cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/rknd3wbz42.1
title: One-Stage-TFS: Thai One-Stage Fingerspelling Dataset

description: The Thai One-Stage Fingerspelling (One-Stage-TFS) dataset is a comprehensive resource designed to advance research in hand gesture recognition, explicitly focusing on the recognition of Thai sign language. This dataset comprises 7,200 images capturing 15 one-stage consonant gestures performed by undergraduate students from Rajabhat Maha Sarakham University, Thailand. The contributors include both expert students from the Special Education Department with proficiency in Thai sign language and students from other departments without prior sign language experience. Images were collected between July and December 2021 using a DSLR camera, with contributors demonstrating hand gestures against both simple and complex backgrounds. The One-Stage-TFS dataset presents challenges in detecting and recognizing hand gestures, offering opportunities to develop novel end-to-end recognition frameworks. Researchers can utilize this dataset to explore deep learning methods for hand detection, followed by feature extraction and recognition using techniques like convolutional neural networks, transformers, and adaptive feature fusion networks. The dataset supports a wide range of applications in computer science, including deep learning, computer vision, and pattern recognition, thereby encouraging further innovation and exploration in these fields.

Keywords:
One-stage fingerspelling; Fingerspelling recognition; Hand detection; Hand gesture recognition; Deep learning; Computer vision 

Subject: 
Computer Science 

Specific subject area: 
Fingerspelling recognition is a crucial component of hand gesture recognition frameworks. The Thai One-Stage Fingerspelling Dataset includes images and annotated files that indicate the location of the hand within the images. This dataset is designed to support the detection of hand gestures and the recognition of fingerspelling. Additionally, it is relevant to various fields, including deep learning, computer vision, pattern recognition, and computer science applications.

Type of data: 
Image (JPG format) and Raw (XML format)

Data collection: 
The Thai One-Stage Fingerspelling (One-Stage-TFS) Dataset provides fingerspelling in the Thai language, focusing exclusively on one-stage consonants. The dataset was collected between July and December 2021 by undergraduate students at Rajabhat Maha Sarakham University, Thailand. The contributors included students from the Special Education Department with experience in Thai sign language and students from other departments without experience.

Data source location:
Institution: Rajabhat Maha Sarakham University
Province: Mahasarakham
Country: Thailand


Related research article:
S. Lata, O. Surinta, An end-to-end Thai fingerspelling recognition framework with deep convolutional neural networks, ICIC Express Letters 16 (2022) 529–536. https://doi.org/10.24507/icicel.16.05.5529
DOI: 10.7483/opendata.cms.3yol.yi1b
title: /ZHiggs0L1ToGG_M125_TuneCP5_13TeV-JHUGenV7011-pythia8/RunIISummer20UL16MiniAODv2-106X_mcRun2_asymptotic_v17-v2/MINIAODSIM
DOI: 10.17632/b3dfxj3xdn.1
title: Structural but not functional resistance of frugivore-plant interaction networks to the defaunation process

description: We investigated the effect of defaunation on the structure and function of two frugivore interaction networks in the tropical dry forest of northern Colombia. We combined data from field observations of fruit consumption with species extinction simulation models. For these models, we used three different scenarios in the order of species removal: random extinction and from larger to smaller body size in both the structural and functional components. The third scenario was used as a baseline for comparison and corresponds to the worst-case scenario according to the component, i.e., from highest to lowest contribution to network structure (CNS) in the structural component and from highest to lowest contribution to seed dispersal potential (SDP) in the functional component.
The data show the results of calculating the structure (nestedness and modularity) and function (richness and functional evenness) metrics in each of the extinction steps per scenario.
DOI: 10.17632/9frsmg5682.1
title: LINF_030006200

