cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.dby2cb
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Distichodus microps, Distichodus mossambicus, Distichodus nefasch, Distichodus noboli, Distichodus notospilus, Distichodus petersii, Distichodus rostratus, Distichodus rufigiensis, Distichodus schenga, Distichodus sexfasciatus, Dundocharax bidentatus, Eugnathichthys eetveldii, Eugnathichthys macroterolepis, Ichthyborus besse, Ichthyborus monodi, Ichthyborus ornatus, Ichthyborus quadrilineatus, Mesoborus crocodilus, Microstomatichthyoborus bashforddeani, Microstomatichthyoborus katangae, Monostichodus elongatus, Hemistichodus lootensi, Monostichodus lootensi, Hemistichodus mesmaekersi, Monostichodus mesmaekersi, Hemistichodus vaillanti, Nannaethiops unitaeniatus, Nannocharax altus, Hemigrammocharax angolensis, Nannocharax angolensis, Nannocharax ansorgii, Nannocharax brevis, Nannocharax elongatus, Nannocharax fasciatus, Nannocharax fasciolaris, Nannocharax gracilis, Nannocharax hollyi, Nannocharax intermedius, Nannocharax latifasciatus, Nannocharax lineomaculatus, Hemigrammocharax lineostriatus, Nannocharax lineostriatus, Nannocharax luapulae, Hemigrammocharax machadoi, Nannocharax machadoi, Nannocharax macropterus, Nannocharax maculicauda, Nannocharax micros, Hemigrammocharax minutus, Nannocharax minutus, Hemigrammocharax monardi, Nannocharax monardi, Hemigrammocharax multifasciatus, Nannocharax multifasciatus, Nannocharax niloticus, Nannocharax occidentalis, Hemigrammocharax ocellicauda, Nannocharax ocellicauda, Nannocharax ogoensis, Nannocharax parvus, Nannocharax procatopus, Nannocharax pteron, Nannocharax reidi, Nannocharax rubrolabiatus, Nannocharax schoutedeni, Nannocharax seyboldi, Nannocharax taenia, Hemigrammocharax uniocellatus, Nannocharax uniocellatus, Hemigrammocharax wittei, Nannocharax wittei, Neolebias ansorgii, Neolebias axelrodi, Neolebias gossei, Neolebias gracilis, Neolebias kerguennae, Neolebias lozii, Neolebias philippei, Neolebias powelli, Neolebias spilotaenia, Neolebias trewavasae, Neolebias trilineatus, Neolebias unifasciatus, Paradistichodus dimidiatus, Paraphago rostratus, Phago boulengeri, Phago intermedius, Phago loricatus, Xenocharax crassus, Hepsetus cuvieri, Hepsetus kingsleyae, Hepsetus lineatus, Hepsetus occidentalis, Hepsetus odoe, Alosa agone, Alosa algeriensis, Alosa alosa, Alosa fallax, Congothrissa gossei, Ethmalosa fimbriata)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((55.286 -5.2478,55.7601 -5.2525,56.3854 -4.8393,56.3853 -4.1433,55.9472 -3.3831,55.1382 -3.2684,55.1382 -5.0908,55.286 -5.2478))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032193-250827131500795/datasets/export for details.
DOI: 10.11587/tifbmp/ssjor2
title: 10579_da_de_v1_0.tab

description: Core data file - STATA format - 29 Variables, 1005 Observations
DOI: 10.11587/tifbmp/iossrr
title: 10579_da_de_v1_0.zsav

description: Core data file - compressed SPSS format - 29 Variables, 1005 Observations
DOI: 10.11587/gfgfi9/vo5ryn
title: 10580_qu_de_v1_0.pdf

description: Questionnaire
DOI: 10.11587/gfgfi9/3ygh8n
title: 10580_vi_de_v1_0.tab

description: Variable identifiers and descriptions - machine-readable
DOI: 10.11587/gfgfi9/v3jzcu
title: 10580_da_de_v1_0.tab

description: Core data file - STATA format - 41 Variables, 2001 Observations
DOI: 10.17632/xjwfvcbjdm
title: Porcine Epidemic Diarrhea Virus Nonstructural Proteins: Unraveling Innate Immune Evasion Mechanisms and Therapeutic Implications

