cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/gh9dj8v2zf
title: Short-term chemotherapy-related complications and undernutrition in children diagnosed with cancer at Korle Bu Teaching Hospital, Accra, Ghana

description: This was a hospital-based, prospective, observational cohort study at the Paediatric Oncology Unit (POU), Korle Bu Teaching Hospital (KBTH), Accra, Ghana. Children below 12 years of age were included in the study. Participants were recruited at diagnosis of cancer and followed up for 12 weeks from the start of initial chemotherapy. Recruitment was from 4th January, 2019 to 25th December 2019, and the last follow up visit was on 18th March 2020. 
At cancer diagnosis, data obtained included demographic, socioeconomic, type and stage of cancer and anthropometric measurements -weight, height, mid-upper arm circumference were collected. The weight-for-age (WFA), height/length-for-age (HFA), weight-for-height/length (WFH) and body mass index (BMI) were derived and categorized based on data from the World Health Organization (WHO) anthro/anthroplus software and categorized based on the World Health Organization. The upper arm muscle area (UAMA) was calculated using the formular embedded in excel and categorized based on the Mramba criteria. For patients who were grossly oedematous, weight measurements were delayed until clinical resolution of oedema. Acute events like diarrhoea and vomiting that could contribute to acute weight loss were documented. Solid tumours and lymphomas were staged and leukaemias were risk-stratified. Together, all cancers were re-classified into standard risk and high risk. Solid tumours and lymphomas were re-classified as high risk if they were at least stage 3 while the leukaemias maintained the terminology of standard and high risks categories. During follow-up patients who developed any of the selected chemotherapy-related complications and deaths were documented. The 12-week follow-up period was calculated from the start of chemotherapy. Study participants who developed any of the five selected chemotherapy-related complications: anaemia requiring red blood cell transfusion; thrombocytopenia requiring platelet transfusion or resulting in delay of scheduled administration of chemotherapy or both; febrile neutropenia; neutropenia resulting in delay of administration of scheduled chemotherapy and mucositis. The time each participated lasted in the study was also documented to account for treatment abandonment and death
DOI: 10.17637/rh.9944153.v1
title: Time-series analysis of varve thickness data

description: This data package comprises two datasets. <br>1) Time-series analysis of glacial varve thickness data from Lago General Carrera (Chile)–Buenos Aires (Argentina) in Patagonia, southern South America. This analysis was carried out using the Fenix Chico Master Varve Chronology (FCMC17) developed by Bendle et al. (2017).<br>2) Time-series analysis of modern climate indices for comparison to the varve time-series results.
DOI: 10.25946/28648841.v1
title: Simulations data for project: "Performance Evaluation of Hydronic Systems with Heat Pumps and Smart Management in the Australian Residential Sector to Improve the Energy Efficiency and Electrical Grid’s Stability"

description: TRNSYS simulations data of hydronic heat pump systems providing the same heating, cooling and DHW load as conventional system consisting of air conditioning and electric water heater. The data include: 1. Input data - containing raw input and processed input data. 2. TRNSYS Simulations - with folders for each control strategy. In each control strategy folder, there are location names: QLD, SA, and VIC. These contain folders with TRNSYS files, including simulation files, input data and raw output data. 3. Results - including spreadsheets with simulation results and data analysis.
DOI: 10.6084/m9.figshare.14265044.v1
title: Bat Diets Taxonomy Table

description: The final taxonomy table of plants and invertebrates identified in this study. This is the taxonomy used for all analyses
DOI: 10.6084/m9.figshare.22818164.v2
title: Raw data for esophageal cancer from the TCGA

description: Esophageal cancer clinical data and associated lncRNA expression data.
DOI: 10.6084/m9.figshare.26968966.v1
title: Supplementary Material for: Transfusion risk in open, laparoscopic and robotic-assisted surgery: A Propensity Score Matched Case-Control Study Across Surgical Disciplines

