cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/58xgbgsx8b
title: Simultaneous presbyopia- and astigmatism correction with a novel trifocal toric intraocular lens - a one-year follow-up

description: Introduction: the current investigation aims to evaluate the efficiency of the trifocal toric Liberty 677MTY intraocular lens (IOL) in correcting preoperative corneal astigmatism in cataract patients demanding spectacle independence. Visual and refractive performance of the lens and visual quality and visual functions were assessed during the first postoperative year.
Methods: The retrospective evaluation included 26 eyes of 14 patients with preoperative corneal astigmatism of at least 1.0 Diopters (D). All patients were followed up for one year after the implantation of the investigated IOL. Residual refractive errors (spherical equivalent refraction: SEQ; astigmatism: Cyl) and uncorrected and corrected visual acuities at multiple distances were measured. Binocular visual acuity and contrast sensitivity defocus curves were plotted. Visual functions and patient satisfaction were assessed using a questionnaire completed by each patient. The efficiency of astigmatism correction was determined by using the vector analysis method.
 Results: The mean SEQ improved from 2.72 ± 1.62 D to 0.10 ± 0.48 D, while the cylindric refraction decreased from 1.18 ± 0.45 D to 0.16 ± 0.31 D. Vector analysis proved efficient astigmatism correction with a centroid of 0.10 ± 0.34 D at 161°. Ninety-two % of eyes resulted within 0.5 D from the target refraction, emmetropia. All eyes were within 1.0 D. An uncorrected distance visual acuity of at least 20/20 was achieved by 85% of eyes, and 69.2% had an unaided near vision of at least 20/25. Clinical outcomes were stable during the one-year follow-up. Visual acuities were 0.1 logMAR or better from +1.0 to -3.5 D defocus values. Visual tasks could be performed without, or only with minor difficulties. Our patients were highly satisfied with the outcomes.
Discussion: The toric model of the investigated presbyopia-correcting IOL was found to be efficient in vision correction of cataract patients with corneal astigmatism. Refractive and visual outcomes are predictable and provide excellent vision correction. Visual acuity and contrast sensitivity defocus curves confirm favourable visual quality across the entire defocus range. The objective measurements are supported by the visual function assessment and the high satisfaction rate of our patients. Visual outcomes are maintained during the first postoperative year.
DOI: 10.17632/wyg7x35jh8
title: Power Generation Data of PV Panels - Vertically facing Cardinal Directions, in Chennai Tropical Climatic Condition

description: This data set contains all the insolation per day data from the PV Panels, that are facing East, West, North and South directions placed vertically, in 13.07° N Latitude and 80.24° E - Chennai city location, capital of Tamil Nadu State, in the southern part of India. The data is arranged as in .xlsx file and in each of the file that are named as per the yyyy-mm-dd format, the data are arranged for each of the East, West, North and South panel. The data log is captured by Enphase systems on a daily basis and downloaded from the https://enlighten.enphaseenergy.com/ website for the period from Dec 22, 2023 onwards. The Data available is for one solar year from 22 Dec 2023 till 21 Dec 2024. The folder contains the raw data in csv format. The data that are separated are saved in .xlsx file format and matlab code files that are used to create graph from the data are present.
DOI: 10.17632/6nnfmth838
title: The 2 Goldbach's Conjectures with Proof

description: The 1741 Goldbach [1] made his most famous contribution to mathematics with the conjecture that all even numbers can be expressed as the sum of the two primes (currently Conjecture referred to as "all even numbers greater than 2 can be expressed as the sum-two primes) .Yet, no proof of Goldbach's Conjecture has been found. This assumption seems to be right for a large amount of numbers using numerical calculations. Some examples are 10 = 3 + 7, 18 = 7 + 11, 100 = 97 + 3, and so on. But there are a multitude sums primes meeting an even number which I would say is irregular, but increases with the size of the even number.To same happens and with an odd number as example 25, ie. 25 = 3 + 3 + 19 = 3 + 5 + 17 = 3 + 11 + 11 = 5 + 7 + 13 = 7 + 7 + 11. We say only 5 cases and only those that meet the constant sum of 25 .First turns in Theorem 3 that there may be at least a pair of primes, such that their sum is equal to every even number. But at the same time reveals the method of finding all pairs that satisfy this condition. According to Theorem 4, the second guess switches to form first guess and this is primarily elementary, to prove the truth of 1.The alternative and the side stream assistant, to prove Goldbach's Conjecture in this research was the Mathematica program which is the main tool for data collection, but also for finding all the steps in order to demonstrate each part of the proof. We must mention that Vinogradov proved to1937, that for every sufficiently large number can be expressed, that is the sum of the three primes. And finally the Chinese mathematician Chen Jing Run proved big first for a constant number that is the sum of the first three in 1966 [2]. Finally, the investigation of Goldbach's Conjecture has acted as a catalyst for the creation and development of many methods that are useful, with many theorems that help and other areas of mathematics.
DOI: 10.17632/kmhkdd8mkd
title: ARivaT: A Tool for Automated Generation of Riva-based Business Process Architecture Diagrams