description: Figure 1. Schematic diagram of PEDV infection routes in pigs.Black arrows indicate the transmission pathways of PEDV.
Figure 2. Schematic diagrams of PEDV virion structure and genomic organization.(A) PEDV virion structure; (B) PEDV genomic organization.
Figure 3. Innate Immune Signaling Pathways.
Figure 4. Schematic diagram of functional classification of PEDV Nsp proteins in immune evasion mechanisms
DOI: 10.11587/gfgfi9/wphrvw
title: 10580_da_de_v1_0.zsav

description: Core data file - compressed SPSS format - 41 Variables, 2001 Observations
DOI: 10.17632/xjwfvcbjdm.1
title: Porcine Epidemic Diarrhea Virus Nonstructural Proteins: Unraveling Innate Immune Evasion Mechanisms and Therapeutic Implications

description: Figure 1. Schematic diagram of PEDV infection routes in pigs.Black arrows indicate the transmission pathways of PEDV.
Figure 2. Schematic diagrams of PEDV virion structure and genomic organization.(A) PEDV virion structure; (B) PEDV genomic organization.
Figure 3. Innate Immune Signaling Pathways.
Figure 4. Schematic diagram of functional classification of PEDV Nsp proteins in immune evasion mechanisms
DOI: 10.11587/avlptm/pxceno
title: 10581_qu_de_v1_0.pdf

description: Questionnaire
DOI: 10.11587/avlptm/brtdwz
title: 10581_vi_de_v1_0.tab

description: Variable identifiers and descriptions - machine-readable
DOI: 10.11587/avlptm/du8t1q
title: 10581_da_de_v1_0.tab

description: Core data file - STATA format - 34 Variables, 1000 Observations
DOI: 10.11587/avlptm/fveeki
title: 10581_da_de_v1_0.zsav

description: Core data file - compressed SPSS format - 34 Variables, 1000 Observations
DOI: 10.11587/ya6jys/py6c8i
title: 10582_qu_de_v1_0.pdf

description: Questionnaire
DOI: 10.11587/ya6jys/adtonk
title: 10582_vi_de_v1_0.tab

description: Variable identifiers and descriptions - machine-readable
DOI: 10.11587/ya6jys/jtktoh
title: 10582_da_de_v1_0.tab

description: Core data file - STATA format - 31 Variables, 500 Observations
DOI: 10.11587/ya6jys/lfqm1b
title: 10582_da_de_v1_0.zsav

description: Core data file - compressed SPSS format - 31 Variables, 500 Observations
DOI: 10.11587/ppzjtw/6sseek
title: 10583_qu_de_v1_0.pdf

description: Questionnaire
DOI: 10.11587/ppzjtw/vhkq1v
title: 10583_vi_de_v1_0.tab

description: Variable identifiers and descriptions - machine-readable
DOI: 10.17632/6z6dyr653b.1
title: Transforming China’s Food System: Quantifying Health-Environment Synergies Through Strategic Meat-to-Legume Transitions

description: The code is used to calculate DRFs.
DOI: 10.11587/ppzjtw/0unv0j
title: 10583_da_de_v1_0.tab

description: Core data file - STATA format - 22 Variables, 1002 Observations
DOI: 10.15468/dl.3m7pvz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chiton lusitanicus",
 "Country is Portugal",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032194-250827131500795/datasets/export for details.
DOI: 10.11587/ppzjtw/w5heoh
title: 10583_da_de_v1_0.zsav

description: Core data file - compressed SPSS format - 22 Variables, 1002 Observations
DOI: 10.17026/dans-zk5-k9aw
title: Waalkribben, fase 2 Kribverlaging Waal Midden-Waal fase 2

