Transfer learning for genotype–phenotype prediction using deep learning models by Feng, Samuel

“…If the large population data is extensive compared to small population data, expect transfer learning results to improve significantly. We show that Transfer learning is capable to create powerful models for genotype-phenotype predictions in large, well-studied populations and fine-tune these models to populations were data is sparse.…”
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Combined effects of treated domestic wastewater, fly ash, and calcium nitrite toward concrete sustainability by Abdelrahman Abushanab (17268940)

“…It was also shown that the addition of FA significantly decreased the chloride permeability of TWW concrete by 55%–71%. …”

Efficacy and safety of Piclidenoson in the treatment of plaque psoriasis: a systematic review and meta-analysis of randomized controlled trials by Muhammad Zain Ul Haq (22225279)

“…However, Piclidenoson significantly improved PGA scores (OR: 2.74, 95% CI 1.22–6.16, <i>P</i>= 0.01, I²=0%). …”

Healthcare Professionals' Attitudes Toward Patients With Mental Illness: A Cross-Sectional Study in Qatar by Suhaila Ghuloum (796180)

“…Descriptive statistics along with multivariate linear and multivariate logistic regression models were used.…”

Effect of clinical hyperthyroidism and hypothyroidism on patent diabetes. 59 cases by Hirbli, K.

“…This incidence was significantly higher than the calculated probability of the two diseases occurring by chance in the same patient. …”
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Neonatal autoimmune lymphoproliferative syndrome with a novel pathogenic homozygous FAS variant effectively treated with sirolimus: Case report by Fawzia M. Elgharbawy (17045534)

“…(lle259*). Sirolimus significantly reduced DNTs and substantially relieved the patient’s clinical symptoms.…”

Beyond genetics: Exploring the role of epigenetic alterations in breast cancer by Kirti S. Prabhu (4246144)

“…This could lead to significant improvements in patient care, including early detection, precise disease stratification, and more effective treatment options.…”

Mixed siliciclastic-carbonate-evaporite sedimentation in an arid eolian landscape: The Khor Al Adaid tide-dominated coastal embayment, Qatar by John M., Rivers

“…The overall landward increase in salinity is accompanied by a decrease in the diversity of benthic fauna and their skeletal remains. …”
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Structure-guided engineering and molecular simulations to design a potent monoclonal antibody to target aP2 antigen for adaptive immune response instigation against type 2 diabetes by Abbas Khan (5141000)

“…<h3>Introduction</h3><p dir="ltr">Diabetes mellitus (DM) is recognized as one of the oldest chronic diseases and has become a significant public health issue, necessitating innovative therapeutic strategies to enhance patient outcomes. …”

Benefit of consolidative radiation therapy in patients with diffuse large B-cell lymphoma treated with R-CHOP chemotherapy by Zreik, Tony

“…Conclusion This study showed significant improvements in OS and PFS among patients who received consolidation RT after R-CHOP chemotherapy for DLBCL.…”
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Peripheral inflammatory and metabolic markers as potential biomarkers in treatment-resistant schizophrenia: Insights from a Qatari Cohort by Mohamed Adil Shah Khoodoruth (14589828)

“…Linear regression analysis revealed that MLR and clozapine treatment were significantly correlated with the severity of schizophrenia symptoms. …”

Sitagliptin/Simvastatin by Ramadan, Wijdan H.

“…In addition, when compared with insulin glargine, sitagliptin was less effective in decreasing glycosylated hemoglobin, but was associated with significantly lower rates of hypoglycemia. Further, trials have shown a beneficial effect of using statins in patients with diabetes mellitus with regard to decreasing cardiovascular risk, regardless of baseline lipid levels or the presence of a cardiac disease. …”
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Sleeping habits during COVID-19 induced confinement: A study from Jordan by Mahmoud A. Alomari (14780446)

“…Intervention programs and strategies are warranted to further improve sleep during the current and future disease-induced confinement.…”

Carotenoids in Cancer Apoptosis—The Road from Bench to Bedside and Back by Lenka Koklesova (18102994)

“…However, this deficiency can be improved by using nanotechnological approaches, solid dispersions, microemulsions or biofortification that significantly increase the anti-cancer and pro-apoptotic efficacy of carotenoids. …”

Bi-attention DoubleUNet: A deep learning approach for carotid artery segmentation in transverse view images for non-invasive stenosis diagnosis by Najmath, Ottakath

“…These approaches can significantly improve the efficiency and accuracy of carotid artery disease diagnosis and treatment, ultimately improving patient outcomes.…”
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Bi-attention DoubleUNet: A deep learning approach for carotid artery segmentation in transverse view images for non-invasive stenosis diagnosis by Najmath Ottakath (17430912)

“…These approaches can significantly improve the efficiency and accuracy of carotid artery disease diagnosis and treatment, ultimately improving patient outcomes.…”

Surgical treatment of colorectal cancer metastasis by Abdalla, Eddie

“…Colorectal cancer is one of the most common solid tumors affecting people around the world. A significant proportion of patients with colorectal cancer will develop or will present with liver metastases. …”
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Living donor liver transplantation for hepatocellular carcinoma by Di Sandro, Stefano

“…However, some reports show a worse long term survival and disease free survival among patients treated by LDLT for HCC than deceased donor liver transplantation (DDLT) recipients. …”
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Major hepatic resection for hepatocellular carcinoma with or without portal vein embolization by Palavecino, Martin

“…Excluding perioperative deaths, overall survival rates at 1, 3, and 5 years were 94%, 82%, and 72%, respectively, in the PVE group and 93%, 63%, and 54%, respectively, in the non-PVE group (P = .35). Similarly, disease-free survival (DFS) rates were not significantly different between the groups, with 1-, 3-, and 5-year DFS rates of 84%, 56%, and 56%, respectively, in the PVE group and 66%, 49%, and 49%, respectively, in the non-PVE group (P = .38). …”
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Graphical Insight: Revolutionizing Seizure Detection with EEG Representation by Muhammad Awais (263096)

“…Our experimental results reveal that both models significantly improve seizure detection accuracy, surpassing previous methods. …”