A Deep Learning Framework for the Classification of Brazilian Coins by Debabrata Swain, Viral Rupapara, Amro Nour, Santosh Satapathy, Biswaranjan Acharya, Shakti Mishra, Ali Bostani

“…Our proposed deep learning framework leverages state-of-the-art convolutional neural networks (CNNs) to address these challenges. …”
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Solar Energy Forecasting Framework Using Prophet Based Machine Learning Model: An Opportunity to Explore Solar Energy Potential in Muscat Oman by Mazhar Baloch, Mohamed Shaik Honnurvali, Adnan Kabbani, Touqeer Ahmed, Sohaib Tahir Chauhdary, Muhammad Salman Saeed

“…The proposed framework includes a data preprocessing stage, where the missing entries in the acquired data are imputed using the mean value imputation method. …”
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Comparative analysis of gene expression in tea plant (Camellia sinensis (L.) Kuntze) under low-temperature stress by L. S. Samarina, A. O. Matskiv, N. G. Koninskaya, T. A. Simonyan, V. I. Malyarovskaya, L. S. Malyukova

“…Additionally, it was shown that the tolerant genotype is characterized by an earlier response to stress at the stage of cold acclimation. The study of the expression of the identified genes in different organs of tea plants and in different exposures to low temperature is relevant for further investigations.…”
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Investigation of sexual life and perceived spousal support in female recipients after kidney transplantation by Sennur Kula Sahin, Semra Bulbuloglu

“…Introduction: End-stage renal failure has negative effects on sexual life, and solid kidney transplantation helps to recovery in sexuality. …”
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Engaging health system, service and consumer representatives in the co-design of a multi-criteria decision-making framework for commissioning overweight and obesity programs and se... by Laura Thomas, Suzanne Robinson, Sharyn Burns, Helen Mitchell, Andrea Begley

“…A literature review informed a three-stage co-design consensus-gathering approach. Participants included Western Australian stakeholders from the Western Australian health system, services and consumers, who reviewed, ranked and validated responses and criteria through ongoing discussions. …”
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Assessing the efficacy of iso-mukaadial acetate and betulinic acid against selected Plasmodium falciparum glycolytic pathway proteins: in silico and in vitro studies by Lindiwe Khumbuzile Zuma, Ofentse Jacob Pooe, Nonduduzo Hlengiwe Mabaso, John Alake, Vincent A. Obakachi, Sinethemba Yakobi, Nothando Gasa, Rajshekhar Karpoormath, Mthokozisi Simelane

“…Parasite inhibition studies confirmed potent antimalarial activity against the P. falciparum NF54 strains, with BA and IMA showing IC50 values of 1.27 µg/ml and 1.03 µg/ml against the asexual stage of P. falciparum, respectively. FTIR experiments confirmed interactions between the compounds and the secondary structure of the proteins. …”
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Development of a 3-MicroRNA Signature and Nomogram for Predicting the Survival of Patients with Uveal Melanoma Based on TCGA and GEO Databases by Jun Zuo, Hongquan Ye, Jing Tang, Jianqun Lu, Qi Wan

“…According to univariate and multivariate cox analyses, age at diagnosis, tumor node metastasis (TNM) classification, stage, and the 3-miRNA signature significantly correlated with the survival outcomes. …”
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Anti malicious KGC certificateless signature scheme based on blockchain and domestic cryptographic SM9 by Fei TANG, Ning GAN, Xianggui YANG, Jinyang WANG

