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Scientific Data 2023: all accepted papers

899 papers · page 1 of 9 · the most cited first · ← Scientific Data 2023

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  1. MIMIC-IV, a freely accessible electronic health record datasetAlistair E. W. Johnson, Lucas Bulgarelli, Lu Shen et al.3,271 citations · our summary
  2. MedMNIST v2 - A large-scale lightweight benchmark for 2D and 3D biomedical image classification ↗Jiancheng Yang, Rui Shi, Donglai Wei et al.1,037 citations
  3. High-resolution (1 km) Köppen-Geiger maps for 1901–2099 based on constrained CMIP6 projections ↗Hylke E. Beck, Tim R. McVicar, Noemi Vergopolan et al.917 citations
  4. National contributions to climate change due to historical emissions of carbon dioxide, methane, and nitrous oxide since 1850 ↗Matthew W. Jones, Glen P. Peters, Thomas Gasser et al.518 citations
  5. Building a knowledge graph to enable precision medicine ↗Payal Chandak, Kexin Huang, Marinka Žitnik513 citations
  6. A news-based climate policy uncertainty index for China ↗Yanran Ma, Zhenhua Liu, Dandan Ma et al.406 citations
  7. Global trends and forecasts of breast cancer incidence and deaths ↗Yuyan Xu, Maoyuan Gong, Yue Wang et al.357 citations
  8. HIT-UAV: A high-altitude infrared thermal dataset for Unmanned Aerial Vehicle-based object detection ↗Jiashun Suo, Tianyi Wang, Xingzhou Zhang et al.291 citations
  9. Caravan - A global community dataset for large-sample hydrology ↗Frederik Kratzert, Grey Nearing, Nans Addor et al.232 citations
  10. A standardized catalogue of spectral indices to advance the use of remote sensing in Earth system research ↗David Montero, César Aybar, Miguel D. Mahecha et al.206 citations
  11. SPICE, A Dataset of Drug-like Molecules and Peptides for Training Machine Learning Potentials ↗Peter K. Eastman, Pavan Kumar Behara, David Dotson et al.200 citations
  12. Quality control and removal of technical variation of NMR metabolic biomarker data in ~120,000 UK Biobank participants ↗Scott C. Ritchie, Praveen Surendran, Savita Karthikeyan et al.193 citations
  13. Mapping the spatial heterogeneity of global land use and land cover from 2020 to 2100 at a 1 km resolution ↗Tianyuan Zhang, Changxiu Cheng, Xudong Wu192 citations
  14. Evaluating explainability for graph neural networks ↗Chirag Agarwal, Owen Queen, Himabindu Lakkaraju et al.181 citations
  15. VinDr-Mammo: A large-scale benchmark dataset for computer-aided diagnosis in full-field digital mammography ↗Hieu T. Nguyen, Ha Q. Nguyen, Huy‐Hieu Pham et al.180 citations
  16. PANGAEA - Data Publisher for Earth & Environmental Science ↗Janine Felden, Lars Möller, Uwe Schindler et al.174 citations
  17. A multi-centre polyp detection and segmentation dataset for generalisability assessment ↗Sharib Ali, Debesh Jha, Noha Ghatwary et al.167 citations
  18. GLORIA - A globally representative hyperspectral in situ dataset for optical sensing of water quality ↗Moritz K. Lehmann, Daniela Gurlin, Nima Pahlevan et al.160 citations
  19. A 21-year dataset (2000–2020) of gap-free global daily surface soil moisture at 1-km grid resolution ↗Chaolei Zheng, Jia Li, Tianjie Zhao158 citations
  20. Global crop-specific nitrogen fertilization dataset in 1961–2020 ↗Wulahati Adalibieke, Xiaoqing Cui, Hongwei Cai et al.157 citations
  21. Global Dam Tracker: A database of more than 35,000 dams with location, catchment, and attribute information ↗Alice Tianbo Zhang, Vincent Xinyi Gu137 citations
  22. RescueNet: A High Resolution UAV Semantic Segmentation Dataset for Natural Disaster Damage Assessment ↗Maryam Rahnemoonfar, Tashnim Chowdhury, Robin Murphy133 citations
  23. EUBUCCO v0.1: European building stock characteristics in a common and open database for 200+ million individual buildings ↗Nikola Milojevic-Dupont, Felix Wagner, Florian Nachtigall et al.126 citations
