cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.15015651
title: Equine-BB-MELE-05

description: Equine-BB-MELE
DOI: 10.6084/m9.figshare.15015651.v1
title: Equine-BB-MELE-05

description: Equine-BB-MELE
DOI: 10.6084/m9.figshare.15015654.v1
title: Equine-TB-MELE-09

description: Equine-TB-MELE
DOI: 10.6084/m9.figshare.15015654
title: Equine-TB-MELE-09

description: Equine-TB-MELE
DOI: 10.6084/m9.figshare.15015663.v1
title: Equine-BB-MELE-02

description: Equine-BB-MELE
DOI: 10.6084/m9.figshare.15015663
title: Equine-BB-MELE-02

description: Equine-BB-MELE
DOI: 10.6084/m9.figshare.15015666
title: Equine-BB-EALE-07

description: Equine-BB-EALE
DOI: 10.6084/m9.figshare.15015645
title: Equine-TB-EALE-05

description: Equine-TB-EALE
DOI: 10.6084/m9.figshare.15015660
title: Equine-BB-EALE-10

description: Equine-BB-EALE
DOI: 10.6084/m9.figshare.15015666.v1
title: Equine-BB-EALE-07

description: Equine-BB-EALE
DOI: 10.6084/m9.figshare.15015669
title: Equine-BB-EALE-13

description: Equine-BB-EALE
DOI: 10.6084/m9.figshare.15015660.v1
title: Equine-BB-EALE-10

description: Equine-BB-EALE
DOI: 10.6084/m9.figshare.15015669.v1
title: Equine-BB-EALE-13

description: Equine-BB-EALE
DOI: 10.6084/m9.figshare.15015675.v1
title: Equine-BB-MELE-11

description: Equine-BB-MELE
DOI: 10.6084/m9.figshare.15015672
title: Equine-BB-EALE-14

description: Equine-BB-EALE
DOI: 10.6084/m9.figshare.15015675
title: Equine-BB-MELE-11

description: Equine-BB-MELE
DOI: 10.6084/m9.figshare.15015657
title: Equine-BB-EALE-08

description: Equine-BB-EALE
DOI: 10.6084/m9.figshare.15015672.v1
title: Equine-BB-EALE-14

description: Equine-BB-EALE
DOI: 10.6084/m9.figshare.15015678.v1
title: Equine-BB-EALE-15

description: Equine-BB-EALE
DOI: 10.6084/m9.figshare.15015678
title: Equine-BB-EALE-15

description: Equine-BB-EALE
DOI: 10.6084/m9.figshare.15015681
title: Equine-TB-EALE-10

description: Equine-TB-EALE
DOI: 10.5517/ccdc.csd.cc26n1kh
title: CCDC 2045056: Experimental Crystal Structure Determination

description: Related Article: Davide Balestri, Paolo P. Mazzeo, Roberto Perrone, Fabio Fornari, Federica Bianchi, Maria Careri, Alessia Bacchi, Paolo Pelagatti|2021|Angew.Chem.,Int.Ed.|60|10194|doi:10.1002/anie.202017105
DOI: 10.6084/m9.figshare.15015681.v1
title: Equine-TB-EALE-10

description: Equine-TB-EALE
DOI: 10.6084/m9.figshare.15015684
title: Equine-TB-EALE-17

description: Equine-TB-EALE
DOI: 10.6084/m9.figshare.15015687.v1
title: Equine-TB-EALE-11

description: Equine-TB-EALE-11
DOI: 10.6084/m9.figshare.15015684.v1
title: Equine-TB-EALE-17

description: Equine-TB-EALE
DOI: 10.6084/m9.figshare.15015693
title: Equine-TB-MELE-14

description: Equine-TB-MELE
DOI: 10.6084/m9.figshare.15015687
title: Equine-TB-EALE-11

description: Equine-TB-EALE-11
DOI: 10.6084/m9.figshare.15015690
title: Equine-TB-EALE-19

description: Equine-TB-EALE
DOI: 10.6084/m9.figshare.15015690.v1
title: Equine-TB-EALE-19

