Verification of subclinical carotid atherosclerosis as part of risk stratification in overweight and obesity: the role of machine learning in the development of a diagnostic algori... by M. A. Druzhilov, T. Yu. Kuznetsova, D. V. Gavrilov, A. V. Gusev

“…Mathematical models created using ML methods are characterized by a predictive value from 75 to 97% with a sensitivity of 77 to 92% and a specificity of 80 to 98%.Conclusion. …”
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Cystatin C and uncontrolled hypertension by Mehmet Onur Omaygenç, Özgür Ulaş Özcan, Beytullah Çakal, Oğuz Karaca

“…We investigated the predictive value of serum cystatin C for controlling hypertension in an observational study. …”
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Standardized droplet preamplification method for downstream circulating cell-free DNA analysis by Colin Skeen, Erica D. Pratt

“…Combined analysis of ccfDNA and ctDNA has demonstrated prognostic and predictive value in metastatic disease. However, localized tumors shed significantly less ccfDNA/ctDNA and accurate detection remains a technical challenge. …”
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Postprocessing Method for Enhanced Left Ventricular Thrombus Detection in Echocardiography by Marina Leitman, Vladimir Tyomkin

“…Our method demonstrated a sensitivity of 100% and a specificity of 83%, with a negative predictive value of 100% for ruling out thrombus. There was a strong correlation in thrombus detection/ruling out between LVTDM and contrast echocardiography. …”
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Investigating Torsin‐1A‐interacting protein 1 as a predictive and immunological biomarker in cancer by Gurleen Kaur, Gurparsad Singh Suri, Dheeraj Shinde

“…The results of our study highlight the potential predictive value of TOR1AIP1 in cancer prognosis and therapy. …”
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A Multi-Model Machine Learning Framework for Identifying Raloxifene as a Novel RNA Polymerase Inhibitor from FDA-Approved Drugs by Nhung Thi Hong Van, Minh Tuan Nguyen

“…Using the PubChem dataset AID 588519, our ensemble models achieved the highest performance with accuracy, ROC-AUC, and F1 scores higher than 0.70, while the CNN model demonstrated complementary predictive value with a specificity of 0.77 on external validation. …”
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Pathway-specific engineered mouse allograft models functionally recapitulate human serous epithelial ovarian cancer. by Ludmila Szabova, Sujata Bupp, Muhaymin Kamal, Deborah B Householder, Lidia Hernandez, Jerome J Schlomer, Maureen L Baran, Ming Yi, Robert M Stephens, Christina M Annunziata, Philip L Martin, Terry A Van Dyke, Zoe Weaver Ohler, Simone Difilippantonio

“…One of the rate limiting factors for translation of new drug discoveries into clinical treatments has been the lack of suitable preclinical cancer models with high predictive value. We previously generated genetically engineered mouse (GEM) models based on perturbation of Tp53 and Rb with or without Brca1 or Brca2 that develop serous epithelial ovarian cancer (SEOC) closely resembling the human disease on histologic and molecular levels. …”
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The diagnostic value of core needle biopsy in cervical cancer: A retrospective analysis. by Massimiliano Lia, Lars-Christian Horn, Paulina Sodeikat, Michael Höckel, Bahriye Aktas, Benjamin Wolf

“…Histological subtype, lymphovascular space invasion and tumor grade could have a prognostic and predictive value for patients' outcome and the knowledge of these histologic characteristics may influence clinical decision making. …”
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K-ras mutation predictive significance in platinum based chemotherapeutic protocols in patients with advanced non-small cell lung cancer by Cvetković Gordana, Plavec Goran, Tomić Ilija, Ilić Vesna, Magić Zvonko, Tatomirović Željka, Novković Dobrivoje, Milić Rade, Karličić Vukojica

“…There was no significant predictive value for therapeutic response of K-ras mutations for advanced non-small cell lung cancer.…”
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Predictors of cochlear implant outcomes in pediatric auditory neuropathy: A matched case-control study. by Zahra Jafari, Elizabeth M Fitzpatrick, David R Schramm, Isabelle Rouillon, Amineh Koravand

“…However, there is limited evidence regarding factors that hold predictive value for intervention outcomes.<h4>Design</h4>This retrospective case-control study consisted of 66 children with CIs, including 22 with ANSD and 44 with sensorineural hearing loss (SNHL) matched on sex, age, age at CI activation, and the length of follow-up with CIs (1:2 ratio). …”
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Identifying Lesbian, Gay, Bisexual, and Transgender Search Terminology: A Systematic Review of Health Systematic Reviews. by Joseph G L Lee, Thomas Ylioja, Mellanye Lackey

