Datasets For Health Care Domain

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12 Notable Healthcare Datasets for 2022

(8 days ago) WEBHowever, finding quality healthcare data to train these machines can be a challenge. Luckily, researchers, governments, and even private companies recognize the value of providing (anonymized) data to advance healthcare initiatives and the public good. Here are 12 notable healthcare datasets for 2022. V7 COVID-19 X-Ray Dataset.

https://opendatascience.com/12-notable-healthcare-datasets-for-2022/

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healthcare-datasets · GitHub Topics · GitHub

(5 days ago) WEBAdd this topic to your repo. To associate your repository with the healthcare-datasets topic, visit your repo's landing page and select "manage topics." Learn more. GitHub is where people build software. More than 100 million people use GitHub to discover, fork, and contribute to over 420 million projects.

https://github.com/topics/healthcare-datasets

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Find Open Datasets and Machine Learning Projects Kaggle

(9 days ago) WEBDownload Open Datasets on 1000s of Projects + Share Projects on One Platform. Explore Popular Topics Like Government, Sports, Medicine, Fintech, Food, More. Flexible Data Ingestion. Healthcare Diabetes Dataset. Nandita Pore · Updated 9 months ago Usability 9.4 · 1 File (CSV) · 27 kB. arrow_drop_up 66. Bronze. more_horiz.

https://www.kaggle.com/datasets?search=healthcare

Category:  Food,  Medicine Show Health

15 Open Datasets for Healthcare - Medium

(7 days ago) WEBOpenfMRI: Other imaging data sets from MRI machines to foster research, better diagnostics, and training. It includes 95 datasets from 3372 subjects with new material being added as researchers make their own data open to the public. CT Medical Images: This one is a small dataset, but it’s specifically cancer-related. It contains …

https://odsc.medium.com/15-open-datasets-for-healthcare-830b19980d9

Category:  Cancer,  Medical Show Health

The Health Gym: synthetic health-related datasets for the …

(Just Now) WEBAlthough our real HIV dataset was based on their work, we made additional changes to the real HIV dataset in order to reflect a recent guideline published by the World Health Organisation (WHO) 30

https://www.nature.com/articles/s41597-022-01784-7

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Healthcare Datasets - Defined.ai

(4 days ago) WEBSignificance of Healthcare Datasets. Healthcare datasets are collections of patient data and medical records, usually containing everything from diagnosis histories and treatment outcomes to genomic sequences and lifestyle factors.. The fusion of healthcare and AI is akin to a symphony, where every note, or, in this case, data point, plays a …

https://resources.defined.ai/blog/healthcare-datasets/

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Shifting machine learning for healthcare from …

(Just Now) WEBIn healthcare, GANs have been used to augment datasets 18, alleviate the problems of privacy-restricted 19 and unbalanced datasets 20, and perform image-modality-to-image-modality translation 21

https://www.nature.com/articles/s41551-022-00898-y

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Federated Learning for Healthcare Domain - Pipeline, …

(8 days ago) WEBHealthcare datasets involve annotation of data samples which is a crucial step in the process of healthcare applications. The health care applications mentioned below conduct or include a clinical workflow on a …

https://dl.acm.org/doi/10.1145/3533708

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Open health data: Mapping the ecosystem - PMC - National …

(3 days ago) WEBGovernments around the world own multiple datasets related to the policy domain of health. Datasets range from vaccination rates to the availability of health care practitioners in a region to the outcomes of certain surgeries. Health is believed to be a promising subject in the case of open government data policies.

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8586169/

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Top 10 Healthcare data analysis projects with publicly available …

(8 days ago) WEBMIMIC-III: The Medical Information Mart for Intensive Care (MIMIC-III) is a publicly available dataset containing de-identified health data associated with over 40,000 patients who stayed in

https://medium.com/@malarraju14/top-10-healthcare-data-analysis-projects-with-publicly-available-datasets-7f467ce620d6

Category:  Medical Show Health

Cloud Healthcare API public datasets Google Cloud

(Just Now) WEBThe Cloud Healthcare API provides the following public datasets for use with your applications. NIH Chest X-ray dataset. Imaging Data Commons (IDC) datasets. The NIH Chest X-ray dataset summary page includes license and citation requirements, and provides information about the Google Cloud project and buckets where the data is …

https://cloud.google.com/healthcare-api/docs/resources/public-datasets

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Home Data.Healthcare.gov

(6 days ago) WEBDatasets. Get Healthcare.gov data on individual and small group medical and dental plans, as well as, Marketplace-certified local help and community provider lists. Showing 1 - 10 of 301 datasets. Clear all filters. Updated May 1, 2024.

https://data.healthcare.gov/datasets

Category:  Medical Show Health

Synthetic data in health care: A narrative review - PMC

(3 days ago) WEBSynthetic data is useful when training students in subject areas (e.g., data science, health economics) that would require students to access a large number of realistic datasets [ 52 ]. While public use and limited use files are available, important fields for analysis (e.g., county and state, birth date) are often excluded for privacy reasons.