description: Equine-TB-EALE
DOI: 10.6084/m9.figshare.15015693.v1
title: Equine-TB-MELE-14

description: Equine-TB-MELE
DOI: 10.6084/m9.figshare.15015696
title: Equine-BB-EALE-16

description: Equine-BB-EALE
DOI: 10.6084/m9.figshare.15015696.v1
title: Equine-BB-EALE-16

description: Equine-BB-EALE
DOI: 10.6084/m9.figshare.15015699
title: Equine-TB-EALE-18

description: Equine-TB-EALE
DOI: 10.5517/ccdc.csd.cc29zgsk
title: CCDC 2144449: Experimental Crystal Structure Determination

description: Related Article: Yuan-Yuan Tang, Yu-Ling Zeng, Ren-Gen Xiong|2022|J.Am.Chem.Soc.|144|8633|doi:10.1021/jacs.2c01069
DOI: 10.6084/m9.figshare.15015699.v1
title: Equine-TB-EALE-18

description: Equine-TB-EALE
DOI: 10.5517/ccdc.csd.cc29zgtl
title: CCDC 2144450: Experimental Crystal Structure Determination

description: Related Article: Yuan-Yuan Tang, Yu-Ling Zeng, Ren-Gen Xiong|2022|J.Am.Chem.Soc.|144|8633|doi:10.1021/jacs.2c01069
DOI: 10.6084/m9.figshare.15015702
title: Equine-TB-EALE-15

description: Equine-TB-EALE
DOI: 10.6084/m9.figshare.15015702.v1
title: Equine-TB-EALE-15

description: Equine-TB-EALE
DOI: 10.6084/m9.figshare.15015705
title: Equine-BB-EALE-17

description: Equine-BB-EALE
DOI: 10.6084/m9.figshare.15015705.v1
title: Equine-BB-EALE-17

description: Equine-BB-EALE
DOI: 10.6084/m9.figshare.15015708.v1
title: Equine-BB-EALE-18

description: Equine-BB-EALE
DOI: 10.6084/m9.figshare.15015708
title: Equine-BB-EALE-18

description: Equine-BB-EALE
DOI: 10.6084/m9.figshare.15015711
title: Equine-TB-EALE-16

description: Equine-TB-EALE
DOI: 10.6084/m9.figshare.15015711.v1
title: Equine-TB-EALE-16

description: Equine-TB-EALE
DOI: 10.6084/m9.figshare.15015714.v1
title: Equine-BB-EALE-22

description: Equine-BB-EALE
DOI: 10.5517/ccdc.csd.cc29zgvm
title: CCDC 2144451: Experimental Crystal Structure Determination

description: Related Article: Yuan-Yuan Tang, Yu-Ling Zeng, Ren-Gen Xiong|2022|J.Am.Chem.Soc.|144|8633|doi:10.1021/jacs.2c01069
DOI: 10.6084/m9.figshare.15015714
title: Equine-BB-EALE-22

description: Equine-BB-EALE
DOI: 10.6084/m9.figshare.15015720
title: Equine-TB-EALE-20

description: Equine-TB-EALE
DOI: 10.6084/m9.figshare.15015717
title: Equine-TB-EALE-13

description: Equine-TB-EALE
DOI: 10.6084/m9.figshare.15015720.v1
title: Equine-TB-EALE-20

description: Equine-TB-EALE
DOI: 10.6084/m9.figshare.15015723
title: Equine-BB-EALE-24

description: Equine-BB-EALE
DOI: 10.5517/ccdc.csd.cc29zgyq
title: CCDC 2144454: Experimental Crystal Structure Determination

description: Related Article: Yuan-Yuan Tang, Yu-Ling Zeng, Ren-Gen Xiong|2022|J.Am.Chem.Soc.|144|8633|doi:10.1021/jacs.2c01069
DOI: 10.6084/m9.figshare.15015717.v1
title: Equine-TB-EALE-13

description: Equine-TB-EALE
DOI: 10.6084/m9.figshare.15015723.v1
title: Equine-BB-EALE-24

