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Showing 42601 to 42650 of 59105 works
HyperKvasir, a comprehensive multi-class image and video dataset for gastrointestinal endoscopy
Abstract Artificial intelligence is currently a hot topic in medicine. However, medical data is often sparse and hard to obtain due to legal restrictions and lack of medical perso…
A large electroencephalographic motor imagery dataset for electroencephalographic brain computer interfaces
Abstract Recent advancements in brain computer interfaces (BCI) have demonstrated control of robotic systems by mental processes alone. Together with invasive BCI, electroencephal…
An Online Mammography Database with Biopsy Confirmed Types
Abstract Breast carcinoma is the second largest cancer in the world among women. Early detection of breast cancer has been shown to increase the survival rate, thereby significant…
A comprehensive city-level final energy consumption dataset including renewable energy for China, 2005–2021
Abstract The role of China is increasingly pivotal in climate change mitigation, and the formulation of energy conservation and emission reduction policies requires city-level inf…
Comprehensive Benchmark Dataset for Pathological Lymph Node Metastasis in Breast Cancer Sections
Abstract Advances in optical microscopy scanning have significantly contributed to computational pathology (CPath) by converting traditional histopathological slides into whole sl…
Gaze, behavioral, and clinical data for phantom limbs after hand amputation from 15 amputees and 29 controls
Abstract Despite recent advances in prosthetics, many upper limb amputees still use prostheses with some reluctance. They often do not feel able to incorporate the artificial hand…
Construction motion data library: an integrated motion dataset for on-site activity recognition
Abstract Identifying workers’ activities is crucial for ensuring the safety and productivity of the human workforce on construction sites. Many studies implement vision-based or i…
High dielectric ternary oxides from crystal structure prediction and high-throughput screening
Abstract The development of new high dielectric materials is essential for advancement in modern electronics. Oxides are generally regarded as the most promising class of high die…
Curated mode-of-action data and effect concentrations for chemicals relevant for the aquatic environment
Abstract Chemicals in the aquatic environment can be harmful to organisms and ecosystems. Knowledge on effect concentrations as well as on mechanisms and modes of interaction with…
A compilation of experimental data on the mechanical properties and microstructural features of Ti-alloys
Abstract The present work depicts a compilation of mechanical properties of 282 distinct multicomponent Ti-based alloys and their respective microstructural features. The dataset …
In-vivo probabilistic atlas of human thalamic nuclei based on diffusion- weighted magnetic resonance imaging
Abstract The thalamic nuclei are involved in many neurodegenerative diseases and therefore, their identification is of key importance in numerous clinical treatments. Automated se…
Room-level occupant counts and environmental quality from heterogeneous sensing modalities in a smart building
Abstract The research areas of occupant sensing and occupant behavior modeling are lacking comprehensive public datasets for providing baseline results and fostering data-driven a…
Comprehensive expression data for two honey bee species, Apis mellifera and Apis cerana japonica
Abstract Comprehensive expression datasets were constructed for Apis mellifera and Apis cerana japonica . Firstly, we obtained RNA-Seq data of the samples prepared: post-ovipositi…
Targeted enrichment by solution-based hybrid capture to identify genetic sequence variants in barley
Abstract In barley and other cereal crops, phenological diversity drives adaptation to different cultivation areas. Improvement of barley yield and quality traits requires adaptat…
Pharmacological and genomic profiling of neurofibromatosis type 1 plexiform neurofibroma-derived schwann cells
Abstract Neurofibromatosis type I (NF1) is an autosomal dominant genetic condition characterized by peripheral nervous system tumors (PNSTs), including plexiform neurofibromas (pN…
Mapping 20 years of irrigated croplands in China using MODIS and statistics and existing irrigation products
Abstract As a routine agricultural practice, irrigation is fundamental to protect crops from water scarcity and ensure food security in China. However, consistent and reliable map…
Emissions-weighted carbon price: sources and methods
Abstract This note describes the sources and methods used to calculate the emissions-weighted carbon price (ECP), the average price applied to CO 2 emissions across all sources of…
The Chongqing Adolescent Twin Study: An Integrative Multimodal Brain Imaging and Non-imaging Dataset