description: hypothetical protein - conserved
Leishmania infantum (strain JPCM5)
DOI: 10.7483/opendata.cms.umyy.urmg
title: /ZHiggs0L1ToGG_M125_TuneCP5_13TeV-JHUGenV7011-pythia8/RunIISummer20UL16NanoAODv9-106X_mcRun2_asymptotic_v17-v1/NANOAODSIM
DOI: 10.7483/opendata.cms.z1jq.m3k6
title: /ZHiggs0L1ToWW_M-125_2Lfilter_TuneCP5_13TeV-jhugen727-pythia8/RunIISummer20UL16MiniAODv2-106X_mcRun2_asymptotic_v17-v1/MINIAODSIM
DOI: 10.7483/opendata.cms.gye5.a9lz
title: /ZHiggs0L1ToWW_M-125_2Lfilter_TuneCP5_13TeV-jhugen727-pythia8/RunIISummer20UL16NanoAODv9-106X_mcRun2_asymptotic_v17-v1/NANOAODSIM
DOI: 10.7483/opendata.cms.oxrh.hfxb
title: /ZHiggs0L1ToZZ_4LFilter_M125_TuneCP5_13TeV-jhugenv7011-pythia8/RunIISummer20UL16MiniAODv2-106X_mcRun2_asymptotic_v17-v2/MINIAODSIM
DOI: 10.7483/opendata.cms.xdrd.s9p4
title: /ZHiggs0L1ToZZ_4LFilter_M125_TuneCP5_13TeV-jhugenv7011-pythia8/RunIISummer20UL16NanoAODv9-106X_mcRun2_asymptotic_v17-v2/NANOAODSIM
DOI: 10.7483/opendata.cms.sjca.vlyk
title: /ZHiggs0L1Zgf05ph0ToGG_M125_TuneCP5_13TeV-JHUGenV7011-pythia8/RunIISummer20UL16MiniAODv2-106X_mcRun2_asymptotic_v17-v2/MINIAODSIM
DOI: 10.7483/opendata.cms.z7mg.02vf
title: /ZHiggs0L1Zgf05ph0ToGG_M125_TuneCP5_13TeV-JHUGenV7011-pythia8/RunIISummer20UL16NanoAODv9-106X_mcRun2_asymptotic_v17-v1/NANOAODSIM
DOI: 10.7483/opendata.cms.thil.vxr6
title: /ZHiggs0L1Zgf05ph0ToZZ_4LFilter_M125_TuneCP5_13TeV-jhugenv7011-pythia8/RunIISummer20UL16MiniAODv2-106X_mcRun2_asymptotic_v17-v2/MINIAODSIM
DOI: 10.7483/opendata.cms.4yoc.ojrn
title: /ZHiggs0L1Zgf05ph0ToZZ_4LFilter_M125_TuneCP5_13TeV-jhugenv7011-pythia8/RunIISummer20UL16NanoAODv9-106X_mcRun2_asymptotic_v17-v2/NANOAODSIM
DOI: 10.7483/opendata.cms.d1yi.8v1v
title: /ZHiggs0L1ZgToGG_M125_TuneCP5_13TeV-JHUGenV7011-pythia8/RunIISummer20UL16MiniAODv2-106X_mcRun2_asymptotic_v17-v2/MINIAODSIM
DOI: 10.7483/opendata.cms.q63w.sch2
title: /ZHiggs0L1ZgToGG_M125_TuneCP5_13TeV-JHUGenV7011-pythia8/RunIISummer20UL16NanoAODv9-106X_mcRun2_asymptotic_v17-v1/NANOAODSIM
DOI: 10.7483/opendata.cms.3p87.svg3
title: /ZHiggs0L1ZgToZZ_4LFilter_M125_TuneCP5_13TeV-jhugenv7011-pythia8/RunIISummer20UL16MiniAODv2-106X_mcRun2_asymptotic_v17-v2/MINIAODSIM
DOI: 10.17632/mz5hgw2t4f.1
title: Gene body DNA hydroxymethylation restricts the magnitude of transcriptional changes during aging

description: All source data (except genomics and raw mass spec data) associated with "Gene body DNA hydroxymethylation restricts the magnitude of transcriptional changes during aging" including image files, excel files etc.
DOI: 10.7483/opendata.cms.f20y.rw4k
title: /ZHiggs0L1ZgToZZ_4LFilter_M125_TuneCP5_13TeV-jhugenv7011-pythia8/RunIISummer20UL16NanoAODv9-106X_mcRun2_asymptotic_v17-v2/NANOAODSIM
DOI: 10.17632/h3j249rtyr.1
title: LINF_290026200

