入疼痛程序,比如交感神经阻滞,脊髓刺激,和背根神经节刺激。然而,许多患者继续经历这些多模式策略难以治疗的疼痛.加扰器疗法(ST)是一种通过皮肤电极应用的神经调节的非侵入性方法,并且可以通过刺激C纤维和用合成的非伤害性信号代替内源性疼痛信号来缓解慢性神经性疼痛。尽管已经报道了使用ST治疗几种类型的难治性中枢和周围神经性疼痛,关于使用ST治疗复杂区域疼痛综合征的数据很少.我们介绍了两名患有右下肢复杂区域疼痛综合征的患者,每个人都接受了ST,并且疼痛得到了显着缓解,功能和生活质量得到了改善。
    Complex regional pain syndrome is a chronic debilitating pain disorder that is difficult to manage, in part due to its heterogeneous clinical presentation and lack of clearly defined pathophysiology. Patients usually require a multidisciplinary approach to treatment, which can entail pharmacotherapy, physical therapy, behavioral therapy, and interventional pain procedures, such as sympathetic nerve blocks, spinal cord stimulation, and dorsal root ganglion stimulation. However, many patients continue to experience pain refractory to these multimodal strategies. Scrambler therapy (ST) is a noninvasive method of neuromodulation that is applied through cutaneous electrodes, and can alleviate chronic neuropathic pain by stimulating C-fibers and replacing endogenous pain signals with synthetic non-nociceptive signals. Although the use of ST has been reported for several types of refractory central and peripheral neuropathic pain, there is a paucity of data regarding the use of ST for complex regional pain syndrome. We present two patients with complex regional pain syndrome of the right lower extremity, who each underwent ST and experienced significant pain relief and improvement in function and quality of life.
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  • 文章类型: Case Reports
    一名非小细胞肺癌脑转移患者,在EGFR基因中呈现非典型外显子20突变,在少发病变的奥希替尼和立体定向放疗的多式模态治疗中,有一个持久的肿瘤对照。大多数外显子-20突变对第一,第二代和第三代EGFR定向TKI。这个病例在我们的分子肿瘤委员会上进行了讨论。由于尚未获得更具体的外显子-20靶向治疗,以及第三代EGFR定向TKI的零星短期反应,奥希替尼被描述,患者开始服用奥希替尼.她对奥希替尼的肿瘤反应延长。患者在开始药物治疗32个月后仍无症状。该病例证实,并非所有外显子20EGFR突变均等于奥希替尼,并且在治疗EGFR突变的NSCLC时,外显子20插入突变的定位可能很重要。通过对局灶性进行性病变进行立体定向放射治疗可以维持长期临床益处。
    A non-small-cell-lung-cancer patient with cerebral metastasis presenting an atypical exon 20 mutation in the EGFR gene had a long-lasting tumor cotrol on mulimodal treatment with osimertinib and stereotaxic radiotherapy on oligoprogressing lesions. Most exon-20 mutations are resistant to first, second and third generation EGFR-directed TKI. This case was discussed on our molecular tumour board. As the more specific exon-20 targeted therapies were not yet available and as sporadic short responses on the third generation EGFR-directed TKI, osimertinib had been described, the patient started osimertinib. She had a prolonged tumoral response on Osimertinib. The patient is still asymptomatic up to 32 months after initiating the medication. This case confirms that not all exon20 EGFR mutations are equal to osimertinib and that the localization of the exon 20 insertion mutation is probably important to consider when treating EGFR mutated NSCLC. The long-term clinical benefit can be maintained through stereotactic radiotherapy on focal progressive lesions.
