Burden of Comorbidities and Healthcare Resource Utilization Among Medicaid-Enrolled Extremely Premature Infants by Meredith E. Mowitz, Wei Gao, Heather Sipsma, Pete Zuckerman, Hallee Wong, Rajeev Ayyagari, Sujata P. Sarda

“…**Results:** Among 25 573 premature infants (46.1% female; 4462 \[17.4%\] EP; 2904 \[11.4%\] VP; 18 207 \[71.2%\] M-LP), comorbidity prevalence, HCRU, and all-cause costs increased with decreasing GA and were highest for EP. …”
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Scientific and Technical Texts: Translation Aspects in Electrical and Computer Engineering by Irina Suima

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Generalizability of machine learning models for diabetes detection a study with nordic islet transplant and PIMA datasets by Dinesh Chellappan, Harikumar Rajaguru

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Sistem Pendeteksi Central Sleep Apnea Menggunakan Metode Neural Network dengan Fitur RR Interval dan Durasi QRS by Dittha Ratanasari, Edita Rosana Widasari, Rizal Maulana

“…The sensor detection system performance test yielded a result of 96.18%, and the percentage accuracy of Neural Network classification was 83.3% with a processing time of 46.44ms. …”
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SYMBOLIC ANALYSIS OF CLASSICAL NEURAL NETWORKS FOR DEEP LEARNING by Vladimir Milićević, Igor Franc, Maja Lutovac Banduka, Nemanja Zdravković, Nikola Dimitrijević

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Enhanced multivariate data fusion and optimized algorithm for comprehensive quality profiling and origin traceability of Chinese jujube by Peng Chen, Xiaoli Wang, Rao Fu, Xiaoyan Xiao, Yu Li, Tulin Lu, Tao Wang, Qiaosheng Guo, Peina Zhou, Chenghao Fei

“…By employing multivariate statistical methods, 46 trait characteristic factors (VIP > 1, P < 0.05) were identified and utilized to rapidly differentiate jujube samples originating from different regions. …”
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The minimal clinically important difference of the Participation Measurement Scale in chronic stroke by Oyéné Kossi, Soraia M. Silva, Francesco Lena, Mendinatou Agbetou, Thierry Adoukonou, Peter Feys, Félix Nindorera

“…Background: The Participation Measurement Scale (PM-Scale) is an International Classification of Functioning, Disability and Health-based and Rasch-built scale developed specifically to assess participation in people with stroke. …”
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A conceptual approach to material detection based on damping vibration-force signals via robot by Ahmad Saleh Asheghabadi, Mohammad Keymanesh, Saeed Bahrami Moqadam, Saeed Bahrami Moqadam, Saeed Bahrami Moqadam, Jing Xu

“…Data clustering was performed using the deflection of the cantilever beam to boost classification accuracy.Results and discussionOnline object materials detection shows an accuracy of 95.46% in a study of ten objects [metals (steel, cast iron), plastics (foam, compressed plastic), wood, silicon, rubber, leather, brick and cartoon]. …”
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The role of endoscopic investigation in expertise and rehabilitation diagnostics of patients and disabled persons after stomach surgery by K. A. Velikolug, Zh. M. Sizova, Ye. K. Baranskaya

“…According to chronometry data, functionally passive anastomosis was found in 47,3% of patients, functionally active anastomosis of the 1 degree – in 25,4%, of II degree – at 22,7%, of the III degree – at 4,6%. Authors give a new definition to the term «expertise and rehabilitational endoscopy» and the new diagnostic procedure is introduced into practice of medical and social examination for the first time.Conclusions. …”
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Knowledge and attitude towards ankle sprain management among primary care physicians in the department of family medicine, King Fahad Armed Forces Hospital, Jeddah, Saudi Arabia by Abdullah A. Alzahrani, Norah A. AlQarni, Fahad S. Alghamdi, Tariq A. Alghamdi

“…Conclusion: The study found that primary care physicians have average knowledge about ankle sprains, diagnosis, classification, and treatment, with lower knowledge of follow-up plans. …”
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Comparative Analysis of Biomarkers in Type 2 Diabetes Patients With and Without Comorbidities: Insights Into the Role of Hypertension and Cardiovascular Disease by Symeon Savvopoulos, Haralampos Hatzikirou, Herbert F Jelinek