description: alpha/beta-Hydrolase; Leishmania infantum (strain JPCM5)
DOI: 10.7483/opendata.cms.qq8u.hbrx
title: /ZHiggs0LZgf05ph0ToWW_M-125_2Lfilter_TuneCP5_13TeV-jhugen727-pythia8/RunIISummer20UL16MiniAODv2-106X_mcRun2_asymptotic_v17-v1/MINIAODSIM
DOI: 10.7483/opendata.cms.l1ec.j2qd
title: /ZHiggs0LZgf05ph0ToWW_M-125_2Lfilter_TuneCP5_13TeV-jhugen727-pythia8/RunIISummer20UL16NanoAODv9-106X_mcRun2_asymptotic_v17-v1/NANOAODSIM
DOI: 10.17632/87gbx4vc9v.1
title: STL and nTop Files of Heat Sink Designs (associated with SFF 2024 paper)

description: This includes 5 designs of heat sinks that are discussed in "Additive Manufacturing of Surface-based Structures for Studying Fluid Flow in Heat Sinks with High-Speed Imaging".
DOI: 10.17632/w4t5h4tw72.1
title: LDHU3_07.0980

description: Importin N-terminal domain-containing protein; Leishmania donovani (HU3 strain)
DOI: 10.7483/opendata.cms.e1pr.wyid
title: /ZHiggs0Mf05ph0ToGG_M125_TuneCP5_13TeV-JHUGenV7011-pythia8/RunIISummer20UL16MiniAODv2-106X_mcRun2_asymptotic_v17-v2/MINIAODSIM
DOI: 10.17632/ttdtd3m48j.1
title: STL and nTop Files - Fluid Flow in Heat Sinks (SFF 2024)

description: Collection of 5 STL and 5 nTop files associated with the SFF Paper "Additive Manufacturing of Surface-based Structures for Studying Fluid Flow in Heat Sinks with High-Speed Imaging"
DOI: 10.17632/st587xs5yd.1
title: LINF_200015100

description: glutaredoxin; Leishmania infantum (strain JPCM5)
DOI: 10.7483/opendata.cms.mwsc.te7k
title: /ZHiggs0Mf05ph0ToGG_M125_TuneCP5_13TeV-JHUGenV7011-pythia8/RunIISummer20UL16NanoAODv9-106X_mcRun2_asymptotic_v17-v1/NANOAODSIM
DOI: 10.7483/opendata.cms.jcu6.gmet
title: /ZHiggs0Mf05ph0ToWW_M-125_2Lfilter_TuneCP5_13TeV-jhugen727-pythia8/RunIISummer20UL16MiniAODv2-106X_mcRun2_asymptotic_v17-v1/MINIAODSIM
DOI: 10.17632/8xz36yy89b.1
title: LINF_200020400

description: protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.17632/r5y8btj7yt.1
title: MiRNA and Target Gene Data of Preconditioned Extracellular Vesicles Derived from Umbilical Cord Mesenchymal Stem Cells Treatment In Biliary Atresia Rat Liver