Abstract Adolescence is a pivotal phase of rapid brain development shaped by genetic and environmental factors, offering a critical window for identifying early indicators of psyc…
Pan-chloroplast genomes for accession-specific marker development in Hibiscus syriacus
Abstract Hibiscus syriacus L. is a renowned ornamental plant. We constructed 95 chloroplast genomes of H. syriacus L. cultivars using a short-read sequencing platform (Illumina) a…
A database of global coastal conditions
Abstract Remote sensing satellite imagery has the potential to monitor and understand dynamic environmental phenomena by retrieving information about Earth’s surface. Marine ecosy…
A dynamic and collaborative database for morphogeometric information of trilobites
Abstract Modern morphometric-based approaches provide valuable metrics to quantify and understand macroevolutionary and macroecological patterns and processes. Here we describe Tr…
China’s greenhouse gas emissions for cropping systems from 1978–2016
Abstract China has committed to reaching carbon neutrality by 2060, which will require a drastic cut in greenhouse gas (GHG) emissions from all sectors, including those from agric…
A Global Building Occupant Behavior Database
Abstract This paper introduces a database of 34 field-measured building occupant behavior datasets collected from 15 countries and 39 institutions across 10 climatic zones coverin…
A large-scale LC-MS dataset of murine liver proteome from time course of heavy water metabolic labeling
Abstract Metabolic stable isotope labeling with heavy water followed by liquid chromatography coupled with mass spectrometry (LC-MS) is a powerful tool for in vivo protein turnove…
SARS-CoV-2 viral titer measurements in Ontario, Canada wastewaters throughout the COVID-19 pandemic
Abstract During the COVID-19 pandemic, the Province of Ontario, Canada, launched a wastewater surveillance program to monitor SARS-CoV-2, inspired by the early work and successful…
PAH101: A GW+BSE Dataset of 101 Polycyclic Aromatic Hydrocarbon (PAH) Molecular Crystals
Abstract The excited-state properties of molecular crystals are important for applications in organic electronic devices. The G W approximation and Bethe-Salpeter equation ( G W +…
In-Situ Characterization of Cathode Catalyst Degradation in PEM Fuel Cells
Abstract The composition and morphology of the cathode catalyst layer (CCL) have a significant impact on the performance and stability of polymer electrolyte membrane fuel cells (…
The International Bathymetric Chart of the Arctic Ocean Version 4.0
Abstract Bathymetry (seafloor depth), is a critical parameter providing the geospatial context for a multitude of marine scientific studies. Since 1997, the International Bathymet…
Transition1x - a dataset for building generalizable reactive machine learning potentials
Abstract Machine Learning (ML) models have, in contrast to their usefulness in molecular dynamics studies, had limited success as surrogate potentials for reaction barrier search.…
Global annual wetland dataset at 30 m with a fine classification system from 2000 to 2022
Abstract Wetlands play a key role in maintaining ecological balance and climate regulation. However, due to the complex and variable spectral characteristics of wetlands, there ar…
A longitudinal serum NMR-based metabolomics dataset of ischemia-reperfusion injury in adult cardiac surgery
Abstract Cardiovascular disease is the leading cause of death worldwide and cardiac surgery is a key treatment. This study explores metabolite changes as a consequence of ischemia…
Distributed radiomics as a signature validation study using the Personal Health Train infrastructure
Abstract Prediction modelling with radiomics is a rapidly developing research topic that requires access to vast amounts of imaging data. Methods that work on decentralized data a…
Multidisciplinary database of permeability of fault zones and surrounding protolith rocks at world-wide sites
Abstract Brittle faults and fault zones are important fluid flow conduits through the upper part of Earth’s crust that are involved in many well-known phenomena (e.g. earthquakes,…
Database of lower limb kinematics and electromyography during gait-related activities in able-bodied subjects
Abstract This data descriptor describes the Roessingh Research & Development-MyLeg database for activity prediction (MyPredict), containing three data sets. These data sets contai…
A large public dataset of annotated clinical MRIs and metadata of patients with acute stroke
Abstract To extract meaningful and reproducible models of brain function from stroke images, for both clinical and research proposes, is a daunting task severely hindered by the g…
Harvesting metadata in clinical care: a crosswalk between FHIR, OMOP, CDISC and openEHR metadata
Abstract Metadata describe information about data source, type of creation, structure, status and semantics and are prerequisite for preservation and reuse of medical data. To ove…
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