“…The certificateless cryptosystem can solve the problems of certificate management and key escrow at the same time, but its security model always assumes that Type II adversary (named malicious KGC) will not launch public key replacement attacks.This security assumption has certain limitations in real-world applications.As an efficient identity-based cryptographic scheme, SM9 signature scheme adopts R-ate bilinear pairing which has good security and high computational efficiency.However, it requires KGC to generate and manage keys for users, so it has the problem of key escrow.In view of the above problems, a certificateless signature scheme against malicious KGC was constructed based on blockchain and SM9 signature algorithm.Based on the properties of decentralization and tamper-proof of blockchain, the proposed scheme used the smart contract to record part of the public key corresponding to the user’s secret value on the blockchain.Then, the verifier can revoke the smart contract to query the user’s public key during the signature verification stage.Therefore, the proposed scheme ensured the authenticity of the user’s public key.The user’s private key consisted of the partial private key generated by KGC and a secret randomly chosen by the user.The user required the partial private key generated by KGC to endorse his identity identifier when the user generates the private key for the first time.Subsequently, the private key can be independently updated by changing the secret and the corresponding partial public key.During this process, the identity remains unchanged, which provided a viable solution for key management in decentralized application scenarios.The blockchain relied on the consensus mechanism to ensure the consistency of the distributed data.Based on the traceability of the blockchain, the change log of user’s partial public key was stored in the blockchain, which can trace the source of malicious public key replacement attacks and thereby prevent malicious KGC from launching public key replacement attacks.According to the experimental simulation and security proof results, the total overhead of signature and verification of the proposed scheme is only 7.4ms.Compared with similar certificateless signature schemes, the proposed scheme can effectively resist public key replacement attacks and has higher computational efficiency.…”
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mRNA-lncRNA gene expression signature in HPV-associated neoplasia and cervical cancer by E. D. Kulaeva, E. S. Muzlaeva, E. V. Mashkina

“…The transcription level of the CCL20 and CDKN2A genes becomes increased at the stage of neoplastic epithelial changes and stays so in cervical cancer. …”
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Timely short-term specialised palliative home care for older people with frailty and their family: a mixed-methods pilot randomised controlled trial and process evaluation by Lieve Van den Block, Kim de Nooijer, Lara Pivodic, Peter Pype, Nele Van Den Noortgate, Rose Miranda, Kim Eecloo, Stefanie De Buyser, Aurelie Joos, Katlijn Van Mulders

“…The baseline mean score on the five palliative care symptoms was 6.0 and 5.6 in intervention and control group, respectively; and 4.5 and 4.1 at 8 weeks (adjusted ratio 1.0, ie, no effects on symptoms).Conclusions While Frailty+ was generally welcomed by older people with frailty, families and palliative care nurses, our process evaluation uncovered multiple barriers, mostly rooted in the current organisation of specialised palliative care that is tailored to advanced stages of illness. Ensuring timely access requires efforts beyond timely referral alone, and implies profound organisational and cultural change.Trial registration number ISRCTN39282347.…”
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Low Systemic Inflammation Response Index Predicts Good Prognosis in Locally Advanced Pancreatic Carcinoma Patients Treated with Concurrent Chemoradiotherapy by Erkan Topkan, Huseyin Mertsoylu, Ahmet Kucuk, Ali Ayberk Besen, Ahmet Sezer, Duygu Sezen, Yasemin Bolukbasi, Ugur Selek, Berrin Pehlivan

“…Pretreatment SIRI is a novel independent prognosticator that may further enhance the conventional tumor-node-metastases staging system in a more precise prediction of the OS and PFS outcomes of LAPC patients after radical CRT.…”
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Development of improved deep learning models for multi-step ahead forecasting of daily river water temperature by Mehdi Gheisari, Jana Shafi, Saeed Kosari, Samaneh Amanabadi, Saeid Mehdizadeh, Christian Fernandez Campusano, Hemn Barzan Abdalla

“…The superior river WT forecasts at both stations during the testing stage were concluded for one day ahead at EEMD-GRU model (USGS 14211010: RMSE = 0.1929 ℃, MAE = 0.1489 ℃, R2 = 0.9988, U95% = 0.3745, MAPE = 1.3608%; USGS 14211720: RMSE = 0.1918 ℃, MAE = 0.1558 ℃, R2 = 0.9990, U95% = 0.3690, MAPE = 1.1790%).…”
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Evolution of Legal Consolidation of Language Policy of Russian Empire on Ukrainian Provinces in XIX – early XX Century by O. V. Shevchenko

“…The need to create an effective mechanism to ensure the implementation of language policy by our state has been increased at the present stage of the development of Ukraine and its legal system. …”
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Clinical assessment of urinary prostate cancer antigen 3 in Chinese population: a large-scale, prospective and multicenter study by Xuan Shu, Jiaming Wang, Wen Cai, Shen Lin, Jiangfeng Li, Xueyou Ma, Yufan Ying, Yat Sai Terry Wang, Xiao Wang, Hong Chen, Chunyu Jin, Ben Liu, Liping Xie, Jindan Luo