description: Biliary atresia (BA) is a severe liver disease affecting infants, leading to fibrosis and cirrhosis if untreated. The innovative therapeutic approach using preconditioned extracellular vesicles (EVs) derived from umbilical cord mesenchymal stem cells (UC-MSCs) has shown promise in mitigating liver damage and promoting liver regeneration. The preconditioning of UC-MSCs enhances the therapeutic potential of EVs by enriching them with bioactive molecules, particularly microRNAs (miRNAs). 
This study aims to characterize the miRNA and target gene profiles of preconditioned EVs derived from UC-MSCs and evaluate their therapeutic effects on BA in a rat model. By understanding the miRNA content and their target genes, we can elucidate the molecular mechanisms through which these EVs exert their hepatoprotective effects.
Preconditioned EVs derived from UC-MSCs represent a potent therapeutic strategy for BA. The miRNA and target gene data provide valuable insights into the molecular mechanisms underlying the therapeutic effects, paving the way for further clinical translation and development of EV-based therapies for liver diseases.
DOI: 10.7483/opendata.cms.qr78.g5da
title: /ZHiggs0Mf05ph0ToWW_M-125_2Lfilter_TuneCP5_13TeV-jhugen727-pythia8/RunIISummer20UL16NanoAODv9-106X_mcRun2_asymptotic_v17-v1/NANOAODSIM
DOI: 10.17632/j59wsrzt6f.1
title: Respiratory Data and code for "Accelerated Discovery of Perovskite Solid Solutions through Automated Materials Synthesis and Characterization"

description: Research Publication: 
This respiratory comprises records from tested training datasets, algorithms/codes, high-throughput experimentation and step-by-step replication guides for the study titled: "Accelerated Discovery of Perovskite Solid Solutions through Automated Materials Synthesis and Characterization". 
DOI: 10.1038/s41467-024-50884-y 

Contributors: Mojan Omidvar1, Hangfeng Zhang1, Achintha Avin Ihalage1, Theo Graves Saunders1, Henry Giddens1, Michael Forrester2, Sajad Haq2, Yang Hao*1

1 Queen Mary University of London, Mile End Rd, Bethnal Green, E1 4NS, United Kingdom
2 QinetiQ, Cody Technology Park, Farnborough, Hampshire, GU14 0LX, United Kingdom

Contact: 
m.omidvar@qmul.ac.uk
DOI: 10.7483/opendata.cms.n5ba.s7kq
title: /ZHiggs0Mf05ph0ToZZ_4LFilter_M125_TuneCP5_13TeV-jhugenv7011-pythia8/RunIISummer20UL16MiniAODv2-106X_mcRun2_asymptotic_v17-v2/MINIAODSIM
DOI: 10.17632/x9hc7hf6xd.2
title: Demoulding behaviour of material jetted surfaces

description: This contains data for the characterisation of demoulding behaviour of material jetted surfaces. Data acquired from the high speed data acquisition system is available here.
DOI: 10.7483/opendata.cms.p23v.ck9k
title: /ZHiggs0Mf05ph0ToZZ_4LFilter_M125_TuneCP5_13TeV-jhugenv7011-pythia8/RunIISummer20UL16NanoAODv9-106X_mcRun2_asymptotic_v17-v2/NANOAODSIM
DOI: 10.7483/opendata.cms.w5ia.595t
title: /ZHiggs0MToGG_M125_TuneCP5_13TeV-JHUGenV7011-pythia8/RunIISummer20UL16MiniAODv2-106X_mcRun2_asymptotic_v17-v2/MINIAODSIM
DOI: 10.7483/opendata.cms.l759.ctfo
title: /ZHiggs0MToGG_M125_TuneCP5_13TeV-JHUGenV7011-pythia8/RunIISummer20UL16NanoAODv9-106X_mcRun2_asymptotic_v17-v1/NANOAODSIM
DOI: 10.17632/r39y877c9g.1
title: LDHU3_13.0610