description: Equine-BB-EALE
DOI: 10.6084/m9.figshare.15015726
title: Equine-BB-EALE-19

description: Equine-BB-EALE
DOI: 10.6084/m9.figshare.15015726.v1
title: Equine-BB-EALE-19

description: Equine-BB-EALE
DOI: 10.5517/ccdc.csd.cc29zgzr
title: CCDC 2144455: Experimental Crystal Structure Determination

description: Related Article: Yuan-Yuan Tang, Yu-Ling Zeng, Ren-Gen Xiong|2022|J.Am.Chem.Soc.|144|8633|doi:10.1021/jacs.2c01069
DOI: 10.5517/ccdc.csd.cc29zh0t
title: CCDC 2144456: Experimental Crystal Structure Determination

description: Related Article: Yuan-Yuan Tang, Yu-Ling Zeng, Ren-Gen Xiong|2022|J.Am.Chem.Soc.|144|8633|doi:10.1021/jacs.2c01069
DOI: 10.6084/m9.figshare.15015729
title: Equine-BB-EALE-23

description: Equine-BB-EALE
DOI: 10.6084/m9.figshare.15015729.v1
title: Equine-BB-EALE-23

description: Equine-BB-EALE
DOI: 10.6084/m9.figshare.15015732
title: Equine-BB-EALE-25

description: Equine-BB-EALE
DOI: 10.6084/m9.figshare.15015732.v1
title: Equine-BB-EALE-25

description: Equine-BB-EALE
DOI: 10.6084/m9.figshare.15015735.v1
title: Equine-BB-MELE-20

description: Equine-BB-MELE
DOI: 10.6084/m9.figshare.15015735
title: Equine-BB-MELE-20

description: Equine-BB-MELE
DOI: 10.6084/m9.figshare.15015738.v1
title: Equine-TB-EALE-27

description: Equine-TB-EALE
DOI: 10.6084/m9.figshare.15015738
title: Equine-TB-EALE-27

description: Equine-TB-EALE
DOI: 10.6084/m9.figshare.15015741
title: Equine-BB-MELE-26

description: Equine-BB-MELE
DOI: 10.6084/m9.figshare.15015741.v1
title: Equine-BB-MELE-26

description: Equine-BB-MELE
DOI: 10.6084/m9.figshare.15015744.v1
title: Equine-TB-EALE-21

description: Equine-TB-EALE
DOI: 10.6084/m9.figshare.15015750
title: Equine-TB-EALE-24

description: Equine-TB-EALE
DOI: 10.6084/m9.figshare.15015744
title: Equine-TB-EALE-21

description: Equine-TB-EALE
DOI: 10.6084/m9.figshare.15015747
title: Equine-TB-MELE-22

description: Equine-TB-MELE
DOI: 10.6084/m9.figshare.15015747.v1
title: Equine-TB-MELE-22

description: Equine-TB-MELE
DOI: 10.6084/m9.figshare.15015750.v1
title: Equine-TB-EALE-24

description: Equine-TB-EALE
DOI: 10.6084/m9.figshare.15015753
title: Equine-TB-MELE-28

description: Equine-TB-MELE
DOI: 10.6084/m9.figshare.15015753.v1
title: Equine-TB-MELE-28

description: Equine-TB-MELE
DOI: 10.6084/m9.figshare.15015759
title: Equine-TB-EALE-31

description: Equine-TB-EALE
DOI: 10.6084/m9.figshare.15015756
title: Equine-TB-MELE-29

description: Equine-TB-MELE
DOI: 10.6084/m9.figshare.15015756.v1
title: Equine-TB-MELE-29

description: Equine-TB-MELE
DOI: 10.6084/m9.figshare.15015759.v1
title: Equine-TB-EALE-31

description: Equine-TB-EALE
DOI: 10.6084/m9.figshare.15015762
title: Equine-TB-EALE-23

description: Equine-TB-EALE
DOI: 10.6084/m9.figshare.15015765
title: Equine-BB-EALE-30

description: Equine-BB-EALE
DOI: 10.6084/m9.figshare.15015765.v1
title: Equine-BB-EALE-30