  24. SciSciNet: A large-scale open data lake for the science of science research ↗Zihang Lin, Yian Yin, Lu Liu et al.125 citations
  25. Global long term daily 1 km surface soil moisture dataset with physics informed machine learning ↗Qianqian Han, Yijian Zeng, Lijie Zhang et al.122 citations
  26. An improved global vegetation health index dataset in detecting vegetation drought ↗Jingyu Zeng, Tao Zhou, Yanping Qu et al.114 citations
  27. A Global Database of Soil Plant Available Phosphorus ↗Richard William McDowell, Alasdair D. L. Noble, Peter Pletnyakov et al.113 citations
  28. Children’s dental panoramic radiographs dataset for caries segmentation and dental disease detection ↗Yifan Zhang, Fan Ye, Lingxiao Chen et al.109 citations
  29. FracAtlas: A Dataset for Fracture Classification, Localization and Segmentation of Musculoskeletal Radiographs ↗Iftekharul Abedeen, Md Ashiqur Rahman, Fatema Zohra Prottyasha et al.108 citations
  30. A twenty-year dataset of high-resolution maize distribution in China ↗Qiongyan Peng, Ruoque Shen, Xiangqian Li et al.102 citations
  31. A Large Finer-grained Affective Computing EEG Dataset ↗Jingjing Chen, Xiaobin Wang, Chen Huang et al.97 citations
  32. Global database of cement production assets and upstream suppliers ↗Nataliya Tkachenko, Kevin Tang, Matthew McCarten et al.93 citations
  33. Digital 3D Brain MRI Arterial Territories Atlas ↗Chin-Fu Liu, Johnny Hsu, Xin Xu et al.92 citations
  34. A benchmark for machine-learning based non-invasive blood pressure estimation using photoplethysmogram ↗Sergio González, Wan‐Ting Hsieh, Trista Pei-Chun Chen91 citations
  35. FAIR for AI: An interdisciplinary and international community building perspective ↗Eliu A. Huerta, Ben J. Blaiszik, L. Catherine Brinson et al.91 citations
  36. A Chinese soil conservation dataset preventing soil water erosion from 1992 to 2019 ↗Jialei Li, Hongbin He, Qinghua Zeng et al.89 citations
  37. A guide to sharing open healthcare data under the General Data Protection Regulation ↗Jip W T M de Kok, Miguel Ángel Armengol de la Hoz, Ymke de Jong et al.89 citations
  38. FollowNet: A Comprehensive Benchmark for Car-Following Behavior Modeling ↗Xianda Chen, Meixin Zhu, Kehua Chen et al.89 citations
  39. A full-body motion capture gait dataset of 138 able-bodied adults across the life span and 50 stroke survivors ↗Tamaya Van Criekinge, Wim Saeys, Steven Truijen et al.88 citations
  40. A high-resolution daily global dataset of statistically downscaled CMIP6 models for climate impact analyses ↗Solomon H. Gebrechorkos, Julian Leyland, Louise J. Slater et al.86 citations
  41. Crop Type Maps for Operational Global Agricultural Monitoring ↗Inbal Becker‐Reshef, Brian Barker, Alyssa Kathleen Whitcraft et al.85 citations
  42. Chinese diabetes datasets for data-driven machine learning ↗Qinpei Zhao, Jinhao Zhu, Xuan Shen et al.81 citations
  43. DISCOVER-EEG: an open, fully automated EEG pipeline for biomarker discovery in clinical neuroscience ↗Cristina Gil Ávila, Felix S. Bott, Laura Tiemann et al.81 citations
  44. The NOAA NCEI marine microplastics database ↗Ebenezer S. Nyadjro, Jennifer A. B. Webster, Tim Boyer et al.80 citations
  45. Comprehensive green growth indicators across countries and territories ↗Samuel Asumadu Sarkodie, Phebe Asantewaa Owusu, John Taden79 citations
  46. The BrainLat project, a multimodal neuroimaging dataset of neurodegeneration from underrepresented backgrounds ↗Pavel Prado, Vicente Medel, Raúl González-Gómez et al.79 citations
  47. Human alterations of the global floodplains 1992–2019 ↗Adnan Rajib, Qianjin Zheng, Charles R. Lane et al.77 citations
  48. An integrated single-cell transcriptomic dataset for non-small cell lung cancer ↗Karolina Hanna Prazanowska, Su Bin Lim76 citations
  49. An open database on global coal and metal mine production ↗Simon Jasansky, Mirko Lieber, Stefan Giljum et al.76 citations