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  • 文章类型: Journal Article
    养老院(NHs)中的老年痴呆症(PWD)患者往往认知功能下降,这可能会导致痴呆(BPSD)的行为和心理症状,并阻碍日常生活活动(ADLs)。因此,采取措施预防NH和PWD的认知能力下降,反过来,BPSD和ADLs的下降至关重要。这项研究的目的是测试多模式非药物干预(MNPI)是否有效维持和改善全球认知功能,BPSD,和NHs中PWD中的ADL。
    在NHs的三名受试者中进行了使用单病例AB设计的干预研究。在非干预阶段,参与者接受了后续评估,在干预阶段,他们参加了MNPI。ABC痴呆症量表(同时评估ADL[\“A\”],BPSD[\"B\"],和认知功能[\“C\”])用于评估。
    三位患者中的一位表现出痴呆严重程度的改善,全局认知功能,ADLs,和BPSD。然而,另外两名参与者在MNPI之后没有任何改善,虽然维持效果的可能性仍然存在。
    虽然MNPI还有改进的空间,它可以有效地维持和改善认知功能,ADLs,和BPSD,在NHs的PWD中。
    大学医院医疗信息网络临床试验注册(http://www.乌明。AC.jp/,不。UMIN000045858,注册日期:2021年11月1日)。
    Older people with dementia (PWD) in nursing homes (NHs) tend to have decreased cognitive function, which may cause behavioral and psychological symptoms of dementia (BPSDs) and hinder activities of daily living (ADLs). Therefore, taking measures against the cognitive decline of PWD in NH and, in turn, the decline of BPSDs and ADLs is crucial. The purpose of this study was to test whether a multimodal non-pharmacological intervention (MNPI) is effective in maintaining and improving global cognitive function, BPSDs, and ADLs in PWD in NHs.
    An intervention study using a single-case AB design was conducted in three subjects in NHs. During the non-intervention phase, participants underwent follow-up assessments, and during the intervention phase, they participated in an MNPI. The ABC Dementia Scale (which concurrently assesses ADLs [\"A\"], BPSDs [\"B\"], and cognitive function [\"C\"]) was used for the assessment.
    One of the three patients showed improvement in dementia severity, global cognitive function, ADLs, and BPSDs. However, the other two participants showed no improvement following the MNPI, although the possibility of a maintenance effect remained.
    Although there is room for improvement of the MNPI, it may be effective in maintaining and improving cognitive function, ADLs, and BPSD, in PWD in NHs.
    The University Hospital Medical Information Network Clinical Trials Registry ( http://www.umin.ac.jp/ , No. UMIN000045858, registration date: November 1, 2021).
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  • 文章类型: Journal Article
    侵入颅底的软组织肉瘤(STS)很少见,很少有数据指导手术治疗。在这里,我们旨在确定影响T4期头颈部STS患者颅底的肿瘤控制率和生存率的因素。STS患者的回顾性研究,1994年至2017年间在我们机构进行了手术治疗。收集变量并针对无进展生存期进行评估。使用国家癌症中心联合会(FNCLCC)系统对肿瘤进行分级。共纳入51例患者(平均年龄35岁),其中17例(33.3%)患者为FNCLCC1、8级(15.7%)为FNCLCC2级和26(51%)为FNCLCC3级。中位PFS为236.4个月,而5年和10年PFS分别为44%和17%,分别。17例(33.3%)患者复发。局部复发10例(58.8%)。单变量分析显示,R0切除对放疗初治患者的肿瘤控制有接近显著的影响。否则,既往放疗(HR6.221,CI1.236-31.314)和海绵窦受累(HR14.464,CI3.326-62.901)是PFS的阴性预测因子.治疗失败的最常见原因是局部复发。在颅底受累的T4期头颈部STS中,FNCLCC等级,辐射状态,在确定整体治疗策略时,应考虑解剖扩散。
    Soft tissue sarcomas (STS) invading the skull base are rare with little data to guide surgical management. Here we aimed to determine the factors affecting tumor control rates and survival in patients with T4 stage head and neck STS involving the skull base. A retrospective review of STS patients, surgically treated at our institution between 1994 and 2017 was conducted. Variables were collected and assessed against progression-free survival. Tumors were graded using the Fédération Nationale des Centres de Lutte Contre le Cancer (FNCLCC) system. A total of 51 patients (mean age of 35) were included, of whom 17 (33.3%) patients were FNCLCC grade 1, 8 (15. 7%) were FNCLCC grade 2 and 26 (51%) were FNCLCC grade 3. The median PFS was 236.4 months while the 5- and 10-year PFS rates were 44% and 17%, respectively. Recurrence occurred in 17 (33.3%) patients. Local recurrence occurred in 10 (58.8%). Univariate analysis revealed R0 resection had a near-significant impact on tumor control in radiation-naïve patients. Otherwise, prior radiation (HR 6.221, CI 1.236-31.314) and cavernous sinus involvement (HR 14.464, CI 3.326-62.901) were negative predictors of PFS. The most common cause of treatment failure was local recurrence. In T4 stage head and neck STS with skull-base involvement, FNCLCC grade, radiation status, and anatomic spread should be considered in determining the overall treatment strategy.