description: Equine-BB-EALE
DOI: 10.6084/m9.figshare.15015768
title: Equine-TB-EALE-25

description: Equine-TB-EALE
DOI: 10.6084/m9.figshare.15015768.v1
title: Equine-TB-EALE-25

description: Equine-TB-EALE
DOI: 10.6084/m9.figshare.15015771.v1
title: Equine-BB-EALE-28

description: Equine-BB-EALE
DOI: 10.6084/m9.figshare.15015771
title: Equine-BB-EALE-28

description: Equine-BB-EALE
DOI: 10.6084/m9.figshare.15015774
title: Equine-BB-MELE-27

description: Equine-BB-MELE
DOI: 10.6084/m9.figshare.15015774.v1
title: Equine-BB-MELE-27

description: Equine-BB-MELE
DOI: 10.6084/m9.figshare.15015777
title: Equine-BB-EALE-29

description: Equine-BB-EALE
DOI: 10.6084/m9.figshare.15015780
title: Equine-TB-EALE-30

description: Equine-TB-EALE
DOI: 10.6084/m9.figshare.15015780.v1
title: Equine-TB-EALE-30

description: Equine-TB-EALE
DOI: 10.6084/m9.figshare.15015783.v1
title: Equine-BB-MELE-31

description: Equine-BB-MELE
DOI: 10.6084/m9.figshare.15015777.v1
title: Equine-BB-EALE-29

description: Equine-BB-EALE
DOI: 10.6084/m9.figshare.15015783
title: Equine-BB-MELE-31

description: Equine-BB-MELE
DOI: 10.6084/m9.figshare.15015801
title: Human-BB-EALH-2702

description: Human-EALH
DOI: 10.6084/m9.figshare.15015801.v1
title: Human-BB-EALH-2702

description: Human-EALH
DOI: 10.6084/m9.figshare.15015804
title: Human-BB-EALH-10227

description: Human-EALH
DOI: 10.6084/m9.figshare.15015807
title: Human-BB-EALH-10080

description: Human-EALH
DOI: 10.6084/m9.figshare.15015804.v1
title: Human-BB-EALH-10227

description: Human-EALH
DOI: 10.6084/m9.figshare.15015810.v1
title: Human-BB-EALH-10672

description: Human-EALH
DOI: 10.6084/m9.figshare.15015813
title: Human-BB-EALH-10120

description: Human-EALH
DOI: 10.6084/m9.figshare.15015813.v1
title: Human-BB-EALH-10120

description: Human-EALH
DOI: 10.6084/m9.figshare.15015807.v1
title: Human-BB-EALH-10080

description: Human-EALH
DOI: 10.6084/m9.figshare.15015810
title: Human-BB-EALH-10672

description: Human-EALH
DOI: 10.6084/m9.figshare.15015816
title: Human-TB-EALH-2707

description: Human-EALH
DOI: 10.6084/m9.figshare.15015819
title: Human-TB-EALH-10672

description: Human-EALH
DOI: 10.6084/m9.figshare.15015822.v1
title: Human-BB-EALH-11480

description: Human-EALH
DOI: 10.6084/m9.figshare.15015822
title: Human-BB-EALH-11480

description: Human-EALH
DOI: 10.6084/m9.figshare.15015825
title: Human-BB-EALH-10835

description: Human-EALH
DOI: 10.6084/m9.figshare.15015825.v1
title: Human-BB-EALH-10835

description: Human-EALH
DOI: 10.6084/m9.figshare.15015828
title: Human-BB-EALH-10052

description: Human-EALH
DOI: 10.6084/m9.figshare.15015828.v1
title: Human-BB-EALH-10052

description: Human-EALH
DOI: 10.6084/m9.figshare.15015831
title: Human-BB-EALH-11323

description: Human-EALH
DOI: 10.6084/m9.figshare.15015831.v1
title: Human-BB-EALH-11323

description: Human-EALH
DOI: 10.6084/m9.figshare.19619655
title: Images Meta Data

description: The Excel table contains metadata about all images such as staining, species, EIPH grade, version or the link to Figshare.
DOI: 10.6084/m9.figshare.15015834
title: Human-TB-EALH-10835