description: Introduction: Robotic-assisted surgery is increasingly performed in various surgical disciplines demonstrating improved oncological and functional outcomes compared to conventional surgery.
Problem/objective: Unclear is how robotic-assisted surgery affects perioperative anemia and the need for blood products.
Methods: In this case-control study 15,009 matched patient pairs undergoing urological, visceral or thoracic surgery were included. Pairwise comparisons between robotic-assisted surgery, laparoscopic surgery and open surgery were performed with propensity score matching.
Main results and conclusions: Robotic-assisted surgery compared to open surgery was associated with a risk reduction of allogeneic red blood cell transfusion by RR 0.32 (95% CI 0.27-0.37) and a limited reduction of perioperative hemoglobin (Perioperative hemoglobin difference of 0.40 g/dl, 95% CI 0.31-0.49). Robotic-assisted surgery was associated with a shorter length of hospital stay by 4.29 days (95% CI 3.74-4.84). Compared to laparoscopic surgery, robotic-assisted surgery had no significant effect on red blood cell transfusions (RR 0.94, 95% CI 0.75-1.18), perioperative hemoglobin (0.27 g/dl, 95% CI 0.16-0.38), or length of hospital stay 0.53 days (95% CI -0.14- 1.19).
Implications: Robotic-assisted and laparoscopic procedures are associated with reduced blood transfusions compared to open surgery and, thus the advancement of minimally-invasive procedures constitutes an important measure to improve patient outcomes.
DOI: 10.6084/m9.figshare.28015982.v2
title: Unexpected responses of SOC decomposition and its temperature sensitivity to plant invasion across soil layers: Implications for plantation understory management

description: This research compared differences in biotic and abiotic properties between invasion and non-invasion plantations, and explored the drivers of SOC decomposition and its Q<sub>10</sub> across soil layers.<br>
DOI: 10.6084/m9.figshare.28193273.v1
title: Supplementary Material for: Proactive deep learning-facilitated inpatient penicillin allergy delabelling: An implementation study

description: Introduction: Erroneous penicillin allergy labels are associated with significant health and economic costs. This study aimed to determine whether deep learning-facilitated proactive consultation to facilitate delabelling may further enhance inpatient penicillin allergy delabelling. 

Methods: This prospective implementation study utilised a deep learning-guided proactive consultation service, which utilized an inpatient penicillin allergy delabelling protocol. The intervention group comprised all admitted inpatients with a penicillin allergy over the course of a 14-week period in a tertiary hospital. The rate of penicillin allergy delabelling in the intervention group was compared to that of a historical control group. 

Results: There were 439 patients included in the study, of whom 121 were identified by the algorithm as suitable for penicillin allergy interrogation. 16.5% of those identified by the algorithm were successfully delabelled in the inpatient setting within the same admission, and 9.9% were referred for outpatient testing. This result was statistically significantly greater compared to the rate of delabelling in the historical control group (0%, P = 0.00001). There were no adverse reactions. The projected annual savings associated with the program over a 12-month period was $1,170,617.16.

Conclusion: Deep learning-facilitated proactive inpatient penicillin allergy delabelling was effective, safe, and economical in this single-centre implementation study. Further studies should seek to examine this approach in diverse centres.
DOI: 10.17632/p39cd74rwv
title: Dataset, chemometric, and machine learning tools for modeling water sorption isotherms in dried coffee beans

description: This dataset compiles the working sorption isotherms of dried coffee obtained using the Dynamic Dewpoint Isotherm (DDI) method across a water activity range of 0.1 to 0.9 at temperatures of 25 °C, 35 °C, and 45 °C. Additionally, it includes the mid-infrared (MIR) spectra of parchment coffee and green coffee, providing valuable spectral data for further chemometric analysis.
Furthermore, the dataset encompasses a detailed, step-by-step calibration process, along with advanced statistical and machine learning tools for modeling sorption isotherms and interpreting infrared spectra. These resources facilitate the accurate prediction and analysis of water sorption behavior in dried coffee, supporting both food science and quality control applications.
DOI: 10.17632/tn9jgjvgkr
title: IoT Purchase Intent and Perceptions of Technological Riskiness - Phase 2

description: Data on perceived risk and potential moderating factors for IoT devices
DOI: 10.6084/m9.figshare.11398269.v1
title: Annual standards output_ISO_DIN_CEN.xlsx

description: This dataset displays the annual technical standards drafting by ISO, DIN and CEN<br>
DOI: 10.6084/m9.figshare.1596004.v2
title: Bird Study Data Set Biol 3250