description: This is a tool that enables user to create Riva-based Business Process Architecture diagrams. So, it helps in drawing units of work diagram, generating First-Cut diagram, and generating Second-Cut diagram. The power of this tool lies in the following:
1- Using drag and drop components to draw Units of Work Diagram
2- Taking units of works diagram as input and auto generating First Cut Diagram
3- Providing user with options to work on the Second Cut Diagram
4- Saving diagrams as xml files and reloading them for later use
5- Producing statistics about diagrams
6- Generating printer friendly versions of diagrams
DOI: 10.5281/zenodo.15567568
title: Experimental raw data for the publication (Lee et al., 2025, Nature Communications)

description: Raw data for conditioned eye blink test:  df_eyeB_with_genotype.pkl

Raw data for Figure 2 and 3 (VOR): df_cycle_with_genotype.pkl
DOI: 10.5281/zenodo.15567569
title: Experimental raw data for the publication (Lee et al., 2025, Nature Communications)

description: Raw data for conditioned eye blink test:  df_eyeB_with_genotype.pkl

Raw data for Figure 2 and 3 (VOR): df_cycle_with_genotype.pkl
DOI: 10.17632/63fpbc9cm4
title: UCTH Breast Cancer Dataset

description: Research Hypothesis: 
This study hypothesizes that there are significant associations between the diagnostic characteristics of patients, including age, menopause status, tumor size, presence of invasive nodes, affected breast, metastasis status, breast quadrant, history of breast conditions, and their breast cancer diagnosis result. 

Data Collection and Description:
The dataset of 213 patient observations was obtained from the University of Calabar Teaching Hospital cancer registry over 24 months (January 2019–August 2021). The data includes eleven features: year of diagnosis, age, menopause status, tumor size in cm, number of invasive nodes, breast (left or right) affected, metastasis (yes or no), quadrant of the breast affected, history of breast disease, and diagnosis result (benign or malignant).

Notable Findings:
Upon preliminary examination, the data shows variations in diagnosis results across different patient features. A noticeable trend is the higher prevalence of malignant results among patients with larger tumor sizes and the presence of invasive nodes. Additionally, postmenopausal women seem to have a higher rate of malignant diagnoses.

Interpretation and Usage:
The data can be analyzed using statistical and machine learning techniques to determine the strength and significance of associations between patient characteristics and breast cancer diagnosis. This can contribute to predictive modeling for the early detection and diagnosis of breast cancer.

However, the interpretation must consider potential limitations, such as missing data or bias in data collection. Furthermore, the data reflects patients from a single hospital, limiting the generalizability of the findings to wider populations.

The data could be valuable for healthcare professionals, researchers, or policymakers interested in understanding breast cancer diagnosis factors and improving healthcare strategies for breast cancer. It could also be used in patient education about risk factors associated with breast cancer.
DOI: 10.17632/fpndyzs4ht
title: A study of "Chromatin-binding protein PHF6 regulates activity-dependent transcriptional networks to promote hunger response". Gan et. al

description: The excel data and the original data (uncropped, unmodified images) for figures .
DOI: 10.6084/m9.figshare.14199227.v1
title: Rainfall-induced landslide inventories for Lower Mekong

description: This is an inventory of rainfall-induced landslides from 22 locations in Lower Mekong Region produced using Planet imagery and semi-automated mapping. <br>A full description on development of this inventory is detailed in:<br>Pukar Amatya, Dalia Kirschbaum, Thomas Stanley (2021). Rainfall-induced landslide inventories for Lower Mekong based on Planet imagery and semi-automatic mapping. Geoscience Data Journal. https://doi.org/10.1002/gdj3.145.<br>
DOI: 10.6084/m9.figshare.19074521.v2
title: Ocean Biological Carbon Pump Model Output