description: Human-EALH
DOI: 10.6084/m9.figshare.15015834.v1
title: Human-TB-EALH-10835

description: Human-EALH
DOI: 10.6084/m9.figshare.19619655.v1
title: Images Meta Data

description: The Excel table contains metadata about all images such as staining, species, EIPH grade, version or the link to Figshare.
DOI: 10.17028/rd.lboro.19890484
title: Supplementary information for Perceived barriers and facilitators to exercise in kidney transplant recipients: A qualitative study

description: Supplementary information files for article Perceived barriers and facilitators to exercise in kidney transplant recipients: A qualitative study <br> <strong>Background:</strong> Exercise has the potential to attenuate the high levels of cardiovascular morbidity and mortality present in kidney transplant recipients (KTRs). Despite this, activity levels in KTRs remain low. The aim of this qualitative study was to explore the barriers and facilitators of exercise in KTRs. <strong>Methods:</strong> Thirteen KTRs (8 males; mean ±SD; age 53 ±13 years; eGFR 53 ±21 mL/min/1.73m<sup>2</sup>) were recruited and completed semi-structured one-to-one interviews at University Hospitals of Leicester NHS Trust. All KTRs were eligible if their kidney transplant was completed &gt;12 weeks prior to interview and their consultant considered them to have no major contraindications to exercise. All interviews were audio recorded, transcribed verbatim, and subject to framework analysis in order to identify and report themes. <strong>Results:</strong> Themes were organised into personal, behavioural, and environmental factors based on social cognitive theory (SCT). Facilitators of exercise were largely internal: enjoyment, exercise for general health and health of the transplanted kidney, and desire to maintain normality. Social interaction, support and guidance of healthcare professionals, and goal setting were perceived as motivational. Harming the kidney, a lack of guidance, self-motivation, and accessibility were barriers to exercise. <strong>Conclusion:</strong> These results provide detailed insight for the development of interventions designed to increase physical activity in KTRs. They provide strong evidence that specific exercise guidelines are required for this population and that the healthcare system could have a key role in supporting KTRs to become more physically active. Interventions need to be multifaceted to appeal to the differing levels of support desired by KTRs.
DOI: 10.17028/rd.lboro.19890484.v1
title: Supplementary information for Perceived barriers and facilitators to exercise in kidney transplant recipients: A qualitative study

description: Supplementary information files for article Perceived barriers and facilitators to exercise in kidney transplant recipients: A qualitative study <br> <strong>Background:</strong> Exercise has the potential to attenuate the high levels of cardiovascular morbidity and mortality present in kidney transplant recipients (KTRs). Despite this, activity levels in KTRs remain low. The aim of this qualitative study was to explore the barriers and facilitators of exercise in KTRs. <strong>Methods:</strong> Thirteen KTRs (8 males; mean ±SD; age 53 ±13 years; eGFR 53 ±21 mL/min/1.73m<sup>2</sup>) were recruited and completed semi-structured one-to-one interviews at University Hospitals of Leicester NHS Trust. All KTRs were eligible if their kidney transplant was completed &gt;12 weeks prior to interview and their consultant considered them to have no major contraindications to exercise. All interviews were audio recorded, transcribed verbatim, and subject to framework analysis in order to identify and report themes. <strong>Results:</strong> Themes were organised into personal, behavioural, and environmental factors based on social cognitive theory (SCT). Facilitators of exercise were largely internal: enjoyment, exercise for general health and health of the transplanted kidney, and desire to maintain normality. Social interaction, support and guidance of healthcare professionals, and goal setting were perceived as motivational. Harming the kidney, a lack of guidance, self-motivation, and accessibility were barriers to exercise. <strong>Conclusion:</strong> These results provide detailed insight for the development of interventions designed to increase physical activity in KTRs. They provide strong evidence that specific exercise guidelines are required for this population and that the healthcare system could have a key role in supporting KTRs to become more physically active. Interventions need to be multifaceted to appeal to the differing levels of support desired by KTRs.
DOI: 10.15482/usda.adc/1196762
title: Cimex Lectularius Official Gene Set v1.2