  50. A battery dataset for electric vertical takeoff and landing aircraft ↗Alexander Bills, Shashank Sripad, William Leif Fredericks et al.75 citations
  51. A Real-world Dataset and Benchmark For Foundation Model Adaptation in Medical Image Classification ↗Dequan Wang, Xiaosong Wang, Lilong Wang et al.74 citations
  52. A Europe-wide inventory of citizen-led energy action with data from 29 countries and over 10,000 initiatives ↗August Hubert Wierling, Valeria Jana Schwanitz, Jan Pedro Zeiß et al.73 citations
  53. BioASQ-QA: A manually curated corpus for Biomedical Question Answering ↗Anastasia Krithara, Anastasios Nentidis, Konstantinos Bougiatiotis et al.73 citations
  54. Continuous observations of the surface energy budget and meteorology over the Arctic sea ice during MOSAiC ↗Christopher J. Cox, Michael Gallagher, Matthew D. Shupe et al.73 citations
  55. The Dresden Surgical Anatomy Dataset for Abdominal Organ Segmentation in Surgical Data Science ↗Matthias Carstens, Franziska M. Rinner, Sebastian Bodenstedt et al.73 citations
  56. Coswara: A respiratory sounds and symptoms dataset for remote screening of SARS-CoV-2 infection ↗Debarpan Bhattacharya, Neeraj Sharma, Debottam Dutta et al.72 citations
  57. Endomapper dataset of complete calibrated endoscopy procedures ↗Pablo Azagra, Carlos Sostres, Ángel Ferrández et al.72 citations
  58. A comprehensive multi-domain dataset for mitotic figure detection ↗Marc Aubreville, Frauke Wilm, Nikolas Stathonikos et al.71 citations
  59. CLIMBra - Climate Change Dataset for Brazil ↗André S. Ballarin, Jullian Souza Sone, Gabriela Chiquito Gesualdo et al.71 citations
  60. EuroCrops: The Largest Harmonized Open Crop Dataset Across the European Union ↗Maja Schneider, Tobias Schelte, Felix Schmitz et al.71 citations
  61. High-resolution CMIP6 climate projections for Ethiopia using the gridded statistical downscaling method ↗Fasil Mequanint Rettie, Sebastian Gayler, Tobias K. D. Weber et al.71 citations
  62. A Large-scale Synthetic Pathological Dataset for Deep Learning-enabled Segmentation of Breast Cancer ↗Kexin Ding, Mu Zhou, He Wang et al.70 citations
  63. Enhancing radiomics and Deep Learning systems through the standardization of medical imaging workflows ↗Miriam Cobo, Pablo Menéndez Fernández‐Miranda, Gorka Bastarrika et al.70 citations
  64. The FAIR Cookbook - the essential resource for and by FAIR doers ↗Philippe Rocca‐Serra, Wei Gu, Vassilios Ioannidis et al.70 citations
  65. Near-real-time global gridded daily CO2 emissions 2021 ↗Xinyu Dou, Jinpyo Hong, Philippe Ciais et al.69 citations
  66. A benchmark dataset for machine learning in ecotoxicology ↗Christoph Schür, Lilian Gasser, Fernando Pérez‐Cruz et al.68 citations
  67. A crowdsourced dataset of aerial images with annotated solar photovoltaic arrays and installation metadata ↗Gabriel Kasmi, Yves‐Marie Saint‐Drenan, David Trebosc et al.66 citations
  68. AmeriFlux BASE data pipeline to support network growth and data sharing ↗Housen Chu, Danielle Christianson, You-Wei Cheah et al.66 citations
  69. American local government elections database ↗Justin De Benedictis-Kessner, Diana Da In Lee, Yamil Ricardo Velez et al.66 citations
  70. A dataset of low-carbon energy transition index for Chinese cities 2003–2019 ↗Yifan Shen, Xunpeng Shi, Zhibo Zhao et al.65 citations
  71. Addressing barriers in FAIR data practices for biomedical data ↗Laura D. Hughes, Ginger Tsueng, Jack DiGiovanna et al.65 citations
  72. Satellite-derived multivariate world-wide lake physical variable timeseries for climate studies ↗Laura Carrea, Jean‐François Crétaux, Xiaohan Liu et al.64 citations
  73. Dataset of mechanical properties and electrical conductivity of copper-based alloys ↗Stéphane Gorsse, Mohamed Gouné, Wei-Chih Lin et al.63 citations
  74. High resolution synthetic residential energy use profiles for the United States ↗Swapna Thorve, Young Yun Baek, Samarth Swarup et al.63 citations