description: Protein of unknown function - conserved; Leishmania donovani (HU3 strain)
DOI: 10.7483/opendata.cms.7zq5.r1il
title: /ZHiggs0MToWW_M-125_2Lfilter_TuneCP5_13TeV-jhugen727-pythia8/RunIISummer20UL16MiniAODv2-106X_mcRun2_asymptotic_v17-v1/MINIAODSIM
DOI: 10.7483/opendata.cms.7ffx.k1sa
title: /ZHiggs0MToWW_M-125_2Lfilter_TuneCP5_13TeV-jhugen727-pythia8/RunIISummer20UL16NanoAODv9-106X_mcRun2_asymptotic_v17-v1/NANOAODSIM
DOI: 10.7483/opendata.cms.0t4d.hr2z
title: /ZHiggs0MToZZ_4LFilter_M125_TuneCP5_13TeV-jhugenv7011-pythia8/RunIISummer20UL16MiniAODv2-106X_mcRun2_asymptotic_v17-v2/MINIAODSIM
DOI: 10.7483/opendata.cms.z5a1.hm3g
title: /ZHiggs0MToZZ_4LFilter_M125_TuneCP5_13TeV-jhugenv7011-pythia8/RunIISummer20UL16NanoAODv9-106X_mcRun2_asymptotic_v17-v2/NANOAODSIM
DOI: 10.7483/opendata.cms.mmhk.q55e
title: /ZHiggs0Myyf05ph0ToZZ_M125_TuneCP5_13TeV-jhugenv750-pythia8/RunIISummer20UL16MiniAODv2-106X_mcRun2_asymptotic_v17-v2/MINIAODSIM
DOI: 10.7483/opendata.cms.6bxc.hcsq
title: /ZHiggs0Myyf05ph0ToZZ_M125_TuneCP5_13TeV-jhugenv750-pythia8/RunIISummer20UL16NanoAODv9-106X_mcRun2_asymptotic_v17-v2/NANOAODSIM
DOI: 10.7483/opendata.cms.bajl.9e8c
title: /ZHiggs0MZyf05ph0ToZZ_M125_TuneCP5_13TeV-jhugenv750-pythia8/RunIISummer20UL16MiniAODv2-106X_mcRun2_asymptotic_v17-v2/MINIAODSIM
DOI: 10.7483/opendata.cms.0gnn.wglo
title: /ZHiggs0MZyf05ph0ToZZ_M125_TuneCP5_13TeV-jhugenv750-pythia8/RunIISummer20UL16NanoAODv9-106X_mcRun2_asymptotic_v17-v2/NANOAODSIM
DOI: 10.7483/opendata.cms.wl3k.tzgg
title: /ZHiggs0PHf05ph0ToGG_M125_TuneCP5_13TeV-JHUGenV7011-pythia8/RunIISummer20UL16MiniAODv2-106X_mcRun2_asymptotic_v17-v2/MINIAODSIM
DOI: 10.7483/opendata.cms.24o8.7gce
title: /ZHiggs0PHf05ph0ToGG_M125_TuneCP5_13TeV-JHUGenV7011-pythia8/RunIISummer20UL16NanoAODv9-106X_mcRun2_asymptotic_v17-v1/NANOAODSIM
DOI: 10.7483/opendata.cms.rg15.cjzp
title: /ZHiggs0PHf05ph0ToWW_M-125_2Lfilter_TuneCP5_13TeV-jhugen727-pythia8/RunIISummer20UL16MiniAODv2-106X_mcRun2_asymptotic_v17-v1/MINIAODSIM
DOI: 10.7483/opendata.cms.r4zw.63x7
title: /ZHiggs0PHf05ph0ToWW_M-125_2Lfilter_TuneCP5_13TeV-jhugen727-pythia8/RunIISummer20UL16NanoAODv9-106X_mcRun2_asymptotic_v17-v1/NANOAODSIM
DOI: 10.7483/opendata.cms.qifx.r9z9
title: /ZHiggs0PHf05ph0ToZZ_4LFilter_M125_TuneCP5_13TeV-jhugenv7011-pythia8/RunIISummer20UL16MiniAODv2-106X_mcRun2_asymptotic_v17-v2/MINIAODSIM
DOI: 10.7483/opendata.cms.aszu.tvup
title: /ZHiggs0PHf05ph0ToZZ_4LFilter_M125_TuneCP5_13TeV-jhugenv7011-pythia8/RunIISummer20UL16NanoAODv9-106X_mcRun2_asymptotic_v17-v2/NANOAODSIM
DOI: 10.7483/opendata.cms.nxns.qdj0
title: /ZHiggs0PHToGG_M125_TuneCP5_13TeV-JHUGenV7011-pythia8/RunIISummer20UL16MiniAODv2-106X_mcRun2_asymptotic_v17-v2/MINIAODSIM
DOI: 10.7483/opendata.cms.o2pg.f76t
title: /ZHiggs0PHToGG_M125_TuneCP5_13TeV-JHUGenV7011-pythia8/RunIISummer20UL16NanoAODv9-106X_mcRun2_asymptotic_v17-v1/NANOAODSIM