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    文章类型: Journal Article
    我们报告了一例混合性痴呆患者成功采用个性化多模式治疗的病例。单一疗法不足以治疗阿尔茨海默病(AD)和混合性痴呆;因此,我们通过自适应个性化多模态程序进行治疗。许多多式联运方案是预先确定的,因此,可能无法解决每个特定个体认知能力下降的潜在原因。有针对性的组合,个性化,使用多模式计划的精准医学方法有望在多因素痴呆治疗中优于单一疗法和非靶向多模式疗法。在这个案例研究中,我们描述了诊断为AD的患者的成功治疗,使用多模态,programmal,精准医学干预包括针对多发性痴呆患者的治疗。我们描述了在这种情况下使用的具体干预措施,这些干预措施来自AD精准医学的综合方案。治疗后,我们的病人证明了定量神经心理学测试的改善,容积神经成像,PET扫描,和血清化学物质,在3.5年内伴随症状改善。这一案例结果支持了对全面的严格审判的必要性,有针对性的联合疗法来稳定,恢复,并预防具有潜在许多潜在原因的个体的认知能力下降和痴呆。我们的多模式治疗包括个性化治疗,以解决每个潜在的神经可塑性扰动。特别是,神经炎症和代谢子系统影响认知功能和海马体积。在这位患有原发性胆汁性胆管炎(PBC)多患病成分的患者中,我们引入了个性化的饮食,有助于减少肝脏炎症。一起,多模式治疗的所有这些组成部分均显示出持续的功能和认知益处.多模式疗法可能对所有痴呆症都有全系统的益处,特别是在多发病的背景下。此外,这些疗法提供了广泛的健康益处,许多影响认知功能的因素,如炎症,也影响其他系统。
    We report a case of a patient with mixed dementia successfully treated with a personalized multimodal therapy. Monotherapeutics are inadequate for the treatment of Alzheimer\'s disease (AD) and mixed dementia; therefore, we approach treatment through an adaptive personalized multimodal program. Many multimodal programs are pre-determined, and thus may not address the underlying contributors to cognitive decline in each particular individual. The combination of a targeted, personalized, precision medicine approach using a multimodal program promises advantages over monotherapies and untargeted multimodal therapies for multifactorial dementia. In this case study, we describe successful treatment for a patient diagnosed with AD, using a multimodal, programmatic, precision medicine intervention encompassing therapies targeting multiple dementia diastheses. We describe specific interventions used in this case that are derived from a comprehensive protocol for AD precision medicine. After treatment, our patient demonstrated improvements in quantitative neuropsychological testing, volumetric neuroimaging, PET scans, and serum chemistries, accompanied by symptomatic improvement over a 3.5-year period. This case outcome supports the need for rigorous trials of comprehensive, targeted combination therapies to stabilize, restore, and prevent cognitive decline in individuals with potentially many underlying causes of such decline and dementia. Our multimodal therapy included personalized treatments to address each potential perturbation to neuroplasticity. In particular, neuroinflammation and metabolic subsystems influence cognitive function and hippocampal volume. In this patient with a primary biliary cholangitis (PBC) multimorbidity component, we introduced a personalized diet that helped reduce liver inflammation. Together, all these components of multimodal therapy showed a sustained functional and cognitive benefit. Multimodal therapies may have systemwide benefits on all dementias, particularly in the context of multimorbidity. Furthermore, these therapies provide generalized health benefits, as many of the factors - such as inflammation - that impact cognitive function also impact other systems.
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    文章类型: Journal Article
    OBJECTIVE: This case is designed to aid practitioners in understanding the potential role of multi-modal care with vibration rehabilitative exercise for a complete ACL tear in a high-level Poomsae athlete.
    METHODS: A 16-year-old male world-class Poomsae athlete presented with a right ACL rupture and LCL sprain. An extensive clinical examination and imaging confirmed a right grade 3 ACL tear. Due to the complete tear and impending participation in World Championships, a pre-operative rehabilitation strategy was implemented with treatment modalities aimed to accelerate return-to-play.