description: This dataset provides output from the biological pump model presented in the following paper: Nowicki, M., DeVries, T., & Siegel, D. A. (2022). Quantifying the carbon export and sequestration pathways of the ocean's biological carbon pump. <em>Global Biogeochemical Cycles</em>. The dataset provides mean values and their associated uncertainties (represented by the 25<sup>th</sup> and 75<sup>th</sup> percentiles) from the biological pump model ensemble presented in the above referenced paper. These include the model state variables and their associated data constraints as listed in Supplementary Table S1 and shown in Figures 3 and 4, as well as the model inputs listed in Table 1 and show in Figure 2. The dataset also includes maps of the total modeled carbon export and sequestration, shown in Figure 6, as well as maps of carbon export by each biological pump pathway, shown in Figure S3, maps of the contribution of each pathway to the total export, shown in Figure 7. Global three dimensional fields of the modeled total respiration rate, respiration rate of POC, DOC, and zooplankton are also included. Also provided is a MATLAB script with examples for creating some of these figures. The script loads in the dataset and extracts the relevant variables to creates maps of the modeled total phytoplankton biomass, as well as Figures 6 and 7 from the above referenced paper. If using this dataset, please cite the original publication of Nowicki et al. (2022).
DOI: 10.6084/m9.figshare.28504667.v1
title: Supplementary tables of jejunal iMSCs in postnatal piglets

description: Ayansola et al. characterize intestinal mesenchymal stromal cells in preweaned jejunal piglets using protein localization and transcriptome models. This study reports the appearance of the CD81<sup>+ </sup>iMSC population by day 21 in the jejunum of postnatal piglets, highlighting an increasing support niche for the deep crypt region. Using bulk RNA sequencing, we analyzed the differentially expressed genes in jejunal intestinal mesenchymal stromal cells at three different postnatal age groups: days 0, 7, and 21. Transcriptome analysis reveals enriched growth factor genes in day 21 jejunal iMSCs, suggesting their support for intestinal epithelium maturation.
DOI: 10.17632/5pf2v82jp2
title: Dataset of assessment of the water quality index of the Doslyk canal, Nukus, Karakalpakstan

description: The primary objective of this study is to track variations in seasonal water quality in the Doslyk Canal using the Water Quality Index (WQI) approach. For this purpose, two different sampling locations were used to calculate WQI for the period January to December 2023. The samples were analyzed for various physicochemical parameters such as pH, dissolved oxygen, biological oxygen demand BOD5, turbidity, color, fluoride ions, total hardness, alkalinity in different seasons (winter, spring, summer and autumn). The analyzed results (by WQI method) were used to propose water quality prediction models. The water quality index for the surface water of the canal was recorded as 125.65 during the winter season, 125.85 during the spring season, 86.95 during the summer season, and 40.07 during the autumn season. In the course of this study, it was found that the water quality of the Doslyk canal is poor in the winter and autumn seasons, and good in the summer and autumn seasons.
DOI: 10.17632/smrr38c6sh
title: Effects of Varying Light Intensities and Temperature Levels on the Growth of Gracilaria spp. Under Laboratory Condition

description: This study aims to evaluate the best combination of light intensities and temperature levels on the growth of Gracilaria spp. Specifically, it aims to determine the significant interaction effect between light intensities and temperature levels on the growth of Gracilaria spp. under laboratory conditions. The Experimental set-up was conducted at College of Fisheries Laboratory and Research Station (CFLRS) in Brgy. Siguel, General Santos City for a period of 60 days. Eighteen (18) 3.5L glass tanks were used as experimental units and was stocked with 3g of Gracilaria spp. The study tested for six treatments with varying light intensity and temperature levels The data were analyzed using two-way ANOVA and comparison between significant difference and interaction were analyzed using post-hoc test (Tukey’s HSD). After the experiment, the highest mean body weight of Gracilaria spp. was obtained from Treatment III, with recorded value of 4.67g. Meanwhile, results also demonstrated that Treatment III obtained the highest weight gain with 1.67g. Likewise Similarly, Treatment III recorded the highest specific growth rate with 0.32% per day. Statistical analysis revealed that light intensity has a significant effect (p&lt;0.05) and that there is no significant effect (p&gt;0.05) on temperature. On the other hand, there is a significant interaction (p&lt;0.0.5) between light intensity and temperature on the growth of Gracilaria spp. (MW, MWG, and SGR) after 60 days of culture. The study concluded that the best growth of Gracilaria spp. can be achieved of water at light intensity of 120 m-2 s-1 and temperature 30°C under laboratory condition.
DOI: 10.17632/zkrx6zktsz
title: Sensorimotor training based on Feldenkrais method in older adults with diabetic polyneuropathy. A randomized controlled trial.