  75. High-throughput computation of Raman spectra from first principles ↗Mohammad Bagheri, Hannu‐Pekka Komsa63 citations
  76. Shared metadata for data-centric materials science ↗Luca M. Ghiringhelli, Carsten Baldauf, Tristan Bereau et al.63 citations
  77. Comprehensive exploration of graphically defined reaction spaces ↗Qiyuan Zhao, Sai Mahit Vaddadi, Michael Woulfe et al.62 citations
  78. PTB-XL+, a comprehensive electrocardiographic feature dataset ↗Nils Strodthoff, Temesgen Mehari, Claudia Nagel et al.62 citations
  79. The Chinese thermal comfort dataset ↗Liu Yang, Shengkai Zhao, Yongchao Zhai et al.62 citations
  80. Aci-bench: a Novel Ambient Clinical Intelligence Dataset for Benchmarking Automatic Visit Note Generation ↗Wen-wai Yim, Yujuan Fu, Asma Ben Abacha et al.61 citations
  81. City-level population projection for China under different pathways from 2010 to 2100 ↗Shangchen Zhang, Mengzhen Zhao, Zhao Liu et al.61 citations
  82. Global 30 meters spatiotemporal 3D urban expansion dataset from 1990 to 2010 ↗Tingting He, Kechao Wang, Wu Xiao et al.61 citations
  83. Quantitative Mass Spectrometry Analysis of Cerebrospinal Fluid Protein Biomarkers in Alzheimer’s Disease ↗Caroline M Watson, Eric B. Dammer, Lingyan Ping et al.61 citations
  84. A global land cover training dataset from 1984 to 2020 ↗Radost Stanimirova, Katelyn Tarrio, Konrad Turlej et al.60 citations
  85. An open presurgery MRI dataset of people with epilepsy and focal cortical dysplasia type II ↗Fabiane Schuch, Lennart Walger, Matthias Schmitz et al.60 citations
  86. Chinese industrial air pollution emissions based on the continuous emission monitoring systems network ↗Ling Tang, Min Jia, Junai Yang et al.60 citations
  87. Global transmission suitability maps for dengue virus transmitted by Aedes aegypti from 1981 to 2019 ↗Taishi C. Nakase, Marta Giovanetti, Uri Obolski et al.60 citations
  88. Improved global 250 m 8-day NDVI and EVI products from 2000–2021 using the LSTM model ↗Changhao Xiong, Han Ma, Shunlin Liang et al.60 citations
  89. M4Raw: A multi-contrast, multi-repetition, multi-channel MRI k-space dataset for low-field MRI research ↗Mengye Lyu, Lifeng Mei, Shoujin Huang et al.60 citations
  90. Validated names for experimental studies on race and ethnicity ↗Charles David Crabtree, Jae Yeon Kim, S. Michael Gaddis et al.60 citations
  91. All-hazards dataset mined from the US National Incident Management System 1999–2020 ↗Lise A. St. Denis, Karen C. Short, Kathryn McConnell et al.59 citations
  92. Continental United States climate projections based on thermodynamic modification of historical weather ↗Andrew D. Jones, Deeksha Rastogi, Pouya Vahmani et al.59 citations
  93. Open multi-session and multi-task EEG cognitive Dataset for passive brain-computer Interface Applications ↗Marcel F. Hinss, Emilie Jahanpour, Bertille Somon et al.59 citations
  94. Indoor UWB Positioning and Position Tracking Data Set ↗Klemen Bregar57 citations
  95. Social and moral psychology of COVID-19 across 69 countries ↗Flávio Azevedo, Tomislav M. Pavlovic, Gabriel Gaudencio do Rêgo et al.57 citations
  96. A high spatial resolution dataset of China’s biomass resource potential ↗Rui Wang, Wenjia Cai, Le Yu et al.56 citations
  97. An Online Mammography Database with Biopsy Confirmed Types ↗Hongmin Cai, Jinhua Wang, Tingting Dan et al.56 citations
  98. Global dataset of soil organic carbon in tidal marshes ↗Tania L. Maxwell, André Rovai, María Fernanda Adame et al.55 citations
  99. A large expert-curated cryo-EM image dataset for machine learning protein particle picking ↗Ashwin Dhakal, Rajan Gyawali, Liguo Wang et al.54 citations
  100. GepLiver: an integrative liver expression atlas spanning developmental stages and liver disease phases ↗Ziteng Li, Hena Zhang, Qin Li et al.54 citations

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