Two-Step Transfer Learning Improves Deep Learning–Based Drug Response Prediction in Small Datasets: A Case Study of Glioblastoma by Jie Ju, Ioannis Ntafoulis, Michelle Klein, Marcel JT Reinders, Martine Lamfers, Andrew P Stubbs, Yunlei Li

“…The 2-step TL framework was built on 3 datasets: (1) the subset of the Genomics of Drug Sensitivity in Cancer (GDSC) dataset, including miscellaneous cell cultures treated by TMZ, cyclophosphamide, bortezomib, and oxaliplatin, as the source dataset; (2) the Human Glioblastoma Cell Culture (HGCC) dataset, for fine-tuning; and (3) a small target dataset GSE232173, for validation. …”
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Assessing subtle changes in arid land river basin ecological quality: A study utilizing the PIE engine platform and RSEI by Aizemaitijiang Maimaitituersun, Han Yang, Nuerbiye Aobuliaisan, Kamuran Maimaitiaili, Ouyang Chenyu

“…Firstly, utilizing the Pixel Information Expert Engine (PIE) remote sensing big data platform, the yearly Remote Sensing Based Ecological Index (RSEI) were computed from 2001 to 2023. …”
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Ki-67 and CDK1 control the dynamic association of nuclear lipids with mitotic chromosomes by Hsiao-Tang Hu, Ueh-Ting Tim Wang, Bi-Chang Chen, Yi-Ping Hsueh, Ting-Fang Wang

“…In COS-7 cells, nuclear lipids are enriched at the perichromosomal layer and excluded from intrachromosomal regions during early mitosis but are then detected in intrachromosomal regions during late mitosis, as revealed by TT-ExM (expansion microscopy with trypsin digestion and tyramide signal amplification), an improved expansion microscopy technique that enables high-sensitivity and super-resolution imaging of proteins, lipids, and nuclear DNA. …”
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Experimental Study of Size Effects on the Deformation Strength and Failure Characteristics of Hard Rocks under True Triaxial Compression by Qiang Han, Yaohui Gao, Yan Zhang

“…In addition, by comparing the peak strength increment caused by the sample size of the two types of rocks, the σp of the fine-grained BHT basalt is more sensitive to sample size than that of the coarse-grained BS granite. …”
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A Decision-Making Approach for Ranking Tertiary Institutions’ Service Quality Using Fuzzy MCDM and Extended HiEdQUAL Model by Olufunke Oladipupo, Taiwo Amoo, Olawande Daramola

“…Also, findings from the sensitivity analysis showed that Yager’s min-max outperform the other investigated methods in this study by being consistent and exceptionally tolerant in most instances when there is significant deviation in criteria weights.…”
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Garba Dance Is Effective in Parkinson’s Disease Patients: A Pilot Study by Anish Mehta, Pooja Dugani, Rohan Mahale, null Nandakumar, Krishna Haskar Dhanyamraju, R. Pradeep, Mahendra Javali, Purushottam Acharya, R. Srinivasa

“…Assessing culturally popular dance forms is crucial for promoting the acceptance of dance therapy in a culturally sensitive context. Objectives. The pilot study evaluated the efficacy of Garba dance for alleviating motor symptoms, nonmotor symptoms, cognitive functions, and mood. …”
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Divisive Refinement of Metal Fiber at the PM0.1 Classification Stage for PM0.5–0.1 Sampling with Nanosampler by Yuta Kurotsuchi, Kazuhiko Sekiguchi, Yohei Hayakawa

“…Using optimal mesh and amount of SUS wool fiber, the average RSD of sulfate ions was 5.6%, which was within the acceptable range (± 15%) for reanalysis of the Ministry of the Environment in Japan due to changes in analytical sensitivity of ionic components, confirming that PM was evenly collected from the four pieces of SUS wool fiber. …”
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Comparative Evaluation of Different Numerical Pain Scales Used for Pain Estimation during Debonding of Orthodontic Brackets by Mohmed Isaqali Karobari, Ali A Assiry, Mubashir Baig Mirza, Fazlur Rahman Sayed, Sufiyan Shaik, Anand Marya, Adith Venugopal, Mohammad Khursheed Alam, Rithvitou Horn

“…And teeth in the anterior region of lower and upper arches are more sensitive to pain. In terms of cognitive-affective constructs, although the VAS has been widely used in previous studies, the PCS has been detailed to show the most reliable association with physical discomfort and emotional distress.…”
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The Association between Resolvin D1 Levels and Gestational Diabetes Mellitus: Implications for Perinatal Outcomes by Zeynep Seyhanli, Burak Bayraktar, Mevlut Bucak, Gulsan Karabay, Betul Tokgoz Cakir, Can Ozan Ulusoy, Gizem Aktemur, Selver Ozge Sefik, Serap Topkara Sucu, Sevki Celen, Ali Turhan Caglar

“…Furthermore, maternal plasma Resolvin D1 levels were associated with composite adverse neonatal outcomes [presence of at least one of the following conditions: preterm birth (<37 weeks), low birth weight (LBW) (<2500 grams), neonatal hypoglycemia, hyperbilirubinemia, APGAR score at 5th minute <7, respiratory distress syndrome (RDS), and admission to the neonatal intensive care unit (NICU)], with a cut-off of >338.75, showing a sensitivity of 56.3%, a specificity of 79.2%, and an AUC of 0.675 (95% CI: 0.567-0.771, p=0.024). …”
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Hydraulic Power Plant Machine Dynamic Diagnosis by Hans Günther Poll, José Carlos Zanutto, Walter Ponge-Ferreira