description: The Baylor College of Medicine recently sequenced and annotated the Cimex lectularius  genome as part of the i5k pilot project. The C. lectularius  research community has manually reviewed and curated the computational gene predictions and generated an official gene set, OGSv1.2.
The bed bug, Cimex lectularius, is a model organism for understanding dermonecrotic envenomation (sphingomylinase D). A key focus of research to understand neurotic fractions in venom. The bed bug also provides appropriate phylogenetic sampling across diversity of order Araneae.
This dataset presents the Cimex lectularius  Official Gene Set (OGS) v1.2. The OGS is an integration of automatic gene predictions from MAKER (done by Dan Hughes at Baylor) with manual annotations by the research community (done via Web Apollo).
 Official Gene Sets OGSv1.1 and OGSv1.0 were never publicly released. Full datasets for OGSv1.2 and OGSv1.3 are additionally accessible at VEuPathDB: https://vectorbase.org/common/downloads/Legacy%20VectorBase%20Files/Cime...
If you wish to use this dataset, please follow the Baylor College of Medicine's conditions for data use: https://www.hgsc.bcm.edu/bcm-hgsc-conditions-use
DOI: 10.5281/zenodo.6582447
title: Data used in "Topographic Modulation of the Wind Stress Impact on Eddy Activity in the Southern Ocean"

description: These are the data used in the creation of figures (Fig3,4,S2) in Cai et al. 2022: "Topographic Modulation of the Wind Stress Impact on Eddy Activity in the Southern Ocean", including 9 experiments. It is obtained from NEMO output.
DOI: 10.5281/zenodo.6550919
title: Data used in "Topographic Modulation of the Wind Stress Impact on Eddy Activity in the Southern Ocean"

description: These are the data used in the creation of figures (Fig3,4,S2) in Cai et al. 2022: "Topographic Modulation of the Wind Stress Impact on Eddy Activity in the Southern Ocean", including 9 experiments. It is obtained from NEMO output.
DOI: 10.17632/drv92gcv9z.1
title: LINF_280011200

description: dynein heavy chain
Leishmania infantum (strain JPCM5)
DOI: 10.17632/kmgcd8hskh.1
title: Probabilistic betting tasks experiments and Coloured ball betting tasks experiments

description:   Following the traditional setup of the Allais-type betting task, two behavioral experiments including eight sets of betting tasks were designed using the first set of betting tasks in the Allais Paradox as the base template. One set of experiments describes the base rate information of the wagering tasks in the form of probabilistic combinations in order to better restore the decision environment of the traditional Alley-type wagering tasks. The other set of experiments was based on Experiment 1, which replaced the probabilistic descriptions with frequency representations in the form of images (Coloured ball betting tasks) to again examine the participants' decision making.
DOI: 10.17632/s8v4t5v9g2.2
title: Clonal diversification and histogenesis of malignant germ cell tumours

description: Additional data not found within the study's accompanying Supplementary Data or Additional Source Data.
DOI: 10.17632/5n9t235p9m.1
title: LINF_280010900

description: Mitogen-activated protein kinase 8 | MPK8
Leishmania infantum (strain JPCM5)
DOI: 10.17632/8vh34wbs6x.1
title: LINF_280010500

description: DNA repair protein RAD51
Leishmania infantum (strain JPCM5)
DOI: 10.17632/78ghfpj225.1
title: RGC DATA

