Prospective evaluation of artificial intelligence (AI) applications for use in cancer pathways following diagnosis: a systematic review by Ajay Aggarwal, Richard Sullivan, Andrew Hope, Peng Yun Ng, Sheba Macheka

“…Henceforth, the objective of our systematic review is to assess the clinical readiness and deployability of AI through evaluation of prospective studies of AI in cancer care following diagnosis.We undertook a systematic review to determine the types of AI involved and their respective outcomes. …”
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Diagnosis of Prenatal-Onset Achondrogenesis Type II by a Multidisciplinary Assessment: A Retrospective Study of 2 Cases by Wenbo Wang, Qichang Wu, Li Sun, Xiaohong Zhong, Yasong Xu, Xiaojian Xie, Zhiying Su

“…Combined with postnatal radiographic examination, the final diagnosis of achondrogenesis type II was made. Conclusion. …”
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Determination of optical fiber varieties and early diagnosis of their physical condition based on the analysis of Mandelstam–Brillouin backscatter parameters by I. V. Bogachkov

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Metagenomic next-generation sequencing for lung cancer low respiratory tract infections diagnosis and characterizing microbiome features by Yao Liu, Bohan Yang, Qi Qi, Shijie Liu, Yiheng Du, Linlin Ye, Qiong Zhou

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Influence of Age at Diagnosis and Time-Dependent Risk Factors on the Development of Diabetic Retinopathy in Patients with Type 1 Diabetes by Luis Forga, María José Goñi, Berta Ibáñez, Koldo Cambra, Marta García-Mouriz, Ana Iriarte

“…The cohort consists of 989 patients who were followed up after diagnosis for a mean of 10.1 (SD: 6.8) years. The influence of age at diagnosis, glycemic control, duration of diabetes, sex, blood pressure, lipids, BMI, and smoking is analyzed using Cox univariate and multivariate models with fixed and time-dependent variables. …”
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Integrating Data Mining, Deep Learning, and Gene Ontology Analysis for Gene Expression-Based Disease Diagnosis Systems by Sergii Babichev, Igor Liakh, Jiri Skvor

“…To our mind, the implementation of this model promises to significantly improve the efficacy of early diagnosis systems for complex diseases.…”
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Development and Evaluation of a Loop-Mediated Isothermal Amplification Assay for Diagnosis of Schistosoma mansoni Infection in Faecal Samples by Ibrahim N. Mwangi, Eric L. Agola, Robert M. Mugambi, Esther A. Shiraho, Gerald M. Mkoji

“…We describe a simple and rapid diagnostic assay, based on the loop-mediated isothermal amplification (LAMP) technology for diagnosis of S. mansoni infection in human faecal samples. …”
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Geographic Distribution of Vaccinia Virus, Diagnosis and Demographic Aspects of Affected Populations, Minas Gerais, Brazil, 2000–2023 by Pedro H. B. e Silva, Maycon D. de Oliveira, Iara M. de Almeida, Iago J. S. Domingos, Ana G. Stoffella-Dutra, Galileu Barbosa Costa, Jaqueline S. de Oliveira, Felipe C. M. Iani, Márcio R. de Castro, Jonatas S. Abrahão, Erna G. Kroon, Giliane de S. Trindade

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Casing Vibration Fault Diagnosis Based on Variational Mode Decomposition, Local Linear Embedding, and Support Vector Machine by Yizhou Yang, Dongxiang Jiang

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Accuracy of Deep Learning Algorithms for the Diagnosis of Retinopathy of Prematurity by Fundus Images: A Systematic Review and Meta-Analysis by Jingjing Zhang, Yangyang Liu, Toshiharu Mitsuhashi, Toshihiko Matsuo

“…The application of a DL-based automated system may improve ROP screening and diagnosis in the future.…”
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ThyroNet-X4 genesis: an advanced deep learning model for auxiliary diagnosis of thyroid nodules’ malignancy by Xiaoxue Wang, Yupeng Niu, Hongli Liu, Fa Tian, Qiang Zhang, Yimeng Wang, Yeju Wang, Yijia Li

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Diagnostic Dilemma in a Young Woman with Acute Headache: Delayed Diagnosis of Third Ventricular Colloid Cyst with Hydrocephalus by Jasem Y. Al-Hashel, Azza A. H. Rady, Doaa Y. Soliman, Periasamy Vembu

“…To highlight the importance of early diagnosis of colloid cyst of the third ventricle and its early management. …”
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Design and validation of ultra-compact metamaterial-based biosensor for non-invasive cervical cancer diagnosis in terahertz regime. by Musa N Hamza, Mohammad Tariqul Islam, Sunil Lavadiya, Iftikhar Ud Din, Bruno Sanches, Slawomir Koziel, Md Shabiul Islam

“…Extensive numerical investigations corroborate its ability to carry out reliable early-stage cervical cancer diagnosis. This includes identification of the spatial extent of the malignant tissue. …”
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Contribution of Patch Tests with Occupational Handled Products in the Diagnosis of Occupational Contact Dermatitis: A 10-year Review by A. Aloui, M. Maoua, S. El Guedri, A. Moussa, M. Bouhoula, A. Chouchene, I. Kacem, A. Brahem, N. Ghariani, H. Kalboussi, O. El Maalel, S. Chatti, M. Denguezli, N. Mrizek

“…Allergic contact dermatitis (ACD) is a common occupational disease. Its diagnosis is essentially based on interrogation and patch tests. …”
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Factors Affecting the Accuracy of Endoscopic Ultrasonography in the Diagnosis of Early Gastric Cancer Invasion Depth: A Meta-analysis by Ding Shi, Xiao-xia Xi

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Rolling Bearing Fault Diagnosis Based on Domain Adaptation and Preferred Feature Selection under Variable Working Conditions by Xiao Yu, Wei Chen, Chuanlong Wu, Enjie Ding, Yuanyuan Tian, Haiwei Zuo, Fei Dong

“…In real industrial scenarios, with the use of conventional machine learning techniques, data-driven diagnosis models have a limitation that it is difficult to achieve the desirable fault diagnosis performance, and the reason is that the training and testing datasets are assumed to have the same feature distributions. …”
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Opinions on Dental Erosive Lesions, Knowledge of Diagnosis, and Treatment Strategies among Norwegian Dentists: A Questionnaire Survey by Aida Mulic, Simen Vidnes-Kopperud, Anne B. Skaare, Anne Bjørg Tveit, Alix Young

“…This study aimed to investigate dentists’ general experience, knowledge about diagnosis, and treatment of dental erosive wear in young adults. …”
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Effect of The Duration of The Diagnosis on DNA Methylation Changes in Three Different Diabetic Genes in Type 2 Diabetes Mellitus by Harem Othman Smail

“…Patients with type 2 diabetes, particularly those who had just received a diagnosis, showed higher levels of methylation than the control group. …”
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