“…The method how to acquire these quantities is discussed in details together with the importance of correct sensor balancing, calibration and adequate correlation with the physical quantities. …”
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Development and Validation of a New Method for Determination of Pb and Cr in Marine Organisms by Total Reflection X-Ray Fluorescence (TXRF) Spectroscopy by Blanca G. Beltrán, Ibiza Martínez-Serrano, Victor Ramos-Sanchez, David Chávez-Flores, Myrna C. Nevárez-Rodríguez, Emilio A. Suárez-Domínguez

“…The aim of this work was to develop and validate an accurate, sensitivity, and rapid method for the simultaneous determination of Pb and Cr at trace levels in tissues and fat of marine organisms such as turtle (Chelonia mydas), shark (Rhizoprionodon terraenovae), and dolphin (Tursiops truncatus), utilizing the total reflection X-Ray fluorescence (TXRF) spectroscopy. …”
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Cognitive improvement and prefrontal network interactions in individuals with remitted bipolar disorder after transcranial infrared laser stimulation by Douglas W. Barrett, Roger E. Davis, Jennifer E. Siegel-Ramsay, Amy Bichlmeier, Jorge R. C. Almeida, F. Gonzalez-Lima

“…Working memory and attention were assessed with trail-making and 2-back tasks sensitive to TILS cognitive effects in individuals with BD. …”
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Interleukin-17 Gene Polymorphisms Contribute to Cancer Risk by Yu-Ming Niu, Hua Yuan, Yu Zhou

“…Publication bias and sensitivity analyses were performed to ensure the statistical power. …”
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Effect of millings among broiler breeder parent groups of different body weight on broiler performance: 11. commercial broiler performance by Süleyman Dere, M.Ali Tekeş

“…Separately three body weight subgroups which have almost similar variance and average values were obtained from base body weight groups by using sensitive sampling method. Six male and 64 female broiler breeder parent chickens obtained from bodyweight subgroups were housed in 9 pens during production period, feed conversion, body weight and performance indices of progeny groups were determined. …”
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New inflammatory markers associated with disease activity in rheumatoid arthritis: pan-immune-inflammation value, systemic immune-inflammation index, and systemic inflammation resp... by İpek Okutan, Recai Aci, Âdem Keskin, Melek Bilgin, Halit Kızılet

“…The AUC (area under curve) values for SII, PIV, and SIRI were 0.717, 0.719, and 0.717, respectively, with cutoff values of 611.45, 323.88, and 1.18. Sensitivity and specificity were calculated as 57.81% and 60.61% for SII, 60.94% and 63.64% for PIV, and 59.38% and 63.64% for SIRI. …”
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Comparing space-based to reported carbon monoxide emission estimates for Europe's iron and steel plants by G. Leguijt, G. Leguijt, J. D. Maasakkers, H. A. C. Denier van der Gon, A. J. Segers, T. Borsdorff, I. R. van der Velde, I. R. van der Velde, I. Aben, I. Aben

“…Our posterior emission estimates are well constrained by the satellite observations (90 % of the plants have averaging kernel sensitivities above 0.7) except for a few low-emitting or coastal sites. …”
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Detection of Complement C1q B Chain Overexpression and Its Latent Molecular Mechanisms in Cervical Cancer Tissues Using Multiple Methods by Si-Tong Lin, Zi-Qian Liang, Xiao-Yu Chen, Xin-Qing Ye, Yu-Yan Pang, Jia-Yuan Luo, Jun-Hong Chen, Yi-Wu Dang, Gang Chen

“…A relationship was predicted between C1QB expression and drug sensitivity to cisplatin, paclitaxel, and docetaxel. …”
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Effect of Preoperative Vitamin D Deficiency on Hypocalcemia in Patients with Acute Hypoparathyroidism after Thyroidectomy by Peeradon Vibhatavata, Pongthep Pisarnturakit, Mongkol Boonsripitayanon, Paveena Pithuksurachai, Nattachet Plengvidhya, Sirinart Sirinvaravong

“…Preoperative vitamin D level <19.6 ng/mL could predict significant and symptomatic hypocalcemia in postoperative hypoparathyroidism with sensitivity of 90% and 82% and specificity of 70% and 69%, respectively. …”
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Marker-Less Video Analysis of Infant Movements for Early Identification of Neurodevelopmental Disorders by Roberta Bruschetta, Angela Caruso, Martina Micai, Simona Campisi, Gennaro Tartarisco, Giovanni Pioggia, Maria Luisa Scattoni

“…Using a Support Vector Machine (SVM), we achieved an accuracy rate of approximately 85%, a sensitivity of 64%, and a specificity of 100%. We also observed that the disparities in lower limb movements diminished over time points. …”
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Late Glacial and Holocene Paleoenvironmental Reconstruction of the Submerged Karst Basin Pirovac Bay on the Eastern Adriatic Coast by Nikolina Ilijanić, Dea Brunović, Slobodan Miko, Valentina Hajek Tadesse, Ozren Hasan, Ivan Razum, Martina Šparica Miko, Saša Mesić

“…This submerged Holocene freshwater paleolake, reported here for the first time, underlines the sensitivity of coastal karst systems to the rise in sea level and serves to stress how important understanding of these processes is for effective management in coastal zone and climate change adaptation strategies. …”
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