A Deep Transfer Learning Method for Bearing Fault Diagnosis Based on Domain Separation and Adversarial Learning by Shoubing Xiang, Jiangquan Zhang, Hongli Gao, Dalei Shi, Liang Chen

“…In engineering practice, it is often difficult or even impossible to obtain a large amount of labeled data from some machines, and an intelligent diagnostic method trained by labeled data from one machine may not be able to classify unlabeled data from other machines, strongly hindering the application of these intelligent diagnostic methods in certain industries. …”
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Rapidly Destructive Inflammatory Arthritis of the Hip by Jenny Shu, Ian Ross, Bret Wehrli, Richard W. McCalden, Lillian Barra

“…Rapidly destructive coxarthrosis (RDC) is a rare syndrome that involves aggressive hip joint destruction within 6–12 months of symptom onset with no single diagnostic laboratory, pathological, or radiographic finding. …”
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A giant degenerative uterine leiomyoma mimicking an ovarian neoplasm: Case report by Van Trung Hoang, The Huan Hoang, Hoang Anh Thi Van, Ngoc Trinh Thi Pham, Vichit Chansomphou, Thanh Tam Thi Nguyen, Cong Thao Trinh, Duc Thanh Hoang

“…Certain types of uterine leiomyomas, such as pedunculated subserosal myomas or large degenerating cystic myomas, may closely mimic ovarian tumors, leading to significant diagnostic and management challenges. In this report, we present the case of a 47-year-old woman who experienced severe dyspnea and abdominal distension. …”
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De Garengeot’s Hernia: Two Case Reports with Correct Preoperative Identification of the Vermiform Appendix in the Hernia by Zhaosheng Jin, Muhammad Rafiz Imtiaz, Henry Nnajiuba, Suzette Samlalsingh, Akinyede Ojo

“…Both patients recovered without complications. Routine diagnostic imaging modalities such as ultrasonography and standard CT have previously shown little success in identifying de Garengeot’s hernia preoperatively. …”
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Thyrotoxicosis after COVID-19 Infection with a Delay in Graves’ Disease Antibody Positivity by Dennis C. Boyle, Jamie A. Mullally

“…Most notable in this case is the feature of delayed GD antibody positivity: the diagnostic immunoassay for GD resulted negative one and two months after infection, but was ultimately positive three months after infection. …”
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Effective Treatment of a Malignant Breast Phyllodes Tumor with Doxorubicin-Ifosfamide Therapy by Shinya Yamamoto, Shigeru Yamagishi, Toshiro Kohno, Ryosuke Tajiri, Toshikazu Gondo, Noboru Yoshimoto, Nobuko Kusano

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The rise of artificial intelligence in vascular surgery: A bibliometric analysis (2020-2024) by Ufuk Demirkilic, Burcu Tosun

“…Key themes include risk assessment, diagnostic methods, and patient management, highlighting AI's role in enhancing diagnostic accuracy, treatment planning, and patient outcomes in vascular surgery. …”
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Peran Narrow Band-Imaging pada Karsinoma Nasofarings by Priyanto ., Camelia Herdini

“…This creates on better opportunity of clinician to do more invasive diagnostic testing at earlier stage of the cancer.<br />Keywords:Narrow Band-Imaging, Nasopharyngeal carcinoma, Endoscopy</p>…”
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Promyelocytic Leukemia with No Retinoic Acid Receptor Alpha Abnormality but with RUNX1T1 Insertion to Chromosome 7q: A Classification and Management Dilemma by Kathleen Overholt, Terri L. Guinipero, Nyla A. Heerema, Michael R. Loken, Samir B. Kahwash

“…The diagnostic challenges and urgent management issues this unusual case raises may justify including it, along with similar cases, in a separate subtype of acute myeloid leukemia (AML) in future classifications.…”
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Anterior Chamber Angle Shape Analysis and Classification of Glaucoma in SS-OCT Images by Soe Ni Ni, J. Tian, Pina Marziliano, Hong-Tym Wong

“…It showed that the proposed approach has promising potential to become a computer aided diagnostic tool for angle closure glaucoma (ACG) disease.…”
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Application of HPLC Combined with Laser Induced Fluorescence for Protein Profile Analysis of Tissue Homogenates in Cervical Cancer by Sujatha Bhat, Ajeetkumar Patil, Lavanya Rai, V. B. Kartha, Santhosh Chidangil