description: This observational study has a retrospective cohort design. We reviewed the electronic medical records of all fasted patients undergoing endoscopy under deep sedation or general anesthesia from July 2021 to March 2022. All included patients completed the minimum two-hour fast for clear fluids and the minimum eight-hour fast for solids. All patients over 18 years of age presenting for elective diagnostic endoscopy were eligible. The  exclusion criteria were as follows: gastric outlet obstruction; gastric volvulus; frank gastric bleeding; ASA-PS (American Society of Anesthesiologists Physical Status) ≥ IV; recent abdominal surgery (last than 2 months); emergency endoscopy therapeutic procedures; combined surgical procedures with endoscopy; chronic renal failure; chronic liver disease; achalasia; Zenker's diverticulum; linitis plastica; multiple myeloma; systemic lupus erythematosus and other collagenosis; pregnancy; chronic opioid use; drug addiction; use of vasoactive agents; patients admitted to the intensive care unit; ingestion of medication known to affect gastric emptying, such as tricyclic antidepressants, opioids, pro-kinetics, histamine type 2 receptor antagonists and incomplete medical records. Patients using other GLP-1 receptor agonists than semaglutide and oral semaglutide were also excluded. The primary outcome was the presence of any amount of solid content from the pharynx to the pylorus or liquid content with an aspirated volume>0.8 mL/Kg. With the purpose of establishing a possible "at risk stomach", we assumed that 0.8 mL.kg−1 would characterize a higher risk for pulmonary aspiration.
DOI: 10.34636/dmportal/0ptnwj/e2wxce
title: Bul20.fastq.gz

description: :unav
DOI: 10.34636/dmportal/0ptnwj/gzhzhv
title: Ken1.fastq.gz

description: :unav
DOI: 10.34636/dmportal/0ptnwj/spu0lm
title: Haz2.fastq.gz

description: :unav
DOI: 10.34636/dmportal/0ptnwj/b9ru7r
title: Ken11.fastq.gz

description: :unav
DOI: 10.34636/dmportal/0ptnwj/liggjz
title: Haz16.fastq.gz

description: :unav
DOI: 10.34636/dmportal/0ptnwj/hvpddr
title: Cat6.fastq.gz

description: :unav
DOI: 10.34636/dmportal/0ptnwj/rvppgq
title: Cor12.fastq.gz

description: :unav
DOI: 10.34636/dmportal/0ptnwj/hdi8jp
title: Ken7.fastq.gz

description: :unav
DOI: 10.34636/dmportal/0ptnwj/1eoldb
title: Haz10.fastq.gz

description: :unav
DOI: 10.17632/xhkk73v4rm.1
title: Data for the method validation experiment of effective design knowledge abstraction from Chinese patents 

description: An experiment was conducted with 25 participants. They were divided equally into five groups. Two evaluators assessed the novelty and quality of their ideas. The data had the number, novelty and quality of the participants' output ideas, as well as the time they spent reading patent knowledge.
DOI: 10.34636/dmportal/0ptnwj/00mkxc
title: Bul5.fastq.gz

description: :unav
DOI: 10.34636/dmportal/0ptnwj/sw5ttc
title: Cor7.fastq.gz

description: :unav
DOI: 10.34636/dmportal/0ptnwj/oloamz
title: Cor3.fastq.gz

description: :unav
DOI: 10.34636/dmportal/0ptnwj/dzmezi
title: Cat7.fastq.gz

description: :unav
DOI: 10.17632/z3g3t859cf.1
title: 'Is the use of deep learning an appropriate means to locate debris in the ocean without harming aquatic wildlife?' Source Code

description: These are the source code files for a simple convolutional neural network compared with the VGG-16 transfer learning model that we trained and tested for our paper: 'Is the use of deep learning an appropriate means to locate debris in the ocean without harming aquatic wildlife?'. 
Within our research we compared the following two CNN's by training them on our dataset of 1,644 images and testing on 100 images. As our database of imagery is small, we were only able to produce a 'prototype' on what this research could lead to. Our aim was to see if a CNN could safely distinguish between marine life and synthetic debris in a binary classification and we achieved promising results with an accuracy of 89% (custom CNN) and 95% (VGG-16). The full paper explains how with further development this project could be applied to automation and be a part of the process of cleaning up earth's oceans and waterways; the paper also outlines the importance of reducing marine litter on animal life, the environment and human health.
DOI: 10.34636/dmportal/0ptnwj/vrbrdq
title: Arg16.fastq.gz

description: :unav
DOI: 10.34636/dmportal/0ptnwj/asopo6
title: Cat3.fastq.gz

description: :unav
DOI: 10.17632/p2bnkr5rfc.1
title: datatvet

description: students' performance