description: Using four decimals scale, 900 grams of bird seed was measured three times and placed in three identical plastic containers. Each container was then treated with water and one dye colour: red, green or yellow. Water allowed the dye to be absorbed by seed in order for seed to express the desired colour. 30 grams of coloured seed was then placed in 25 empty white bowls, and this was repeated for each colour. In total there was 125 bowls of seed each with 30 grams of either yellow, red or green in each bow. Bowls were brought to five chosen forest on York University campus in Toronto Ontario on October 1st, 2015. The edges of each forest were designated with a number from 1-4; North-1, South-2, West-3, and East-4. Using a random number generator, one of the four edges of the forest was chosen. The chosen edge was further divided horizontally along the edge into four equal sections, each section was then designated with a number from 1-4. Using a random number generator one of the section along the chosen edge was selected. The trees along the edge of the chosen section was then numbered, and using a random number generator a tree was selected. Starting from the chosen tree, orientated perpendicularly to the edge of the forest, 20 meter of the transect tape was placed on the ground. Walking along the transect tape three bowls each containing 30.00 grams of bird seed was placed in triangular orientation on the ground at the 1-meter mark of the transect tape. Each bowl within the triangular orientation contained a different colour bird seed; 1 bowl contained green bird seed, 1 bowl contained red bird seed and 1 bowl contained yellow bird seeds. This was repeated at 5, 10, 15, and 20 meters’ mark of the transect tape. Next the recorder stood in close proximity of the bowls until exactly 3:00 p.m. Eastern Pacific time, ensuring that no birds began eating the birds seed. At exactly 3:00 p.m.- 5:00 p.m. Eastern Pacific time, the recorder moved 30 feet away from bowls allowing the birds to begin to eat the bird seeds. At 5:00 p.m. the bird seeds remaining in each bowl was then weighed and recorded. This was repeated again on Thursday October 8th , 2015 and Thursday October 15th, 2015.
DOI: 10.6084/m9.figshare.22012589.v1
title: Data and analysis of "Individual differences in developmental trajectory leave a male polyphenic signature in bulb mite populations"

description: Data and R code to run the analyses presented in: "Individual differences in developmental trajectory leave a male polyphenic signature in bulb mite populations" by J.A. Deere & I.M. Smallegange. The readme.txt file explains which analyses use which datafiles.
DOI: 10.6084/m9.figshare.24088632.v4
title: 1000G LD reference data

description: 1000G.EUR.QC.bim/fam/bed are the 1000G dataset. fourier_ls-all.bed is the block file.ld_1kg_EUR_hm3_shrink.h5 is the LD file.
DOI: 10.6084/m9.figshare.28440893.v1
title: 原始data.zip

description: The cytotoxicity of nano-Cu induced by Ferroptosis<br>
DOI: 10.6084/m9.figshare.7148081.v1
title: 5-year dataset: single concept deviations

description: The single concept means and standard deviations of annual prevalence from the 5-year data set. File format: tab-delimited table; carriage return & newline terminated. Columns: concept id - Unique numeric code identifying the concept; mean - The mean of the annual prevalence (1.0 = 100%); std - The standard deviation of the annual prevalence. The rows are arranged in ascending order by concept id.
DOI: 10.6084/m9.figshare.22004273.v2
title: Visium DLPFC preprocessed .h5ad

description: Preprocessed .h5ad data from https://github.com/LieberInstitute/spatialLIBD used for the benchmarking of the spatial clustering methods in CellCharter. <br> <br>
DOI: 10.6084/m9.figshare.28525880.v2
title: Data for Will et al. 2025 Standard metabolic rate is repeatable, but does not affect call characteristics, in the gray treefrog <i>Hyla chrysoscelis</i>

description: Consistent among-individual variation in behavior is widespread and often has consequences for fitness. However, the mechanistic basis of repeatable variation in behavior is less understood. Metabolic rate is a likely candidate to drive repeatability in behavior because energy metabolism can limit behavioral expression. There are competing hypotheses for the relationship (or lack thereof) between levels of maintenance metabolism such as standard metabolic rate (SMR) and the expression of behaviors. On the one hand, SMR may show a negative relationship with behavior if higher SMR limits energy that can be allocated to other processes. On the other hand, SMR may positively correlate with behavior if high SMR leads to greater energy production ability. To test these hypotheses, we examined the relationship between SMR and repeatable, highly energetically costly sexual signals in male Cope’s grey treefrogs (<i>Hyla chrysoscelis</i>). We recorded individual male acoustic advertisement calls in the field and measured their SMR the following day. We made repeated measurements of SMR across multiple captures of the same individuals to assess the repeatability of metabolic rates, and whether consistency in SMR decreases over time. There was no evidence that SMR affected call characteristics in <i>H. chrysoscelis</i>. Nevertheless, SMR was significantly repeatable. We found that SMR decreased across the breeding season, which reduced the consistency in SMR measurements of the same individual over time. We conclude that calling in <i>H. chrysoscelis</i> does not provide information to mates or rivals on male SMR, although other aspects of metabolism may still drive individual variation in calling.
DOI: 10.6084/m9.figshare.13560075.v1
title: Additional file 2 of Unraveling tumour microenvironment heterogeneity in nasopharyngeal carcinoma identifies biologically distinct immune subtypes predicting prognosis and immunotherapy responses