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Integrating radiological and clinical data for clinically significant prostate cancer detection with machine learning techniques by Luis Mariano Esteban, Ángel Borque-Fernando, Maria Etelvina Escorihuela, Javier Esteban-Escaño, Jose María Abascal, Pol Servian, Juan Morote

“…In terms of clinical utility, for a 10% missclassification of CsPCa, XGBoost can avoid 41.77% of unnecessary biopsies, followed closely by random forest (41.67%) and neural networks (41.46%), while logistic regression has a lower rate of 40.62%. …”
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Risk factors for loss to follow-up in patients with gout: A Korean prospective cohort study. by Hyunsue Do, Chang-Nam Son, Hyo Jin Choi, Ji Hyoun Kim, Min Jung Kim, Kichul Shin, Sang-Hyon Kim, Byoongyong Choi, You-Jung Ha, Joong Kyong Ahn, Hyun-Ok Kim, Sung Won Lee, Chang Hoon Lee, Ran Song, Kyeong Min Son, Seung-Geun Lee, Ki Won Moon

“…<h4>Results</h4>Among 269 patients, 125 (46.5%) were classified as LTFU. Patients not lost to follow-up experienced more frequent gout attacks (P = 0.020) and expressed greater concerns about future flares (P = 0.034). …”
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Accelerating biopharmaceutical cell line selection with label-free multimodal nonlinear optical microscopy and machine learning by Jindou Shi, Alexander Ho, Corey E. Snyder, Eric J. Chaney, Janet E. Sorrells, Aneesh Alex, Remben Talaban, Darold R. Spillman, Marina Marjanovic, Minh Doan, Gary Finka, Steve R. Hood, Stephen A. Boppart

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Deep Learning-Based Speech Emotion Recognition Using Multi-Level Fusion of Concurrent Features by Samuel, Kakuba, Alwin, Poulose, Dong, Seog Han, Senior Member, Ieee

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Influence of sacroiliac joint variation on clinical features of axial spondyloarthritis: a comparative analysis by Denis Poddubnyy, Torsten Diekhoff, Sevtap Tugce Ulas, Fabian Proft, Valeria Rios Rodriguez, Judith Rademacher, Juliane Greese, Katharina Ziegeler, Carolina Dominguez Aleixo, Maximilian Lindholz

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Partial weight bearing and long-term survival outcomes in extracapsular hip fractures treated with trochanteric Gamma3 nails by Carlos Hernández-Pascual, José Ángel Santos-Sánchez, Jorge Hernández-Rodríguez, Carlos Fernando Silva-Viamonte, Carmen Pablos-Hernández, Pablo Alonso-Rodríguez, José Antonio Mirón-Canelo

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Oral phenotype and scoring of vascular Ehlers–Danlos syndrome: a case–control study by Lisa Golmard, Ariane Berdal, François Côme Ferré, Michael Frank, Bruno Gogly, Adrien Naveau, Hafida Chérifi, Joseph Emmerich, Frédérick Gaultier, Xavier Jeunemaitre, Benjamin P J Fournier

“…Difficulty of clinical diagnosis has led to the design of diagnostic criteria, summarised in the Villefranche classification. The goal was to assess oral features of vEDS. …”
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Glycogen Storage Disease Type Ia: A Retrospective Claims Analysis of Complications, Resource Utilization, and Cost of Care by Eliza Kruger, Justin Nedzesky, Nina Thomas, Jeffrey D. Dunn, Andrew A. Grimm

“…**Methods:** We conducted a retrospective cohort study of GSDIa patients and matched non-GSDIa comparators utilizing the PharMetrics® Plus database. International Classification of Diseases, Tenth Revision (ICD-10) diagnosis codes in any billing position for inpatient and outpatient claims (January 2016–February 2020) were identified for complications related to GSDIa. …”
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Ovarian Stimulation in Patient-oriented Strategies Encompassing Individualised Oocyte Number-4 Category; Antagonist versus Short-agonist Protocols by Tarek K. Al-Hussaini, Ahmed Aboelfadle Mohamed, Ayman Askar, Ahmed A. Abden, Yousra M. Othman, Reda S. Hussein

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