DOI: 10.7483/opendata.cms.cnr8.eso5
title: /ZHiggs0PHToWW_M-125_2Lfilter_TuneCP5_13TeV-jhugen727-pythia8/RunIISummer20UL16MiniAODv2-106X_mcRun2_asymptotic_v17-v1/MINIAODSIM
DOI: 10.7483/opendata.cms.n55r.oha9
title: /ZHiggs0PHToWW_M-125_2Lfilter_TuneCP5_13TeV-jhugen727-pythia8/RunIISummer20UL16NanoAODv9-106X_mcRun2_asymptotic_v17-v1/NANOAODSIM
DOI: 10.7483/opendata.cms.fre1.5pz5
title: /ZHiggs0PHToZZ_4LFilter_M125_TuneCP5_13TeV-jhugenv7011-pythia8/RunIISummer20UL16MiniAODv2-106X_mcRun2_asymptotic_v17-v2/MINIAODSIM
DOI: 10.7483/opendata.cms.mvgo.ofdx
title: /ZHiggs0PHToZZ_4LFilter_M125_TuneCP5_13TeV-jhugenv7011-pythia8/RunIISummer20UL16NanoAODv9-106X_mcRun2_asymptotic_v17-v2/NANOAODSIM
DOI: 10.7483/opendata.cms.6ik6.51dj
title: /ZHiggs0PHyyf05ph0ToZZ_M125_TuneCP5_13TeV-jhugenv750-pythia8/RunIISummer20UL16MiniAODv2-106X_mcRun2_asymptotic_v17-v2/MINIAODSIM
DOI: 10.7483/opendata.cms.kqw1.3if1
title: /ZHiggs0PHyyf05ph0ToZZ_M125_TuneCP5_13TeV-jhugenv750-pythia8/RunIISummer20UL16NanoAODv9-106X_mcRun2_asymptotic_v17-v2/NANOAODSIM
DOI: 10.7483/opendata.cms.umk2.357q
title: /ZHiggs0PHZyf05ph0ToZZ_M125_TuneCP5_13TeV-jhugenv750-pythia8/RunIISummer20UL16MiniAODv2-106X_mcRun2_asymptotic_v17-v2/MINIAODSIM
DOI: 10.7483/opendata.cms.em6o.lpvn
title: /ZHiggs0PHZyf05ph0ToZZ_M125_TuneCP5_13TeV-jhugenv750-pythia8/RunIISummer20UL16NanoAODv9-106X_mcRun2_asymptotic_v17-v2/NANOAODSIM
DOI: 10.7483/opendata.cms.f4dk.uqly
title: /ZHiggs0PMToGG_M125_TuneCP5_13TeV-JHUGenV7011-pythia8/RunIISummer20UL16MiniAODv2-106X_mcRun2_asymptotic_v17-v2/MINIAODSIM
DOI: 10.7483/opendata.cms.wrxd.f1zs
title: /ZHiggs0PMToGG_M125_TuneCP5_13TeV-JHUGenV7011-pythia8/RunIISummer20UL16NanoAODv9-106X_mcRun2_asymptotic_v17-v1/NANOAODSIM
DOI: 10.7483/opendata.cms.lphe.siz9
title: /ZHiggs0PMToWW_M-125_2Lfilter_TuneCP5_13TeV-jhugen727-pythia8/RunIISummer20UL16MiniAODv2-106X_mcRun2_asymptotic_v17-v1/MINIAODSIM
DOI: 10.7483/opendata.cms.lks0.7xw6
title: /ZHiggs0PMToWW_M-125_2Lfilter_TuneCP5_13TeV-jhugen727-pythia8/RunIISummer20UL16NanoAODv9-106X_mcRun2_asymptotic_v17-v1/NANOAODSIM
DOI: 10.7483/opendata.cms.s5jh.ied4
title: /ZHiggs0PMToZZ_4LFilter_M125_TuneCP5_13TeV-jhugenv7011-pythia8/RunIISummer20UL16MiniAODv2-106X_mcRun2_asymptotic_v17-v2/MINIAODSIM
DOI: 10.7483/opendata.cms.f31i.szvm
title: /ZHiggs0PMToZZ_4LFilter_M125_TuneCP5_13TeV-jhugenv7011-pythia8/RunIISummer20UL16NanoAODv9-106X_mcRun2_asymptotic_v17-v2/NANOAODSIM
DOI: 10.7483/opendata.cms.p667.j7q4
title: /ZHiggsDec0Myyf05ph0ToZZ_M125_TuneCP5_13TeV-jhugenv750-pythia8/RunIISummer20UL16MiniAODv2-106X_mcRun2_asymptotic_v17-v2/MINIAODSIM
DOI: 10.7483/opendata.cms.5rmi.dxc6
title: /ZHiggsDec0Myyf05ph0ToZZ_M125_TuneCP5_13TeV-jhugenv750-pythia8/RunIISummer20UL16NanoAODv9-106X_mcRun2_asymptotic_v17-v2/NANOAODSIM