description: &lt;p&gt;De drie kribben, waarvan de verlaging archeologisch begeleid is, bleken in verschillende mate van intactheid te verkeren. Waarbij bij krib 905355 nog een deel van de oorspronkelijke opbouw van de krib aanwezig was, bleek de opbouw van krib 908765 vrijwel geheel verstoord te zijn. Van krib 905145 waren alleen de onderste lagen van de oorspronkelijke opbouw nog aanwezig. In geen van de kribben werden sporen van oudere kribben aangetroffen of aanwijzingen voor meerdere fasen. Ook fenomenen als scheepswrakken werden niet aangetroffen. Uit de resultaten van de begeleiding kan wel de oorspronkelijke opbouw van de kribben worden gereconstrueerd, voor zover aanwezig boven de maximale ontgravingsdiepte. De onderste laag van de kribben wordt gevormd door een pakket grof zand en grind. De top van dit pakket bevindt zich op circa 4,55 meter +Nap. delen van dit pakket zijn aangetroffen in de kribben 905355 en 905145. Hierboven bevond zich een pakket matig grof zand met lagen grijze klei. Ingebed in dit pakket bevond zich gevlochten houtenkraagwerk. De top van dit pakket, alleen nog aangetroffen in krib 905355, bevond zich op een hoogte van 5,30 meter +Nap. Eventueel oorspronkelijk op een hoger niveau nog aanwezige lagen die behoorden tot de opbouw van de krib zijn niet aangetroffen. De aanwezigheid van natuurlijk afgezette lagen direct op het pakket met het houtwerk lijken er echter op te wijzen dat dit laatste pakket het oppervlak van de krib vormde. De, uit historisch kaartmateriaal afgeleide, datering van de kribben kon helaas niet getoetst worden, wegens het ontbreken van daterend vondstmateriaal.&lt;/p&gt;
DOI: 10.11587/7x1aqd/28i1ua
title: 10584_qu_de_v1_0.pdf

description: Questionnaire
DOI: 10.17632/kr8bndwzrs
title: Data source of Integrated perspective on granular characteristics of Martian soils (including GSD data from Gale, Jezero, Gusev and Meridiani Planum)

description: S1: Detailed GSD data (soil weight percentage within each grain size category) from Gale Crater and the corresponding GSD parameters；
S2: Detailed GSD data (soil weight percentage within each grain size category) from Jezero Crater and the corresponding GSD parameters；
S3: Detailed GSD data (soil weight percentage within each grain size category) from Gusev Crater and the corresponding GSD parameters；
S4: Detailed GSD data (soil weight percentage within each grain size category) from Meridiani Planum and the corresponding GSD parameters.
DOI: 10.11587/7x1aqd/cklr3l
title: 10584_vi_de_v1_0.tab

description: Variable identifiers and descriptions - machine-readable
DOI: 10.17632/kr8bndwzrs.1
title: Data source of Integrated perspective on granular characteristics of Martian soils (including GSD data from Gale, Jezero, Gusev and Meridiani Planum)

description: S1: Detailed GSD data (soil weight percentage within each grain size category) from Gale Crater and the corresponding GSD parameters；
S2: Detailed GSD data (soil weight percentage within each grain size category) from Jezero Crater and the corresponding GSD parameters；
S3: Detailed GSD data (soil weight percentage within each grain size category) from Gusev Crater and the corresponding GSD parameters；
S4: Detailed GSD data (soil weight percentage within each grain size category) from Meridiani Planum and the corresponding GSD parameters.
DOI: 10.11587/7x1aqd/cxz00g
title: 10584_da_de_v1_0.tab

description: Core data file - STATA format - 36 Variables, 1002 Observations
DOI: 10.15468/dl.jzeytg
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lissachatina fulica",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1990",
 "CoordinateUncertaintyInMeters is less than 1000",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 17 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032195-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.11587/7x1aqd/px9dfh
title: 10584_da_de_v1_0.zsav

description: Core data file - compressed SPSS format - 36 Variables, 1002 Observations
DOI: 10.17632/7c6k563fdc
title: Urothelial Collective-Gliding Response Acts as a Toll-like Receptor 4–Associated Defense Mechanism. Zhang et al.

description: Urothelial Collective-Gliding Response Acts as a Toll-like Receptor 4–Associated Defense Mechanism. Zhang et al.
DOI: 10.17632/7c6k563fdc.1
title: Urothelial Collective-Gliding Response Acts as a Toll-like Receptor 4–Associated Defense Mechanism. Zhang et al.