description: Sensorimotor training based on Feldenkrais method can improve somatosensory postural control-related function, dynamic balance, daily function, fear of falling and quality of life in  adults with diabetic polyneuropathy and balance impairment or history of falls in a short and mid-term.


A. Summary of the lessons through drawings (Spanish version).
B. Short video sequence showing participants performance at lesson 9 of sensorimotor traininig based on Feldenkrais method applied to people with DPN.
C. Diabetic foot care recommendations for both groups.
D. Measurement protocol.
DOI: 10.17632/4246b328zs
title: HEPN-MNT toxin-antitoxin system: the HEPN ribonuclease is neutralized by oligoAMPylation. Songailiene et al.
DOI: 10.17632/tj2m7zz4rg
title: Dataset of Unpaved and Paved Road Surface with Seasons

description: The uneven road surface may cause significant harm to vehicles, drivers and pedestrians. At the same time, safety precautions need to be followed when speed braker or roadside barrier appears. Therefore, this dataset was prepared to detect different types of road surfaces. The dataset consists of 8484 RGB  (512 x 512 pixels) images and 13 videos of various road structures such as potholes, speed braker and roadside barriers. This dataset was created during the rain and summer seasons for paved and unpaved roads. The images were taken from the top and side views with varying day-light conditions at Nashik and Mumbai. At the same time, videos were shot from a side view. The images and videos were captured using the rear camera of a mobile phone.
DOI: 10.17632/v4yz7778mh
title: Public-Global-Port-Optimisation

description: Code which enables the optimisation of green ammonia distribution for decarbonisation of the maritime industry. Input data required are: i) List of green ammonia production sites with associated production costs and maximum capacities; ii) Shipping fuel demands; iii) List of ports; iv) Land distances from production sites to ports in km (use -1 for banned land transport); iv) Return shipping costs of ammonia between ports.
DOI: 10.17632/w3df8dhfwb
title: Data for: Effect of corticosterone on the gene expression in the context of global hippocampal transcription.

description: The composition of genomic mediators of glucocorticoid actions in brain remains elusive because of low statistical power of experiments and associated very low consistency of transcriptomic data. The problem is further exaggerated by underrepresentation of chronic experiments and interpretation of differentially expressed genes without understanding their contribution to the total transcriptomic activity. To fill existing gaps in knowledge we have performed a large transcriptomic experiment (48 mice in total), testing effects of prolonged treatment with corticosterone (5, 14 and 28 days) on hippocampal transcriptome (RNA sequencing). The experiment showed that prolonged treatment with the corticosterone induced a set of transcriptomic effects that were replicable across treatment durations including genes relevant for human PTSD (Opalin, Pllp, Ttyh2, Lpar1) and prolonged stress in animals (Cnp, Fam163a, Fcrls, Tmem125). Some of affected genes are specific for oligodendrocytes, neurons, astrocytes, immune cells, vascular system and brain ventricles, indicating that glucocorticoids may affect all components of the central nervous system. The data also showed that the largest changes in expression of corticosterone-responsive genes are restricted to genes that have a relatively low expression level and small contribution to the overall pool of mRNAs in the hippocampus. As a result, even a large change in the number of affected genes leads to a small change in the number of newly synthesized mRNA copies. This means, in turn, that the transcriptomic changes induced by corticosterone are low-cost effects for the brain.
DOI: 10.17632/x5njxrdpm5
title: A Study of Post-transcriptional m6A Modification. Tang et al.