DOI: 10.7483/opendata.cms.57ea.h09b
title: /ZHiggsDec0MZyf05ph0ToZZ_M125_TuneCP5_13TeV-jhugenv750-pythia8/RunIISummer20UL16MiniAODv2-106X_mcRun2_asymptotic_v17-v2/MINIAODSIM
DOI: 10.7483/opendata.cms.31z2.rjm9
title: /ZHiggsDec0MZyf05ph0ToZZ_M125_TuneCP5_13TeV-jhugenv750-pythia8/RunIISummer20UL16NanoAODv9-106X_mcRun2_asymptotic_v17-v2/NANOAODSIM
DOI: 10.7483/opendata.cms.hukc.2ebu
title: /ZHiggsDec0PHyyf05ph0ToZZ_M125_TuneCP5_13TeV-jhugenv750-pythia8/RunIISummer20UL16MiniAODv2-106X_mcRun2_asymptotic_v17-v2/MINIAODSIM
DOI: 10.7483/opendata.cms.q0if.9yht
title: /ZHiggsDec0PHyyf05ph0ToZZ_M125_TuneCP5_13TeV-jhugenv750-pythia8/RunIISummer20UL16NanoAODv9-106X_mcRun2_asymptotic_v17-v2/NANOAODSIM
DOI: 10.7483/opendata.cms.jynl.m1bq
title: /ZHiggsDec0PHZyf05ph0ToZZ_M125_TuneCP5_13TeV-jhugenv750-pythia8/RunIISummer20UL16MiniAODv2-106X_mcRun2_asymptotic_v17-v2/MINIAODSIM
DOI: 10.7483/opendata.cms.imae.bjvf
title: /ZHiggsDec0PHZyf05ph0ToZZ_M125_TuneCP5_13TeV-jhugenv750-pythia8/RunIISummer20UL16NanoAODv9-106X_mcRun2_asymptotic_v17-v2/NANOAODSIM
DOI: 10.7483/opendata.cms.hybk.10am
title: /ZH_ZToLL_HTo2LongLivedTo4G_MH-125_MFF-1_ctau-20cm_TuneCP5_fixedLifetime_13TeV-powheg-pythia8/RunIISummer20UL16MiniAODv2-106X_mcRun2_asymptotic_v17-v2/MINIAODSIM
DOI: 10.7483/opendata.cms.bce4.pj73
title: /ZH_ZToLL_HTo2LongLivedTo4G_MH-125_MFF-1_ctau-20cm_TuneCP5_fixedLifetime_13TeV-powheg-pythia8/RunIISummer20UL16NanoAODv9-106X_mcRun2_asymptotic_v17-v1/NANOAODSIM
DOI: 10.7483/opendata.cms.ac5a.f1br
title: /ZH_ZToLL_HTo2LongLivedTo4G_MH-125_MFF-1_ctau-50cm_TuneCP5_13TeV-powheg-pythia8/RunIISummer20UL16MiniAODv2-106X_mcRun2_asymptotic_v17-v2/MINIAODSIM
DOI: 10.7483/opendata.cms.9qw2.ucjv
title: /ZH_ZToLL_HTo2LongLivedTo4G_MH-125_MFF-1_ctau-50cm_TuneCP5_13TeV-powheg-pythia8/RunIISummer20UL16NanoAODv9-106X_mcRun2_asymptotic_v17-v1/NANOAODSIM
DOI: 10.7483/opendata.cms.oren.k3nx
title: /ZH_ZToLL_HTo2LongLivedTo4G_MH-125_MFF-1_ctau-50cm_TuneCP5_fixedLifetime_13TeV-powheg-pythia8/RunIISummer20UL16MiniAODv2-106X_mcRun2_asymptotic_v17-v2/MINIAODSIM
DOI: 10.7483/opendata.cms.5fau.ngan
title: /ZH_ZToLL_HTo2LongLivedTo4G_MH-125_MFF-1_ctau-50cm_TuneCP5_fixedLifetime_13TeV-powheg-pythia8/RunIISummer20UL16NanoAODv9-106X_mcRun2_asymptotic_v17-v1/NANOAODSIM
DOI: 10.7483/opendata.cms.nzfj.ulbn
title: /ZH_ZToLL_HTo2LongLivedTo4G_MH-125_MFF-20_ctau-0cm_TuneCP5_13TeV-powheg-pythia8/RunIISummer20UL16MiniAODv2-106X_mcRun2_asymptotic_v17-v2/MINIAODSIM
DOI: 10.7483/opendata.cms.cqr4.05bs
title: /ZH_ZToLL_HTo2LongLivedTo4G_MH-125_MFF-20_ctau-0cm_TuneCP5_13TeV-powheg-pythia8/RunIISummer20UL16NanoAODv9-106X_mcRun2_asymptotic_v17-v1/NANOAODSIM
DOI: 10.17632/4fk8zxxxhf.1
title: Industrial Policy and Potential for Export Upgrading: Evidence from Government-Approved Projects in China