“…In radical prostatectomy specimens, PCA3 scores were significantly associated with high-grade PCa (p = 0.002) and EAU biochemical recurrence risk (p = 0.044), but not extracapsular extension (p = 0.072), seminal vesicle invasion (p = 0.482) and T stage (p = 0.457). Regression analysis showed that the AUC increased from 0.806 (base model) to 0.873 (PCA3 model). …”
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Burden assessment of podoconiosis in Wayu Tuka woreda, east Wollega zone, western Ethiopia: a community-based cross-sectional study by Kebede Deribe, Gail Davey, Kenate Bekele, Tsige Amberbir, Geleta Tadele, Abdi Samuel

“…Of participants in the second phase of the study, 43% had stage 2 disease and 38.1% had ‘moss’-like skin changes. …”
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The mental health impacts of the COVID-19 pandemic among individuals with depressive, anxiety, and stressor-related disorders: A scoping review. by Christine M Wickens, Veda Popal, Venesa Fecteau, Courtney Amoroso, Gina Stoduto, Terri Rodak, Lily Y Li, Amanda Hartford, Samantha Wells, Tara Elton-Marshall, Hayley A Hamilton, Graham W Taylor, Kristina L Kupferschmidt, Branka Agic

“…Review of potentially relevant studies was conducted by two independent reviewers and proceeded in two stages: (1) title and abstract review, and; (2) full paper review.…”
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Ocean warming, icebergs, and productivity in the Gulf of Alaska during the Last Interglacial by Maria Luisa Sánchez Montes, Maria Luisa Sánchez Montes, Erin L. McClymont, Hirofumi Asahi, Joseph Stoner, Christopher M. Moy, Sophie Gleghorn, Jerry M. Lloyd

“…Our sea surface temperature (SST) results show that marine isotope stages (MISs) 4 and 6 are the coldest and freshest glacials and MIS 5 and MIS 1 are the warmest and saltiest interglacials. …”
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Enolase inhibitors as therapeutic leads for Naegleria fowleri infection. by Jillian E Milanes, Victoria C Yan, Cong-Dat Pham, Florian Muller, Samuel Kwain, Kerrick C Rees, Brian N Dominy, Daniel C Whitehead, Steven W Millward, Madison Bolejack, Roger Shek, Logan Tillery, Isabelle Q Phan, Bart Staker, E Ashley Moseman, Xiang Zhang, Xipeng Ma, Audriy Jebet, Xinmin Yin, James C Morris

“…Glycolysis is very important for the infectious trophozoite lifecycle stage and inhibitors of glucose metabolism have been found to be toxic to the pathogen. …”
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ASSESSING THE IMPACT OF ACIDIC DRINKS ON THE STRUCTURAL INTEGRITY OF ENAMEL AND THEIR CONSEQUENCES FOR DENTAL AESTHETICS by Berivan Laura Rebeca Buzatu, Roxana Buzatu, Atena Galuscan, Delia Abrudan Luca, Ruxandra Sava Rosianu, Octavia Balean, Titus Vlase, Daniela Jumanca

“…Materials and methods: The teeth used in this study were obtained from private practice, from patients diagnosed with Stage 3 or 4 periodontitis. These teeth were deemed unsuitable for prosthetic treatment due to excessive clinical attachment loss (CAL) or advanced tooth mobility (grade 2 or 3). …”
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Analysis of early morphological and functional perivulnar changes in the mucosa of the cecum after suturing with different surgical threads by S.M. Bilash, O.M. Pronina, I.V. Ksyonz, M.M. Koptev, Ya.O. Oliinichenko, B.S. Kononov

“…The control group consisted of 5 animals; the first experimental group, in which synthetic surgical polyfilamentous absorbable suture polyglactin-910 was used to close the wound defect, and the second experimental group, in which monofilamentous absorbable suture polycaprolactone modified with L-arginine was used to close the wound defect, consisted of 10 rabbits each. All stages of surgical access and sampling of intact cecal wall tissues were performed in the control group. …”
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