cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.3878953
title: Performance results of LeanMD on the Joliot-Curie supercomputer using different load balancing algorithms

description: This dataset contains the raw output files generated from the execution of LeanMD on the Joliot-Curie supercomputer (20 SKL Irene nodes), the scripts used to generate them, and the scripts used to parse these results for statistical analysis and plotting. <strong>Software information</strong>: OS: Red Hat Enterprise Linux 7.6 OpenMPI: version 2.0.4 Compilers: C/C++ Intel 17.0.6.256 Charm++ version: v6.9.0-rc3, build mpi-linux-x86_64 --with-production LeanMD source: https://charm.cs.illinois.edu/gerrit/gitweb?p=benchmarks/leanmd.git Additional load balancers source: https://github.com/viniciusmctf/packing-schemes/tree/packs_2019-v1 Charm++, LeanMD, and the load balancers were compiled with -O3 <strong>File information</strong>: The raw result files are organized in four directories (oct18, oct23, oct24, and oct24_2).<br> Each directory contains the results of one batched execution in the supercomputer.<br> Each batch is composed of 10 repetitions of a set of experiments.<br> Each set of experiments includes different load balancing algorithms and different problem sizes.<br> Each set is randomly ordered to avoid interference coming from a specific order of execution.<br> Each raw file contains the appended output of the application and its load balancer for all 10 repetitions.<br> The name of the files indicate the load balancer and size of the problem.<br> For instance, `PackStealLB.240` means that the application was run with PackStealLB and the problem size parameter is 240. <strong>Problem sizes</strong>: 80: 80×11×5 cells of dimensions 15×15×30 120: 120×11×5 cells of dimensions 15×15×30 160: 160×11×5 cells of dimensions 15×15×30 240: 240×11×5 cells of dimensions 15×15×30 320: 320×11×5 cells of dimensions 15×15×30 Each execution of LeanMD ran for 301 iterations with load balancing calls at iterations 40, 140, and 240. <strong>Raw output files</strong>: Each raw output file starts with a Charm++ header providing information on the execution. For each step of the application, its execution time in ms is provided. Load balancing calls usually provide information about their start time, end time, and duration. Depending on the load balancer, more information is provided. Each raw file contains ten executions of the application with a given load balancer and input size. <strong>Generating plots</strong>: The analysis of the results can be done by running the Jupyter notebook named "Analysis of load balancing results.ipynb"
DOI: 10.5281/zenodo.3879805
title: GDSC2

description: GDSC2 PharmacoSet (PSet) generated by ORCESTRA. Metadata can be found on ORCESTRA at: http://orcestra.ca/10.5281/zenodo.3879806
DOI: 10.5281/zenodo.3879806
title: GDSC2

description: GDSC2 PharmacoSet (PSet) generated by ORCESTRA. Metadata can be found on ORCESTRA at: http://orcestra.ca/10.5281/zenodo.3879806
DOI: 10.25345/c5f71b
title: MassIVE MSV000085552 - GNPS_Cut_slime_old_fucoidan_HClhydrolysis_1-10dilution_LC-MS_HILIC_Orbitrap_neg_MSMStop8
title: This dataset contains a LC-MS run of sigma-aldrich fucoidan hydrolyzed with 0.25 M hydrochloric acid for 1 hour at 100 degrees C.
DOI: 10.15482/usda.adc/1518762
title: Data from: Effectiveness of Long-Lasting Insecticide Netting on Tribolium castaneum is Modulated by Multiple Exposures, Biotic, and Abiotic Factors

description: Response of Tribolium castaneum to exposure to long-lasting insecticide treated netting (LLIN). Includes data on multiple exposures over 5 days and exposures to different biotic and abiotic conditions. Also includes data on movement on the LLIN under different conditions. This was collected to understand cumulative effects of exposure to LLIN and provide information on population recovery parameters in using LLIN as a pest management tactic against stored-product insect pests.
DOI: 10.3886/e113059v2
title: Replication data for: A Structural Model of the Retail Market for Illicit Drugs