description: We construct a new Chinese industrial policy measure at the product level based on 96,778 government-approved projects from 2009 to 2017. We classify the products into 3-digit codes according to the Standard International Trade Classification Revision 3 (SITC Rev.3). The aggregate amount of government-approved projects on a specific product measures policy intensity. Our findings reveal that Chinese industrial policy can generally enhance the potential for export upgrading.
DOI: 10.7483/opendata.cms.4ggj.ngv6
title: /ZH_ZToLL_HTo2LongLivedTo4G_MH-125_MFF-20_ctau-0cm_TuneCP5_fixedLifetime_13TeV-powheg-pythia8/RunIISummer20UL16MiniAODv2-106X_mcRun2_asymptotic_v17-v2/MINIAODSIM
DOI: 10.17632/wxc6zczscf.1
title: Supplemental Table 1 From "Malignancy Rates Through 5 Years of Follow-up in Patients With Moderate-to-Severe Psoriasis Treated With Guselkumab: Pooled Results From the VOYAGE 1 and VOYAGE 2 Trials"

description: Supplemental Table 1, "Proportion of Guselkumab-Treated Patients With NMSC by Previous use of Psoriasis Therapy," from "Malignancy Rates Through 5 Years of Follow-up in Patients With Moderate-to-Severe Psoriasis Treated With Guselkumab: Pooled Results From the VOYAGE 1 and VOYAGE 2 Trials" accepted for publication in J Am Acad Dermatol March 9, 2023.
DOI: 10.7483/opendata.cms.9br1.a47v
title: /ZH_ZToLL_HTo2LongLivedTo4G_MH-125_MFF-20_ctau-0cm_TuneCP5_fixedLifetime_13TeV-powheg-pythia8/RunIISummer20UL16NanoAODv9-106X_mcRun2_asymptotic_v17-v1/NANOAODSIM