description: Urothelial Collective-Gliding Response Acts as a Toll-like Receptor 4–Associated Defense Mechanism. Zhang et al.
DOI: 10.11587/ib4al4/mghpzs
title: 10585_qu_de_v1_0.pdf

description: Questionnaire
DOI: 10.11587/ib4al4/wsviao
title: 10585_vi_de_v1_0.tab

description: Variable identifiers and descriptions - machine-readable
DOI: 10.11587/ib4al4/mufqm8
title: 10585_da_de_v1_0.tab

description: Core data file - STATA format - 23 Variables, 1005 Observations
DOI: 10.11587/ib4al4/mpr7bn
title: 10585_da_de_v1_0.zsav

description: Core data file - compressed SPSS format - 23 Variables, 1005 Observations
DOI: 10.11587/hymioi/idaic9
title: 10586_qu_de_v1_0.pdf

description: Questionnaire
DOI: 10.11587/hymioi/qejzv0
title: 10586_vi_de_v1_0.tab

description: Variable identifiers and descriptions - machine-readable
DOI: 10.11587/hymioi/ymmxse
title: 10586_da_de_v1_0.tab

description: Core data file - STATA format - 29 Variables, 540 Observations
DOI: 10.3886/e210003
title: Code for: Pulled-in and Crowded-out: Heterogeneous Outcomes of Merit-based School Choice

description: This project provides the code and the details to replicate the results for the article "Pulled-in and Crowded-out: heterogeneous outcomes of merit-based school choice". This is the abstract of the paper: We analyze the effects of reforming the high school admission system from a residence based allocation to a merit-based allocation. The merit-based system generates oversubscribed schools, which favor high-GPA students at the expense of displacing low-GPA ones. We use the potential outcomes framework to analyze the effects of the reform, separating the effects for those gaining access to competitive schools from those losing access and identifying these parameters by using the reform as an instrument within subpopulations defined by admission cutoffs and GPA. The small and negative overall effect of the reform hides large negative effects for the crowded-out students.
DOI: 10.11587/hymioi/40l6vm
title: 10586_da_de_v1_0.zsav

description: Core data file - compressed SPSS format - 29 Variables, 540 Observations
DOI: 10.3886/e210003v1
title: Code for: Pulled-in and Crowded-out: Heterogeneous Outcomes of Merit-based School Choice

description: This project provides the code and the details to replicate the results for the article "Pulled-in and Crowded-out: heterogeneous outcomes of merit-based school choice". This is the abstract of the paper: We analyze the effects of reforming the high school admission system from a residence based allocation to a merit-based allocation. The merit-based system generates oversubscribed schools, which favor high-GPA students at the expense of displacing low-GPA ones. We use the potential outcomes framework to analyze the effects of the reform, separating the effects for those gaining access to competitive schools from those losing access and identifying these parameters by using the reform as an instrument within subpopulations defined by admission cutoffs and GPA. The small and negative overall effect of the reform hides large negative effects for the crowded-out students.
DOI: 10.11587/pv9ai6/no09y5
title: 10587_qu_de_v1_0.pdf

description: Questionnaire
DOI: 10.11587/pv9ai6/rc5kq3
title: 10587_vi_de_v1_0.tab

description: Variable identifiers and descriptions - machine-readable
DOI: 10.11587/pv9ai6/lzuumj
title: 10587_da_de_v1_0.tab

description: Core data file - STATA format - 37 Variables, 1003 Observations
DOI: 10.11587/pv9ai6/famc84
title: 10587_da_de_v1_0.zsav

description: Core data file - compressed SPSS format - 37 Variables, 1003 Observations
DOI: 10.11587/l6amd3/lybgby
title: 10588_qu_de_v1_0.pdf

description: Questionnaire
DOI: 10.11587/l6amd3/owyjnv
title: 10588_vi_de_v1_0.tab

description: Variable identifiers and descriptions - machine-readable
DOI: 10.11587/l6amd3/9kqzd9
title: 10588_da_de_v1_0.tab

description: Core data file - STATA format - 24 Variables, 1001 Observations
DOI: 10.11587/l6amd3/oqvx1y
title: 10588_da_de_v1_0.zsav

description: Core data file - compressed SPSS format - 24 Variables, 1001 Observations
DOI: 10.15468/dl.6zdv56
title: Occurrence Download

description: A dataset containing 70 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lotus corniculatus",
 "Country is Brazil",
 "HasCoordinate is true"
 ]
}