description: We estimate a model of illicit drugs markets using data on purchases of crack cocaine. Buyers are searching for high-quality drugs, but they determine drugs' quality (i.e., their purity) only after consuming them. Hence, sellers can rip off first-time buyers or can offer higher-quality drugs to induce buyers to purchase from them again. In equilibrium, a distribution of qualities persists. The estimated model implies that if drugs were legalized, in which case purity could be regulated and hence observable, the average purity of drugs would increase by approximately 20 percent and the dispersion would decrease by approximately 80 percent. Moreover, increasing penalties may raise the purity and affordability of the drugs traded by increasing sellers' relative profitability of targeting loyal buyers versus first-time buyers.
DOI: 10.3886/e115404v1-24783
title: National Neighborhood Data Archive (NaNDA): Eating and Drinking Places by Census Tract, United States, 2006-2015

description: This dataset contains measures of the number and per capita density of all eating and drinking places plus select subtypes – fast food restaurants, coffee shops, and bars – per United States census tract from 2006 through 2015. Establishment data was taken from the National Establishment Time Series (NETS) database which classifies establishments by North American Industry Classification System (NAICS) code and provides detailed address history.
description: Eating and drinking places in all census tracts in the United States, excluding US island territories. Smallest Geographic Unit: census tract
DOI: 10.25345/c5x71p
title: MassIVE MSV000085556 - Embryonic and adolescent forelimbs, brains, whole embryos, Aha-enrichment forelimbs, Mus musculus (wild-type, C57BlJ6/J; OIM, B6C3Fe a/a-Col1a2oim/J), proteomic dataset
title: Embryonic day (E)12.5 whole murine embryos, E11.5 - E14.5 whole murine embryos, E11.5 - E14.5, post-natal day (P)3 and P35 murine forelimbs, E14.5 brains, and COL1A2-mutant and COL1A2-WT forelimbs were fractionated and specific fractions were analyzed via LC-MS/MS. Aha-enrichment experiments consisted of in vivo protein labeling with azidohomoalanine (Aha) followed by tissue fractionation of the forelimbs and enrichment of labeled ECM proteins from the final IN pellet ('enriched'). 'Unenriched samples', or the background from which newly synthesized proteins were enriched from, were also analyzed via LC-MS/MS.
DOI: 10.5281/zenodo.3878706
title: OAM spectra- Batch 1

description: In this dataset are collected some of the experimental OAM spectra collected using the GIF camera of the Titan Holo microscope at the Ernst-Ruska Centre in Forschungzentrum Julich.
DOI: 10.5281/zenodo.3878707
title: OAM spectra- Batch 1

description: In this dataset are collected some of the experimental OAM spectra collected using the GIF camera of the Titan Holo microscope at the Ernst-Ruska Centre in Forschungzentrum Julich.
DOI: 10.21227/7k83-sy67
title: Measurement and Evaluation of Human Sitting and Standing Movement Biomechanics

description: Although regenerative actuators can extend the operating durations of robotic lower-limb exoskeletons and prostheses, these energy-efficient powertrains have been exclusively designed and evaluated for continuous level-ground walking. Building on previous research, this work analyzed the lower-limb joint mechanical power during stand-to-sit movements using inverse dynamics modelling and simulation to estimate the biomechanical energy available for electrical regeneration. Nine subjects performed 20 sitting and standing movements while lower-limb kinematics and ground reaction forces were measured. Subject-specific body segment parameters were estimated using parameter identification, whereby differences in ground reaction forces and moments between the experimental measurements and inverse dynamic simulations were minimized. Joint mechanical power was calculated from net joint torques and rotational velocities and numerically integrated over time to determine joint biomechanical energy. The hip generated the largest peak negative mechanical power (1.8 ± 0.5 W/kg), followed by the knee joint (0.8 ± 0.3 W/kg) and ankle joint (0.2 ± 0.1 W/kg). Negative mechanical work from the hip, knee, and ankle joints per stand-to-sit movement were 0.36 ± 0.06 J/kg, 0.16 ± 0.08 J/kg, and 0.03 ± 0.01 J/kg, respectively. Assuming 80-kg bodyweight and previous regenerative actuator efficiencies (i.e., maximum 63%), robotic lower-limb exoskeletons and prostheses could theoretically regenerate ~28 Joules of total electrical energy while sitting down, compared to ~19 Joules from level-ground walking. Future research should focus on biomechanical analyses and movement tracking of seniors and rehabilitation patients to better estimate the biomechanical energy available for electrical regeneration among clinical prostheses.Reference:Laschowski B, Razavian RS, and McPhee J. (2020). Simulation of Stand-to-Sit Biomechanics for Design of Lower-Limb Exoskeletons and Prostheses with Energy Regeneration. Under Review.
DOI: 10.5281/zenodo.3879033
title: Supplemental data S1 to accompany Marin et al 2020 "Connectomics analysis reveals first, second, and third order thermosensory and hygrosensory neurons in the adult Drosophila brain"