    CONCLUSIONS: An appropriate clinical history and physical examination of the knee is required when instability is present. Imaging is indicated when testing criteria are positive. Clinicians should be aware that multiple therapies can each serve a role in conservative care to better suit patient demands, especially at high levels of sport. In the article, the author proposes a tailored protocol using vibration rehabilitative exercise, bracing, vibration therapy, neuromuscular electrical stimulation, and laser to improve healing and sport-specific outcomes.
    OBJECTIVE: Le présent exposé de cas vise à aider les praticiens à comprendre le rôle que pourrait jouer le traitement multimodal associé à des exercices de rééducation par vibrations chez un athlète de haut calibre pratiquant le poomsae ayant subi une déchirure complète du LCA.
    UNASSIGNED: Un athlète de 16 ans de calibre international, pratiquant le poomsae, avait subi une déchirure du LCA droit et une entorse du ligament latéral externe (LLE). Un examen clinique approfondi et un examen par imagerie ont confirmé une déchirure du LCA droit de grade 3. Comme il s’agissait d’une déchirure complète et que la participation de l’athlète aux championnats internationaux était imminente, on a opté pour une rééducation préopératoire et des modalités thérapeutiques pour accélérer le retour au jeu de l’athlète.
    UNASSIGNED: Un examen du tableau clinique et un examen physique du genou s’avèrent nécessaires en cas de genou instable. Un examen par imagerie est indiqué lorsque les critères d’instabilité sont satisfaits. Les cliniciens devraient savoir qu’on pourrait avoir recours à une approche multimodale lorsqu’on envisage un traitement conservateur pour mieux répondre aux besoins du patient, en particulier ceux qui pratiquent des sports de haut niveau. L’auteur de l’article propose un protocole personnalisé comprenant des exercices de rééducation par vibrations, le port d’une attelle, un traitement par vibrations, la neurostimulation électrique transcutanée et des traitements par laser pour favoriser la guérison et l’obtention de résultats axés sur ce sport en particulier.
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  • 文章类型: Case Reports
    暂无摘要。
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  • DOI:
    文章类型: Journal Article
    UNASSIGNED: The purpose of this study is to review the pain and functional outcomes of a multimodal intervention in three patients with knee osteoarthritis (OA). This study explores how manual therapy can be delivered within an evidence-based framework for the management of knee OA.
    UNASSIGNED: Medical records were reviewed for three patients with knee OA who underwent a standardized multimodal intervention including education, exercise, and manual therapy. Changes in pain intensity and function from baseline to post-intervention were calculated and compared to thresholds for minimal clinically important differences.
    UNASSIGNED: One participant met the threshold for clinically significant improvement in pain and two participants for function. No adverse events were reported.
    UNASSIGNED: Combined education, exercise, and manual therapy delivered over a 6-week period improved function in two of the three patients reviewed. Higher quality research is required to explore whether this multimodal intervention may improve outcomes in individuals with knee OA.
    UNASSIGNED: Le but de cette étude est d’examiner les résultats en matière de douleur et de fonction d’une intervention multimodale chez trois patients atteints d’arthrose du genou. Cette étude explore comment la thérapie manuelle peut être dispensée dans un cadre fondé sur des données probantes pour la prise en charge de l’arthrose du genou.
    UNASSIGNED: On a examiné les dossiers médicaux de trois patients atteints d’arthrose du genou qui ont subi une intervention multimodale normalisée comprenant l’éducation, l’exercice et la thérapie manuelle. Les changements concernant l’intensité de la douleur et la fonction entre le début et la fin de l’intervention ont été calculés et comparés aux seuils pour connaître les différences minimales importantes sur le plan clinique.
    UNASSIGNED: Un participant a atteint le seuil d’amélioration significative du point de vue clinique pour ce qui est de la douleur et deux participants pour ce qui est de la fonction. Aucun effet indésirable n’a été signalé.
    UNASSIGNED: L’éducation, l’exercice et la thérapie manuelle combinés sur une période de six semaines ont amélioré les fonctions chez deux des trois patients examinés. Des recherches de meilleure qualité sont nécessaires pour déterminer si cette intervention multimodale peut améliorer les résultats chez les personnes atteintes d’arthrose du genou.
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