 The dataset includes 70 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032197-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xwttpc
title: Occurrence Download

description: A dataset containing 13122 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lotus corniculatus",
 "Country is Canada",
 "HasCoordinate is true"
 ]
}

 The dataset includes 13122 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032198-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.11587/cuq0j0/u4uujl
title: 10589_qu_de_v1_0.pdf

description: Questionnaire
DOI: 10.17632/kgtyj8r8g5
title: Supplemental Video 1

description: This video is one of the supplemental video for publication of papers addressing snake predation on cavity-nesting birds.
DOI: 10.11587/cuq0j0/lyidnv
title: 10589_vi_de_v1_0.tab

description: Variable identifiers and descriptions - machine-readable
DOI: 10.17632/kgtyj8r8g5.1
title: Supplemental Video 1

description: This video is one of the supplemental video for publication of papers addressing snake predation on cavity-nesting birds.
DOI: 10.11587/cuq0j0/pkektu
title: 10589_da_de_v1_0.tab

description: Core data file - STATA format - 51 Variables, 1015 Observations
DOI: 10.11587/cuq0j0/2fn1g7
title: 10589_da_de_v1_0.zsav

description: Core data file - compressed SPSS format - 51 Variables, 1015 Observations
DOI: 10.15468/dl.56e7ez
title: Occurrence Download

description: A dataset containing 66 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lotus corniculatus",
 "Country is Chile",
 "HasCoordinate is true"
 ]
}

 The dataset includes 66 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032199-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/x9z44vhvmy
title: Sense of Coherence in university students: A Research Dataset

description: This dataset reports the numerical findings of a research project designed to assess the Sense of Coherence among university students. The applied instrument evaluates three fundamental dimensions: (1) comprehensibility, (2) manageability, and (3) meaningfulness. Data were collected in Chile and Ecuador, offering valuable insights into the Sense of Coherence capacities of university students within the Latin American context.
DOI: 10.11587/x3v7gh/gbniam
title: 10590_qu_de_v1_0.pdf

description: Questionnaire
DOI: 10.11587/x3v7gh/pxgphv
title: 10590_vi_de_v1_0.tab

description: Variable identifiers and descriptions - machine-readable
DOI: 10.17632/x9z44vhvmy.1
title: Sense of Coherence in university students: A Research Dataset

description: This dataset reports the numerical findings of a research project designed to assess the Sense of Coherence among university students. The applied instrument evaluates three fundamental dimensions: (1) comprehensibility, (2) manageability, and (3) meaningfulness. Data were collected in Chile and Ecuador, offering valuable insights into the Sense of Coherence capacities of university students within the Latin American context.
DOI: 10.11587/x3v7gh/lvlxrm
title: 10590_da_de_v1_0.tab

description: Core data file - STATA format - 19 Variables, 1004 Observations
DOI: 10.11587/x3v7gh/rpecna
title: 10590_da_de_v1_0.zsav

description: Core data file - compressed SPSS format - 19 Variables, 1004 Observations
DOI: 10.17026/dans-xhx-9vmh
title: A12.0240 Voorst- Terwolde, Twelloseweg 93