description: Neuronal skeletons and meshes. Related to STAR Methods. marin2020-skeletons contains files describing the morphology of each neuron in this study (in FAFB14 space, .swc format). glomeruli_meshes contains the glomerular meshes (in FAFB14 space, .stl format). neuropil_meshes contains the glomerular meshes (in FAFB14 space, .stl format).
DOI: 10.15468/4g2zvv
title: Generic status of Winitia (Annonaceae, Miliuseae) reaffirmed by molecular phylogenetic analysis, including a new species and a new combination from Thailand

description: This dataset contains the digitized treatments in Plazi based on the original journal article Chaowasku, Tanawat, Aongyong, Kithisak, Damthongdee, Anissara, Jongsook, Hathaichanok, Johnson, David M. (2020): Generic status of Winitia (Annonaceae, Miliuseae) reaffirmed by molecular phylogenetic analysis, including a new species and a new combination from Thailand. European Journal of Taxonomy 659: 1-23, DOI: https://doi.org/10.5852/ejt.2020.659
DOI: 10.5281/zenodo.3878725
title: RCTs and quasi-experimental studies on preventive measures and treatments for Covid-19

description: In the course of our PubMed searches and prepreints from MedRxiv, we identified a number of RCTs and quasi-experimental studies on preventive measures and treatments for Covid-19 that we have included in our systematic review. This file is updated regularly (once a week).
DOI: 10.5281/zenodo.3879032
title: Supplemental data S1 to accompany Marin et al 2020 "Connectomics analysis reveals first, second, and third order thermosensory and hygrosensory neurons in the adult Drosophila brain"

description: Neuronal skeletons and meshes. Related to STAR Methods. marin2020-skeletons contains files describing the morphology of each neuron in this study (in FAFB14 space, .swc format). glomeruli_meshes contains the glomerular meshes (in FAFB14 space, .stl format). neuropil_meshes contains the glomerular meshes (in FAFB14 space, .stl format).
DOI: 10.5519/qd.0w8xtne5
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (4559606 records)
DOI: 10.5281/zenodo.3879222
title: FloodHydrology/DMV_Carbon_Storage: submission_v1.0

description: This repository contains calculations supporting the initial submission of Kottkamp et al., a study of carbon stabilization mechanisms in seasonally inundated Delmarva Bay wetlands in the Mid-Atlantic US. The study specifically focuses on carbon stabilization mechanisms along a gradient from wetland to upland, and authors use hydrologic metrics (e.g., mean depth to water over the course of a year) as explanatory variables. Kottkamp A, Tully K, Jones CN, Palmer M. Both organo-mineral associations and physical protection in aggregates contribute to carbon stabilization at the transition zone of seasonally flooded wetlands. Planned submission: Summer 2020.
DOI: 10.5281/zenodo.3879223
title: FloodHydrology/DMV_Carbon_Storage: submission_v1.0

description: This repository contains calculations supporting the initial submission of Kottkamp et al., a study of carbon stabilization mechanisms in seasonally inundated Delmarva Bay wetlands in the Mid-Atlantic US. The study specifically focuses on carbon stabilization mechanisms along a gradient from wetland to upland, and authors use hydrologic metrics (e.g., mean depth to water over the course of a year) as explanatory variables. Kottkamp A, Tully K, Jones CN, Palmer M. Both organo-mineral associations and physical protection in aggregates contribute to carbon stabilization at the transition zone of seasonally flooded wetlands. Planned submission: Summer 2020.
DOI: 10.5281/zenodo.3879233
title: Meiofauna and Sediments-2017

description: Data set of meiofauna and sediment collected in Prieta in the year 2017
DOI: 10.15468/pxzbdv
title: Revision of Euspilotus, subgenus Platysaprinus, with description of two new species (Coleoptera: Histeridae)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Lackner, Tom??, Arriagada, Gerardo, A?UR, R?A?A?A, R?A?A?A, A?UR (2020): Revision of Euspilotus, subgenus Platysaprinus, with description of two new species (Coleoptera: Histeridae). Acta Entomologica Musei Nationalis Pragae 60 (1): 303-317, DOI: 10.37520/aemnp.2020.017
DOI: 10.25934/00005148.0
title: Available IPD datapackage for study 'Phase IIIb Open-label Induction and Double-blind Comparison of 2 Maintenance Schedules Evaluating Clinical Benefit and Tolerability of Certolizumab Pegol in Crohn's Disease Patients With Prior Loss of Response or Intolerance to Infliximab'