“…Discrimination of different stages of the samples was carried out by considering three parameters—scores of factor, spectral residual, and Mahalanobis Distance. Diagnostic accuracy of the method was evaluated using Receiver Operating Characteristic (ROC) analysis, and Youden's index (J) plots. …”
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Delayed Speech in Children as a Symptom; Socio-demographic Features and Accompanying Clinical Diagnosis by Damla Eyuboglu, Murat Eyuboglu

“…The aim of this study was to review the clinical diagnosis of children with delayed speech who were referred to the pediatric psychiatry clinic and conduct a comparative study on the diagnostic groups in terms of their sociodemographic characteristics. …”
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Review of celiac disease in the pediatric population by Aleksandra Strawińska, Maria Wydro, Magdalena Grotowska, Martyna Łukasiewicz

“…Recent advances in diagnostic methods and raising awareness of this disorder have improved detection rates, but many cases remain undiagnosed due to the disease's multifaceted presentation. …”
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Paediatric one-day admission: why and is it necessary? by Jing Zhan Lock, Zi Xean Khoo, Jen Heng Pek

“…An unnecessary admission was defined as one with no diagnostic test ordered, intravenous medication administered, therapeutic procedure performed or specialty review made in the inpatient unit. …”
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Case Report of Successful Childbearing after Conservative Surgery for Cervical Mullerian Adenosarcoma by Seiji Kanayama, Masako Nakamura, Hidekazu Oi, Sumire Sugimoto, Yoshikazu Sasaki, Tomoko Uchiyama, Chiho Ohbayashi, Hiroshi Kobayashi

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Cause-Effect Relationships between Painful TMD and Postural and Functional Changes in the Musculoskeletal System: A Preliminary Report by Adam Andrzej Garstka, Monika Brzózka, Aleksandra Bitenc-Jasiejko, Roman Ardan, Helena Gronwald, Piotr Skomro, Danuta Lietz-Kijak

“…Myofascial pain was diagnosed on the basis of diagnostic criteria for temporomandibular disorders (RDC/TMD Ia and Ib). …”
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Beneficial Effects of Combining Computed Tomography Enteroclysis/Enterography with Capsule Endoscopy for Screening Tumor Lesions in the Small Intestine by Hiroaki Shibata, Shinichi Hashimoto, Kensaku Shimizu, Ryo Kawasato, Tomohiro Shirasawa, Takayuki Yokota, Hideko Onoda, Takeshi Okamoto, Jun Nishikawa, Naofumi Matsunaga, Isao Sakaida

“…The diagnostic accuracy rate was also significantly higher in CTE/CE versus CTE (100% versus 95.9%, P=0.043). …”
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Automatic segmentation model and machine learning model grounded in ultrasound radiomics for distinguishing between low malignant risk and intermediate-high malignant risk of adnex... by Lu Liu, Wenjun Cai, Feibo Zheng, Hongyan Tian, Yanping Li, Ting Wang, Xiaonan Chen, Wenjing Zhu

“…The model significantly improved the diagnostic accuracy of less-experienced radiologists. …”
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Diagnosis of Superficial Gastric Lesions Together with Six Gastric Lymphoma Cases via Probe-Based Confocal Laser Endomicroscopy: A Retrospective Observational Study by Qian Chen, Heng-Hui Cheng, Shuang Deng, Dong Kuang, Chang Shu, Li Cao, Guang-Quan Liao, Qiao-Zhen Guo, Qi Zhou

“…CLE reports were compared to histopathological reports to evaluate the diagnostic ability, including sensitivity, specificity, positive predictive value (PPV), negative predictive value (NPV), and diagnostic accuracy. …”
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The Diagnosis Value of a Novel Model with 5 Circulating miRNAs for Liver Fibrosis in Patients with Chronic Hepatitis B by Qingqing Zhang, Qidi Zhang, Binghang Li, Ying Qu, Zhenghong Li, Lungen Lu, Rongzhou Li, Xiaobo Cai

“…The multivariate logistic regression analysis identified that a model of five miRNAs (miR-5) had a high diagnostic accuracy in discrimination of different stages of liver fibrosis. …”
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