description: Here, we develop 4sU-m6A-level and isoform-characterization sequencing (4sU-m6A-LAIC-seq) and 4sU-GLORI, designed to quantify the m6A levels for both newly synthesized and steady-state RNAs at transcript and single-base-resolution levels, respectively, which enable dissecting the relationship between m6A modification and alternative RNA polyadenylation. Unexpectedly, our results show that many m6A addition events occur post-transcriptionally, especially on transcripts with high m6A levels. Importantly, we find higher levels of m6A on shorter 3′UTR isoforms, which likely result from sequential polyadenylation of longer 3′UTR isoforms with prolonged nuclear dwelling time. Therefore, m6A modification can also take place post-transcriptionally to intimately couple with other key RNA metabolism processes to establish and dynamically regulate the epi-transcriptomics in mammalian cells. Please refer to the manuscript titled "Nuclear Retention Coupled with Sequential Polyadenylation Dictates Post-transcriptional m6A Modification in the Nucleus" for more details.
DOI: 10.6084/m9.figshare.21921855.v1
title: MEG data

description: Nineteen Chinese participants were included the study (10 females, mean 23<em>±</em>2years). The experiment consisted of 10 runs. During each run, 64 visual stimulus images from four categories (16 faces, 16 scenes, 16 animals, and 16 tools)were presented to the participants randomly. Each image presentation lasted for 2000ms and was followed by a blank screen with the inter stimulus intervals ranging randomly from 1500 ms to 2000ms. <br>
DOI: 10.17632/8vkmjvvw2y
title: Lumbar canal diameter and walking distance in patients with lumbar spinal stenosis: A multivariate prediction model

description: In the study, patients with Lumbar spinal stenosis were assessed for an association between canal diameter and walking distance. Magnetic Resonance Imaging and self-paced walking were used to obtain canal diameter and walking distance respectively. Data included demographics, walking distance and canal diameter at L3 and below.
DOI: 10.17632/hh3kv79k7w
title: NAMD_Large_System_Simulations_Chromatophore

description: Contained herein are scripts for making all-atom models of a Rhodobacter sphaeroides chromatophore. Also, configuration scripts for Molecular Dynamics (MD) and Brownian Dynamics (BD) simulations of the aforementioned model using the simulation package NAMD. Additionally, there are scripts to run APBS calculations. Below are links to the chromatophore structure file, gridpdb file and map file required to run the NAMD simulation. https://drive.google.com/a/asu.edu/file/d/10gVADYl320HJiNoe4ilagAKoI7UeR638/view?usp=sharing https://drive.google.com/a/asu.edu/file/d/1MZpm3ABXIPjfbKYLOZOSKbmQJZx4yma1/view?usp=sharing https://drive.google.com/a/asu.edu/file/d/1v9Ni3OlrG45qfA5bO2meIc5xwxT8A1En/view?usp=sharing Below here is a link to the Movies for the submitted manuscript. https://drive.google.com/a/asu.edu/file/d/1N4GmSsWBGxJVrYXVWBHhP-Stf5ASWkZx/view?usp=sharing
DOI: 10.17632/kh3k65jpvd
title: Campaign planning benchmark

description: This dataset is useful for campaign production planning problems. It provides the composition of each campaign in terms of the number of products and the associated parameters
DOI: 10.17632/sgm9p5f59s
title: Data on the Renewable Energy Transition of 208 Island Mini-grids in The Philippines

description: This article contains a dataset on 208 mini-grids in Philippine off-grid islands, their energy generation and consumption statistics, and the estimated cost and capacities required to transition them toward renewable energy (RE). These mini-grids were identified from a report of mini-grids operated by the Philippines’ National Power Corporation – Small Power Utilities Group (NPC-SPUG) as of September 2022. This report included the energy consumptions, diesel generator capacities, and accumulated operating hours of each mini-grid. Maximum, minimum, and average power consumptions for each month of 2022 were estimated based on NPC-SPUG’s September 2022 report and publicly available monthly 2019 reports. Monthly average global horizontal irradiances and 10 m elevation wind speeds in each mini-grid were also extracted from the Phil-LIDAR 2 database and included in this dataset. From the energy demand and RE potential data, a techno-economic mini-grid model was employed to simulate the cost and capacities required to transition the mini-grids toward RE from 2020 to 2050 in five-year increments. These cost and capacity requirements are included in this dataset for four scenarios: a base-case scenario driven by market forces, a forced 100% RE scenario wherein diesel generators are phased out by 2050, a biodiesel scenario wherein B100 is used as a drop-in replacement to diesel fuel, and a &lt;24/7 load scenario wherein some unmet load is permitted.