description: Vivli is an independent, non-profit organization that has developed a global data-sharing and analytics platform to serve all elements of the international research community. Our mission is to promote, coordinate, and facilitate scientific sharing and reuse of clinical research data through the creation and implementation of a sustainable global data-sharing enterprise. The Vivli platform includes an independent data repository, in-depth search engine and a cloud-based, secure analytics platform.
DOI: 10.25934/00005148.1
title: IPD datapackage for study 'Phase IIIb Open-label Induction and Double-blind Comparison of 2 Maintenance Schedules Evaluating Clinical Benefit and Tolerability of Certolizumab Pegol in Crohn's Disease Patients With Prior Loss of Response or Intolerance to Infliximab' and research request: 'Efficacy of Crohn's Disease Treatment Stratified by Disease Phenotype'

description: Vivli is an independent, non-profit organization that has developed a global data-sharing and analytics platform to serve all elements of the international research community. Our mission is to promote, coordinate, and facilitate scientific sharing and reuse of clinical research data through the creation and implementation of a sustainable global data-sharing enterprise. The Vivli platform includes an independent data repository, in-depth search engine and a cloud-based, secure analytics platform.
DOI: 10.14272/dsyqxfrpidflbx-uhfffaoysa-n/chmo0000470
title: mass spectrometry (MS) (2-(1-butylindol-3-yl)-N-[4-(trifluoromethyl)phenyl]acetamide)
title: InChI=1S/C21H21F3N2O/c1-2-3-12-26-14-15(18-6-4-5-7-19(18)26)13-20(27)25-17-10-8-16(9-11-17)21(22,23)24/h4-11,14H,2-3,12-13H2,1H3,(H,25,27)

description: dataset for mass spectrometry (MS) EI (m/z, 70 eV, 80 °C): 374 (15) [M]+, 186 (100), 144 (10), 130 (24), 57 (11).HRMS (C21H21ON2F3): Calcd 374.1606, Found 374.1607.
DOI: 10.14272/dsyqxfrpidflbx-uhfffaoysa-n/chmo0000630
title: infrared absorption spectroscopy (IR) (2-(1-butylindol-3-yl)-N-[4-(trifluoromethyl)phenyl]acetamide)
title: InChI=1S/C21H21F3N2O/c1-2-3-12-26-14-15(18-6-4-5-7-19(18)26)13-20(27)25-17-10-8-16(9-11-17)21(22,23)24/h4-11,14H,2-3,12-13H2,1H3,(H,25,27)

description: dataset for infrared absorption spectroscopy (IR) IR (ATR, ṽ) = 3288 (w), 3261 (w), 3200 (vw), 3131 (vw), 3061 (vw), 2961 (w), 2932 (w), 2874 (w), 1659 (m), 1606 (s), 1538 (s), 1483 (w), 1469 (m), 1436 (w), 1408 (s), 1373 (w), 1319 (vs), 1306 (vs), 1256 (s), 1205 (w), 1183 (m), 1163 (s), 1153 (s), 1137 (m), 1109 (vs), 1065 (vs), 1016 (s), 958 (w), 925 (w), 837 (s), 792 (w), 772 (w), 756 (w), 738 (vs), 690 (w), 674 (w), 633 (w), 592 (w), 574 (w), 558 (w), 541 (vw), 517 (w), 504 (w), 428 (w), 415 (vw), 387 (w) cm–1.
DOI: 10.14272/dsyqxfrpidflbx-uhfffaoysa-n.2
title: 2-(1-butylindol-3-yl)-N-[4-(trifluoromethyl)phenyl]ethanamide
title: InChI=1S/C21H21F3N2O/c1-2-3-12-26-14-15(18-6-4-5-7-19(18)26)13-20(27)25-17-10-8-16(9-11-17)21(22,23)24/h4-11,14H,2-3,12-13H2,1H3,(H,25,27)