description: &lt;p&gt;In opdracht van Intermontage Leurink B.V. heeft BAAC bv (onderzoeks- en adviesbureau voor Bouwhistorie, Archeologie, Architectuur- en Cultuurhistorie) te ‘s-Hertogenbosch een archeologische begeleiding uitgevoerd in plangebied Twelloseweg 93 te Terwolde, gemeente Voorst.&lt;/p&gt;&lt;p&gt;BBD Hafkamp is voornemens om het plangebied aan de Twelloseweg 29 in Terwolde (gemeente Voorst) her in te richten. De bebouwing aan de oostelijke zijde zal worden gesloopt en vervangen worden door nieuwbouw. De bestaande hallen blijven gehandhaafd. Het onderzoeksgebied heeft een oppervlakte van ca. 0,2 ha. Om de nieuwbouw te realiseren zijn er bodemingrepen gepland die eventuele archeologische resten en sporen kunnen beschadigen of vernietigen. In het noordelijke deel zal gefundeerd worden op palen tot een diepte van 17 m beneden peil. De fundering op balken zal reiken tot 1 m – peil omdat er een kruipruimte wordt gecreëerd. De zuidelijke bebouwing wordt gefundeerd op poeren tot 0,80 m – peil.&lt;/p&gt;&lt;p&gt;Het plangebied bevindt zich in een zone met vorstvaaggronden.&lt;br&gt;Vorstvaaggronden hebben ten opzichte van de omliggende landschapseenheden een middelhoge ligging en kunnen daarom een geschikte locatie vormen voor menselijke bewoning. In het plangebied werden slechts enkele archeologische sporen aangetroffen. Het gaat hierbij om paalkuilen, een kuil en een greppel uit de nieuwe tijd C. Er was wel wat ouder aardewerk (NTA-NTB) aanwezig, maar dit bevond zich in een kuil samen met jongere vondsten.&lt;/p&gt;&lt;p&gt;Op het minuutplan uit het begin van de negentiende eeuw is het plangebied aangegeven als bouwland en op de Bonnekaart van rond 1900 is het gebied in gebruik als weiland. De sporen zullen daarom een agrarische oorsprong hebben. De aangetroffen greppel komt overeen met de locatie van een perceelgrens.&lt;/p&gt;&lt;p&gt;De aanwezigheid van archeologische sporen of resten in het niet onderzochte deel van het plangebied kan niet worden uitgesloten. BAAC bv wil er daarom op wijzen dat men bij bodemverstorende activiteiten alert dient te zijn op de aanwezigheid van archeologische waarden (zoals vondstmateriaal en grondsporen). Bij het aantreffen van deze waarden dient men hiervan melding te maken bij de Minister (in de praktijk de RCE) conform artikel 53 van de Monumentenwet 1988.&lt;br&gt;Aan de hand van de resultaten van het onderhavige onderzoek blijft de middelhoge archeologische verwachting voor de aangrenzende percelen gehandhaafd.&lt;/p&gt;
DOI: 10.17632/dcm7jwyd3z
title: Trained NAS Models from "Augmenting Pre-trained Deep Vision Models for Radiographic Knee Osteoarthritis Classification without Base Model Retraining"

description: This repository contains the fully trained Neural Architecture Search (NAS) Models featured in the paper titled "Augmenting Pre-trained Deep Vision Models for Radiographic Knee Osteoarthritis Classification without Base Model Retraining." The paper's link will be added once it is announced. To load these models effectively, users must have TensorFlow/Keras installed and be running Python version 3.7 or higher.
DOI: 10.17632/dcm7jwyd3z.1
title: Trained NAS Models from "Augmenting Pre-trained Deep Vision Models for Radiographic Knee Osteoarthritis Classification without Base Model Retraining"

description: This repository contains the fully trained Neural Architecture Search (NAS) Models featured in the paper titled "Augmenting Pre-trained Deep Vision Models for Radiographic Knee Osteoarthritis Classification without Base Model Retraining." The paper's link will be added once it is announced. To load these models effectively, users must have TensorFlow/Keras installed and be running Python version 3.7 or higher.
DOI: 10.11587/tzz23d/vplzdz
title: 10591_qu_de_v1_0.pdf

description: Questionnaire
DOI: 10.11587/tzz23d/srxmto
title: 10591_vi_de_v1_0.tab

description: Variable identifiers and descriptions - machine-readable
DOI: 10.11587/tzz23d/4cr6aa
title: 10591_da_de_v1_0.tab

description: Core data file - STATA format - 85 Variables, 1002 Observations
DOI: 10.11587/tzz23d/aua1ef
title: 10591_da_de_v1_0.zsav

description: Core data file - compressed SPSS format - 85 Variables, 1002 Observations
DOI: 10.11587/2sl4gt/2s8rmh
title: 10592_qu_de_v1_0.pdf

description: Questionnaire