“…Future work should attempt to enhance the positive predictive value of LGBT health searches. Our findings can assist LGBT health reviewers in capturing the diversity of LGBT terminology when searching.…”
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MRI Biomarkers for Hand-Motor Outcome Prediction and Therapy Monitoring following Stroke by U. Horn, M. Grothe, M. Lotze

“…Whereas functional connectivity parameters have demonstrated varying results on their predictive value for hand-motor outcome, corticospinal integrity evaluation using structural imaging showed robust and high predictive power for patients with different levels of impairment. …”
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Detecting diabetic retinopathy exudates in fundus images using fuzzy c-means (FCM) by Tahreer Dwickat, Hadi Hamad

“…The overall detection performance is evaluated through measuring sensitivity, specificity, positive predictive value (PPV), positive likelihood ratio (PLR) and accuracy. …”
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Il profilo del partner maltrattante by Luca Cimino

“…In most cases, however, violent behavior does not arise suddenly but has been heralded by a series of overt and covert attitudes with a nonnegligible predictive value. Although it is not possible to identify a prototypical psycho(patho)logical profile of the abusive partner, against whom in the vast majority of cases it is not possible to find a defined clinical condition, nevertheless it seems possible to detect in the IPV perpetrators a common denominator that feeds a “perverse” dimension of the interpersonal relationship in which, that is, it is possible to identify a distortion of the functioning of “object relations”, followed by problems in the formation of the ego and with the structuring of pathological forms of attachment that, by preventing the processing of abandonment issues, may also cause violent behaviors. …”
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Face Identification Based on K-Nearest Neighbor by Ni Kadek Ayu Wirdiani, Praba Hridayami, Ni Putu Ayu Widiari, Komang Diva Rismawan, Putu Bagus Candradinata, I Putu Deva Jayantha

“…The K-Nearest Neighbor algorithm uses neighborhood classification as the predictive value of a good instance value. K-NN includes an instance-based learning group. …”
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Anti-PGL-1 Positivity as a Risk Marker for the Development of Leprosy among Contacts of Leprosy Cases: Systematic Review and Meta-analysis. by Maria Lucia F Penna, Gerson O Penna, Paula C Iglesias, Sonia Natal, Laura C Rodrigues

“…A fixed model also estimated the sensibility of PGL-1 positivity and positive predictive value.<h4>Results</h4>Contacts who were anti PGL-1 positive at baseline were 3 times as likely to develop leprosy; the proportion of cases of leprosy that were PGL-1 positive at baseline varied but was always under 50%.…”
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Clinical and X-ray Diagnosis of Respiratory Distress in Premature Babies of Less than 34-Week Gestational Age by N. N. Volodin, D. N. Degtyarev, I. Ye Kotik, I. S. Ivanova

“…A clear distinction of two types of the X-ray pattern of RDS in very premature babies may be of great predictive value.…”
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Arterial stiffness in rheumatoid arthritis: Current knowledge and future perspectivess by Panagiota Anyfanti, Eleni Bekiari, Elena Angeloudi, Eleni Pagkopoulou, George D Kitas, Theodoros Dimitroulas

“…Considering the well-established predictive value of increased PWV both in the general population and patients at high cardiovascular risk, future studies need to focus on the clinical utility of this surrogate risk marker specifically in patients with RA.…”
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Early detection of chemotherapy-induced cardiotoxicity in breast cancer patients: a comprehensive analysis using speckle tracking echocardiography by Ning Zhang, Na Wang, Yanyan Zhang, Ya Liu, Miaomiao Pei, Gaiqin Liu, Xinle Jia, Xuejia Guo

“…Logistic regression analysis highlighted the additive predictive value of integrating biomarker data with advanced imaging findings to identify patients with the highest risk of significant cardiotoxicity.DiscussionThe study concluded that an integrated diagnostic approach, combining detailed imaging assessments with sensitive biomarker analysis, offers a superior strategy for the early detection of chemotherapy-induced cardiotoxicity in breast cancer patients. …”
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Potential of Urinary Mutation and Methylation Biomarkers in Selecting Candidates for Repeat Transurethral Resection of Bladder Tumor in Non–muscle-invasive Bladder Cancer: A Prospe... by Xiao Yang, Lingkai Cai, Yaqun Xin, Xinfeng Chen, Bing Zheng, Jie Han, Lin Yuan, Xuejian Yang, Pengchao Li, Juntao Zhuang, Peikun Liu, Ruixi Yu, Rongjie Bai, Yiyang Liu, Tonghui Ma, Qiang Cao, Qiang Lu

“…The OncoUrine test showed sensitivity of 77%, specificity of 78%, positive predictive value of 62%, and negative predictive value (NPV) of 88% for residual tumor, while exfoliated cytology showed corresponding values of 20%, 96%, 69%, and 72%. …”
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