description: Additional file 2: Table S3. GSEA results showing pathways enriched in the immune-enriched subtype vs. non-IS. Table S4. GSEA results showing pathways enriched in E-IS vs. A-IS. Table S5. List of top 50 genes over-expressed in the immune-enriched subtype vs. non-IS identified by Comparative Marker Selection (CMS). Table S6. List of top 50 genes over-expressed in E-IS vs. A-IS identified by Comparative Marker Selection (CMS).
DOI: 10.6084/m9.figshare.14363463.v3
title: ATG14 and RB1CC1 play essential roles in maintaining muscle homeostasis

description: Defects in macroautophagy/autophagy are implicated in the pathogenesis of neuromuscular and heart diseases. To precisely define the roles of autophagy-related genes in skeletal and cardiac muscles, we generated muscle-specific <i>rb1cc1-</i> and <i>atg14-</i>conditional knockout (cKO) mice by using <i>Ckm/Ckmm2-Cre</i> and compared their phenotypes to those of <i>ulk1 ulk2</i>-conditional double-knockout (cDKO) mice. <i>atg14</i>-cKO mice developed hypertrophic cardiomyopathy, which was associated with abnormal accumulation of autophagic cargoes in the heart and early mortality. Skeletal muscles of both <i>atg14</i>-cKO and <i>rb1cc1</i>-cKO mice showed features of autophagic vacuolar myopathy with ubiquitin<sup>+</sup> SQSTM1<sup>+</sup> deposits, but only those of <i>rb1cc1</i>-cKO mice showed TARDBP/TDP-43<sup>+</sup> pathology and other features of the inclusion body myopathy–like disease we previously described in <i>ulk1 ulk2</i>-cDKO mice. Herein, we highlight tissue-specific differences between skeletal and cardiac muscles in their reliance on core autophagy proteins and unique roles for ULK1-ULK2 and RB1CC1 among these proteins in the development of TARDBP<sup>+</sup> pathology. <b>ABBREVIATIONS</b>:AVM: autophagic vacuolar myopathy; cDKO: conditional double knockout; cKO: conditional knockout; H&E: hematoxylin and eosin; IBM: inclusion body myopathy; mtDNA: mitochondrial DNA; PFA: paraformaldehyde; RNP: ribonucleoprotein; TBST: Tris-buffered saline with 0.2% Triton X-100
DOI: 10.6084/m9.figshare.14923842.v3
title: [tutorial data] fMRI data for finger tapping

description: Single subject fMRI data for finger tapping with a right hand.
DOI: 10.6084/m9.figshare.16651813.v1
title: Supplementary Material for: Perioperative Outcomes of Holmium Laser Enucleation of the Prostate: A Systematic Review

description: <b><i>Introduction:</i></b> The aim of the study was to systematically review the literature and describe perioperative complications of holmium laser enucleation of the prostate (HoLEP), including the Clavien-Dindo classification of surgical complications. <b><i>Methods:</i></b> All English language publications on HoLEP were evaluated. We followed the PRISMA (Preferred Reporting Items for Systematic Review and Meta-Analyses) guidelines to evaluate PubMed<sup>®</sup>, Scopus<sup>®</sup>, and Web of Science™ databases from January 1, 1998, to June 1, 2020. <b><i>Results:</i></b> Fifty-seven studies were included, for a total of 10,371 procedures. We distinguished between intra-, peri-, and postoperative complications. Overall, the rate of complications is 0–7%. Intraoperative complications include incomplete morcellation (2.3%), capsular perforation (2.2%), bladder (2.4%), and ureteric orifice (0.4%) injuries. Perioperative complications include postoperative urinary retention (0.2%), hematuria and clot retention (2.6%), and cystoscopy for clot evacuation (0.7%). Postoperative complications include dysuria (7.5%), stress (4.0%), urge (1.8%), transient (7%) and permanent (1.3%) urinary incontinence, urethral stricture (2%) and bladder neck contracture (1%). <b><i>Conclusions:</i></b> HoLEP is a safe procedure, with a satisfactory low complication rate. The most common reported perioperative complications are not severe (Clavien-Dindo classification grades 1–2). Further randomized studies are certainly warranted to fully determine the predictor of surgical complications in order to prevent them and improve this technique.
DOI: 10.6084/m9.figshare.21780101.v1
title: Rapana venosa

