Improved DAE based on LSTM. by Li Yuan (102305)

“…As a result, the improved model effectively increases signal recognition accuracy, enhances model robustness, and significantly reduces computational complexity while ensuring real-time signal processing for communication computing.…”

Autoencoder structure. by Li Yuan (102305)

“…As a result, the improved model effectively increases signal recognition accuracy, enhances model robustness, and significantly reduces computational complexity while ensuring real-time signal processing for communication computing.…”

Reinforcement Learning for Assessing Route Instruction Usability in Complex Indoor Spaces by Reza Arabsheibani (14244716)

“…Our results show that RL agents successfully learn to navigate even with incomplete instructions, significantly outperforming random agents. Agents trained on diverse environments generalize well to novel settings, although performance decreases with higher environmental complexity and finer-grained instruction grammars when instructions are incomplete. …”

Bgh/GelMA/CMCS hydrogel with bone MSC-EVs for lunate defect repair by Miaozhong Li (21626739)

“…In vivo, the M1/M2 ratio and inflammatory factors decreased significantly one-week post-implantation, while CD31 and VEGF-positive cells increased at four weeks, and BMP2 and OPN-positive cells at eight weeks. …”

Data Sheet 1_Unlocking the adaptation mechanisms of the oleaginous microalga Scenedesmus sp. BHU1 under elevated salt stress: a physiochemical, lipidomics and transcriptomics appro... by Rahul Prasad Singh (20283954)

“…<p>Microalgae are vital for their photosynthetic abilities, contributing significantly to global oxygen production, serving as a key trophic level in aquatic ecosystems, aiding in biofuel production, assisting in wastewater treatment, and facilitating the synthesis of valuable biochemicals. …”

Exploring the variations and potential of carbon stock in the tropical dry deciduous forests of West Bengal, India by Dipankar Bera (20798568)

“…<p>Each pool of the forest ecosystem plays a significant role, as they are interconnected and store atmospheric carbon. …”

SEAwise Report on the impacts of fisheries on stocks and landings under SEAwise EBFM by Dorleta Garcia (12315201)

“…The ecosystem model generally showed less optimistic outcomes under climate change, with significant decreases in biomass and catches in both the Celtic and North Seas. …”

Database of the impact of temperature on development of Aedes aegypti and Aedes albopictus in Cambodia by Bros Doeurk (21163097)

“…</p><p dir="ltr"><b>Results</b>: Temperature significantly influenced all life-history traits of <i>Ae. aegypti</i> and <i>Ae. albopictus</i>. …”

Data Sheet 1_Investigating the spatial limits of somatotopic and depth-dependent sensory discrimination stimuli in rats via intracortical microstimulation.docx by Thomas J. Smith (224833)

“…We demonstrate that the rats were able to reliably discriminate between the most superficial (450–750 μm) and deepest (1650–1950 μm) single-shank patterns with 90% accuracy, whereas discrimination between the most superficial and next adjacent pattern (650–950 μm) significantly dropped to 53% (p < 0.05). Similarly, in the four-shank group, discrimination accuracy was 88% for the furthest pattern pairs (375 μm difference) but significantly fell to 62% (p < 0.05) for the closest pairs (125 μm difference). …”

Strategy parameters across development for male mice in set size = 2 and set size = 4 from winning computational model. by Juliana Chase (20469427)

“…Both parameters S1 “Inappropriate Lose-Shift” and S3 “Inappropriate Lose-Stay” decreased significantly with age in set size = 2 (C: <i>p</i> = 0.02, E: <i>p</i> = 0.04), but not in set size = 4 (H,J). …”

Supporting information. by Maedehsadat Seyedalangi (22655973)

“…The combined treatment of GAP and PCP significantly inhibited microbial growth, with the total viable count in the control sample (C) increasing from 4.39 to 12.08 log CFU/g by day 18, while the combined treatment (P5 + PC) increased only from 3.50 to 9.23 log CFU/g, extending the shelf life from 3 to 12 days. …”

Table 1_Mitochondrial dysfunction signatures in idiopathic primary male infertility: a validated proteomics-based diagnostic approach.docx by Raneen Sawaid Kaiyal (20418824)

“…Analysis of expression levels of three mitochondrial proteins known to combat oxidative stress revealed that peroxiredoxin-5 (PRDX5) and superoxide dismutase 2 (SOD2), but not glutathione disulphide reductase, were significantly decreased in patient samples compared with those in fertile-donor samples.…”

Table 3_Mitochondrial dysfunction signatures in idiopathic primary male infertility: a validated proteomics-based diagnostic approach.docx by Raneen Sawaid Kaiyal (20418824)

“…Analysis of expression levels of three mitochondrial proteins known to combat oxidative stress revealed that peroxiredoxin-5 (PRDX5) and superoxide dismutase 2 (SOD2), but not glutathione disulphide reductase, were significantly decreased in patient samples compared with those in fertile-donor samples.…”

Table 2_Mitochondrial dysfunction signatures in idiopathic primary male infertility: a validated proteomics-based diagnostic approach.docx by Raneen Sawaid Kaiyal (20418824)

“…Analysis of expression levels of three mitochondrial proteins known to combat oxidative stress revealed that peroxiredoxin-5 (PRDX5) and superoxide dismutase 2 (SOD2), but not glutathione disulphide reductase, were significantly decreased in patient samples compared with those in fertile-donor samples.…”

Identifying cyst initiation candidate genes through mRNA sequencing <i>Pkd2</i> mouse kidneys at pre-cystic and early cystic time points. by Abigail O. Smith (11883787)

“…Colored dots indicate FDR <0.05, red indicates increased and blue decreased in Experimental vs Control. Plot was cropped for better visualization. (*) Data point moved for better visualization: Pkd2 [Log2(FC) = -1.13, -Log10(FDR) = 93.97], Cdkl1 [Log2(FC) = 0.42, -Log10(FDR) = 26.30]. …”

Pharmacological evaluation of <i>Kigelia pinnata</i> root bark ethanolic extract in DOCA salt-induced hypertension in experimental rats by Ravindra Kumar (524606)

“…Researchers have relied on animal models to better understand the mechanisms underlying hypertension and evaluate innovative therapeutic approaches. …”

Data Sheet 1_Imaging-based assessment of response to olaparib in platinum-sensitive relapsed ovarian cancer patients.pdf by Maria Delgado-Ortet (8840702)

“…Significant differences were also found between responders and non-responders in the first-order radiomic feature Energy.…”

CO₂fertilisation counteracts the negative effect of poor water quality on the growth and photosynthesis of a Great Barrier Reef coralline alga_datasheets by Bonnie Lewis (20407157)

“…We found complex interactions between factors on algal growth and photosynthetic rates, but overall, growth was significantly enhanced by <i>p</i>CO₂ enrichment under all light and nutrient combinations. …”

Data Sheet 1_Exploring long COVID in pediatric patients: clinical insights from a long COVID clinic.docx by Dina Kamel (22434430)

“…Overall symptom burden decreased significantly over time (p < 0.001). Vaccination status at baseline was not associated with difference in symptom duration on initial presentation (p = 0.4). …”

Data Sheet 1_Comparative hepatoprotective effects of AMK and PAMK via Nrf2 signaling in broiler breeders.pdf by Baili Lu (21192662)

“…Both AMK and PAMK significantly reduced serum alanine aminotransferase (ALT) and aspartate aminotransferase (AST) activities compared to control. …”