description: This dataset contains experimental data from a sample (2-(1-butylindol-3-yl)-N-[4-(trifluoromethyl)phenyl]acetamide, InChI=1S/C21H21F3N2O/c1-2-3-12-26-14-15(18-6-4-5-7-19(18)26)13-20(27)25-17-10-8-16(9-11-17)21(22,23)24/h4-11,14H,2-3,12-13H2,1H3,(H,25,27)). The datasets from the following experiments are available: infrared absorption spectroscopy (IR) 1H nuclear magnetic resonance spectroscopy (1H NMR) 13C nuclear magnetic resonance spectroscopy (13C NMR) 19F nuclear magnetic resonance spectroscopy (19F NMR) mass spectrometry (MS)
DOI: 10.14272/dsyqxfrpidflbx-uhfffaoysa-n/chmo0000593
title: 1H nuclear magnetic resonance spectroscopy (1H NMR) (2-(1-butylindol-3-yl)-N-[4-(trifluoromethyl)phenyl]acetamide)
title: InChI=1S/C21H21F3N2O/c1-2-3-12-26-14-15(18-6-4-5-7-19(18)26)13-20(27)25-17-10-8-16(9-11-17)21(22,23)24/h4-11,14H,2-3,12-13H2,1H3,(H,25,27)

description: dataset for 1H nuclear magnetic resonance spectroscopy (1H NMR) 1H NMR (400 MHz, Acetone-d6 [2.05 ppm], ppm) δ = 9.48 (s, 1H), 7.84 (d, J = 8.3 Hz, 2H), 7.64 (d, J = 8.1 Hz, 1H), 7.60 (d, J = 8.8 Hz, 2H), 7.41 (d, J = 8.3 Hz, 1H), 7.29 (s, 1H), 7.17–7.13 (m, 1H), 7.05–7.01 (m, 1H), 4.17 (t, J = 7.1 Hz, 2H), 3.85 (d, J = 0.7 Hz, 2H), 1.83–1.76 (m, 2H), 1.34 (h, J = 7.3 Hz, 2H), 0.92 (t, J = 7.5 Hz, 3H).Impurities: This spectrum contains water at 2.87 ppm.
DOI: 10.14272/dsyqxfrpidflbx-uhfffaoysa-n/chmo0000595
title: 13C nuclear magnetic resonance spectroscopy (13C NMR) (2-(1-butylindol-3-yl)-N-[4-(trifluoromethyl)phenyl]acetamide)
title: InChI=1S/C21H21F3N2O/c1-2-3-12-26-14-15(18-6-4-5-7-19(18)26)13-20(27)25-17-10-8-16(9-11-17)21(22,23)24/h4-11,14H,2-3,12-13H2,1H3,(H,25,27)

description: dataset for 13C nuclear magnetic resonance spectroscopy (13C NMR) 13C NMR (100 MHz, Acetone-d6 [29.9 ppm], ppm) δ = 171.1, 144.0, 137.5, 129.0, 128.2, 126.8 (q, J = 3.9 Hz, 2C), 125.5 (q, J = 270.5 Hz), 125.2 (q, J = 32.4 Hz), 122.3, 120.0 (2C), 119.9, 119.9, 110.5, 108.6, 46.5, 35.1, 33.3, 20.8, 14.1.
DOI: 10.14272/dsyqxfrpidflbx-uhfffaoysa-n/chmo0000597
title: 19F nuclear magnetic resonance spectroscopy (19F NMR) (2-(1-butylindol-3-yl)-N-[4-(trifluoromethyl)phenyl]acetamide)
title: InChI=1S/C21H21F3N2O/c1-2-3-12-26-14-15(18-6-4-5-7-19(18)26)13-20(27)25-17-10-8-16(9-11-17)21(22,23)24/h4-11,14H,2-3,12-13H2,1H3,(H,25,27)

description: dataset for 19F nuclear magnetic resonance spectroscopy (19F NMR) 19F NMR (376 MHz, Acetone-d6, ppm) δ = –62.41.
DOI: 10.5281/zenodo.3880563
title: AFM movie of DHR10-mica18 on m-mica (001) in 100 mM KCl solution

description: AFM movie of DHR10-mica18 on m-mica (001) in 100 mM KCl solution. The experimental AFM dataset was collected by Shuai Zhang and converted to Python-compatible format by Maxim Ziatdinov.
DOI: 10.5519/qd.95wah46e
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (175 records)
DOI: 10.6073/pasta/567918c6f5f2a113027a62323752e0e9
title: WAT01 Konza Prairie long-term irrigation transect study