description: <em>Rapana venosa</em> is a typical carnivorous gastropod and has high edibility and medicinal value. We assembled a chromosome-level genome of <em>R. venosa</em>, which was sequenced by PacBio Sequel platform, and assisted by Hi-C data.<br>
DOI: 10.6084/m9.figshare.29144489.v1
title: CV Laili Fitria

description: CV Laili Fitria
DOI: 10.6084/m9.figshare.899871.v1
title: ISWC 2010-2012

description: These are the RDF files for the the information on the ISWC 2010-2012 conferences. Minor bugfixes have been done in the dataset to use them in machine learning experiments. Original datasets are from the Semantic Web dogfood website: http://data.semanticweb.org/
DOI: 10.17632/zp7zbdy8jg
title: Data for: The N$_2$ Second Positive ($C^{3}\Pi_{u} \rightarrow B^{3}\Pi_{g}$) system reviewed: improved data and analysis
DOI: 10.17632/gtxp3mn5hs
title: MASAP: A package for atomic scattering amplitude in solids

description: We present the MsSpec Atomic Scattering Amplitude Package (MASAP), composed of a computation program and a graphical interface to generate atomic scattering amplitude (ASA) of an atom, either isolated or embedded in an environment, at any chosen energy of the impinging electron up to ≈15 KeV. The ASA is calculated using an effective, complex optical potential which provides damping effects in the scattering process in a fully relativistic framework. Optionally, scalar relativistic and non-relativistic approximations are also available to assess their applicability to a given problem. In order to describe electron propagation in solids we suggest to replace ASA's based on Plane Waves (PW) scattering with effective ASA's based on curved Spherical Waves (SW) using truncated-overlapped potentials of the Muffin-Tin (MT) type constructed according to the Mattheiss prescription. The graphical user interface generates not only ASA data files providing atomic Differential Cross Sections (DCS) but also files of related quantities such as total Cross Section (CS), both elastic and inelastic, atomic t_l-matrices and phase shifts. We found in general that the imaginary part of the optical potential enhances the calculated elastic DCSs in the forward direction compared to the same potential without the imaginary part, a feature related to the optical theorem, but gives rise to a lower intensity at all other directions as expected due to the damping effect of the complex part of the potential. We show calculated differential and transport Cross Sections for aluminum and gold atoms both in isolation and in crystals with the Face-Centered-Cubic (FCC) structure.
DOI: 10.6084/m9.figshare.13211015.v1
title: Automated knowledge extraction from polymer literature using Natural Language Processing

description: Word2Vec model used in the paper 'Automated knowledge extraction from polymer literature using Natural Language Processing'<br>
DOI: 10.6084/m9.figshare.26978218.v1
title: Data from: Phenology is an important driver of hawkmoth-flower interactions in a megadiverse mountain area in Brazil

description: Hawkmoths and flowers exhibit striking examples of morphological specialisation, yet how these interactions are structured by different processes within communities still need to be better understood. In this study, we investigated the interactions between hawkmoths and flowers in the megadiverse, open-vegetation landscape of the Brazilian Campos Rupestres. Using a zoocentric approach based on pollen loads found on hawkmoth bodies, we assessed their interactions at the community-level. Our results revealed a modular network, with both hawkmoths and flowering plants organised into modules characterised by dissimilarity in their phenologies. This temporal segregation suggests species partitioning resources across the year. Furthermore, phenology better predicted interaction frequencies than abundances in the network. This study represents the first attempt to unravel the organisation of hawkmoth-flower interactions at a community level in this ancient, megadiverse Brazilian ecosystem, and we show that phenology is an important process determining interactions between flowers and specialized pollinators.
DOI: 10.6084/m9.figshare.3124138.v1
title: PloS One Raw data

description: raw data for figures used in PLoS One Manuscript