description: In 1991, an irrigation transect experiment was established near the Konza Prairie HQ to assess the effects of supplemental water on ecological processes in tallgrass prairie. The site is burned annually in the spring. The transect spans upland, hillside and lowland topographic positions with irrigation and sampling points (12) located at 10 m intervals. Adjacent control transects are marked on both sides of the irrigation transect. Irrigation is scheduled according to estimates of actual evapotranspiration and measures of plant water status. In 1992, an additional 4 irrigation sprinklers were added to the transect (2 at each end). In 1993, a second line of sprinklers and control plots was added (#16-31). At the time of peak aboveground biomass (late August to October), six 0.1 m2 quadrats are harvested at each of the 30 sites (no #9 due to rock outcrop) for the irrigated and control/non-irrigated lines. Biomass is separated into live grass, forb and woody. As of 2006, c.dead is no longer separated from live grass. Vegetative species composition was initially measured in 1991 at each site, and continues to be measured at midseason by using a modified Daubenmire canopy coverage technique in a 10 m2 circular plot. At approximately 10 day intervals, predawn and midday plant water potentials are measured in Andropogon gerardii at each site in both irrigated and control transects. Since 1992, reproductive effort of the dominant grasses Andropogon gerardii (ANGE), Sorghastrum nutans (SONU), Schizachyrium scoparius (ANSC) has been assessed in irrigated and control transects by measuring heights (n=9) and densities (n=4) of flowering stalks. In 1993, soil moisture measurements at 15 and 30 cm depths were begun with a Time Domain Reflectometry system. Data set also includes measured natural precipitation and supplemental water added to the site.
DOI: 10.21227/k10b-qn21
title: Brazilian Flights Dataset

description: An integrated dataset containing data on departure and arrival data for Brazilian domestic flights comprising the period from the years 2000 to 2018.Composed of 13,823,630 records of flight data, each containing 50 attributes. The attributes include data regarding the airline, flight, airports, meteorological conditions, and scheduled and real times of departure and arrival.
DOI: 10.5281/zenodo.3880562
title: AFM movie of DHR10-mica18 on m-mica (001) in 100 mM KCl solution

description: AFM movie of DHR10-mica18 on m-mica (001) in 100 mM KCl solution. The experimental AFM dataset was collected by Shuai Zhang and converted to Python-compatible format by Maxim Ziatdinov.
DOI: 10.5519/qd.bqaxai46
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (1 records)
DOI: 10.21227/p42a-je77
title: Brazilian Flights Dataset

description: An integrated dataset containing data on departure and arrival data for Brazilian domestic flights comprising the period from the years 2000 to 2018.Composed of 13,823,630 records of flight data, each containing 50 attributes. The attributes include data regarding the airline, flight, airports, meteorological conditions, and scheduled and real times of departure and arrival.
DOI: 10.5281/zenodo.3875482
title: MCMC Chains of Age Estimation for Rose et al. 2019

description: This is the full MCMC chains from the analysis of Rose, Garnavich, Berg 2019, ApJ 874, 32 (https://doi.org/10.3847/1538-4357/ab0704). The analysis code is available on GitHub (https://github.com/benjaminrose/MC-Age) and archived at https://doi.org/10.5281/zenodo.3875494.
DOI: 10.5281/zenodo.3875481
title: MCMC Chains of Age Estimation for Rose et al. 2019

description: This is the full MCMC chains from the analysis of Rose, Garnavich, Berg 2019, ApJ 874, 32 (https://doi.org/10.3847/1538-4357/ab0704). The analysis code is available on GitHub (https://github.com/benjaminrose/MC-Age) and archived at https://doi.org/10.5281/zenodo.3875494.
DOI: 10.17632/th7fztbrv9.3
title: Data for: USING MACHINE LEARNING TO PREDICT OVARIAN CANCER

description: Supplementary data 1: It contains the original raw data. Supplementary data 2: It contains a list of biomarkers, their abbreviations, and their descriptions used in the study. Supplementary data 3: It contains the imputed version of the training data without the biomarker CA72-4. Supplementary data 4: It contains the raw training data. Supplementary data 5: It contains the raw test data.