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9931305/

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Synthetic data generation: State of the art in health care domain

(7 days ago) WEBThe EHRs collected at health care sites are usually multi-dimensional and longitudinal datasets with fine-grained features, recording patient history over several hospital encounters. This data provides a wealth of information for day-to-day medical practice but is restricted for secondary use under privacy laws.

https://www.sciencedirect.com/science/article/pii/S1574013723000138

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The impact of commercial health datasets on medical research …

(3 days ago) WEBAs the health-care industry emerges into a new era of digital health driven by cloud data storage, distributed computing, and machine learning, health-care data have become a premium commodity with value for private and public entities. Current frameworks of health data collection and distribution, whether from industry, academia, or government …

https://www.thelancet.com/journals/landig/article/PIIS2589-7500(23)00025-0/fulltext

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Synthetic data generation: State of the art in health care domain

(1 days ago) WEBRecent progress in artificial intelligence and machine learning has led to the growth of research in every aspect of life including the health care domain. However, privacy risks and legislations hinder the availability of patient data to researchers. Synthetic data (SD) has been regarded as a privacy-safe alternative to real data and has lately …

https://www.sciencedirect.com/science/article/abs/pii/S1574013723000138

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Awesome Healthcare Datasets - GitHub

(3 days ago) WEBA curated list of awesome healthcare datasets in the public domain. - nickls/awesome-healthcare-datasets. A curated list of awesome healthcare datasets in the public domain. - nickls/awesome-healthcare-datasets National Provider Identifier - gives a unique ID for all health care providers and organizations in the US. - ZIP (578M) Provider

https://github.com/nickls/awesome-healthcare-datasets

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Healthcare predictive analytics using machine learning and deep

(6 days ago) WEBHealthcare prediction has been a significant factor in saving lives in recent years. In the domain of health care, there is a rapid development of intelligent systems for analyzing complicated data relationships and transforming them into real information for use in the prediction process. Consequently, artificial intelligence is rapidly transforming the …

https://jesit.springeropen.com/articles/10.1186/s43067-023-00108-y

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Results matching type of Datasets Page 1 of 14 HealthData.gov

(6 days ago) WEBHealth Equity DataJam Health Equity Data Jam Homepage Challenge 1: Access to Care Challenge 2: Cancer Innovation Challenge 3: COVID-19 and Long COVID Challenge 4: Infection-Associated Chronic Illnesses Challenge 5: Kidney Diseases Challenge 6: Lyme Innovation Social Determinants & Health Equity Resource Guide DataJam FAQ.

https://healthdata.gov/browse?limitTo=datasets

Category:  Cancer Show Health

ISO - An easy guide to understanding healthcare data analytics

(5 days ago) WEBISO/TS 24289 Health informatics – Hierarchical file structure specification for secondary storage of health-related information. The future of data-driven healthcare. The potential impact of healthcare data analytics on patient care is monumental, driving a healthcare revolution that is more proactive, personalized and efficient.

https://www.iso.org/healthcare/data-analytics

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A Standard Framework for Evaluating Large Health Care Data

(1 days ago) WEBBackground and Introduction. Since 2000, the quantity of health care data available for surveillance, research, and evaluation to guide clinical and public health decision-making has increased rapidly (1–3).Major factors for this growth have been transformations in health care information technology and its use, including the …

https://www.cdc.gov/mmwr/volumes/73/su/su7303a1.htm

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Prompt-Eng: Healthcare Prompt Engineering: Revolutionizing …

(6 days ago) WEBFurther existing methods heavily rely on the extensive labelled datasets, yet many domain-specific challenges exist, particularly in healthcare. This study presents Prompt-Eng, a novel framework emphasizing its wide-ranging applications in healthcare, where we design precise prompts with positive and negative aspects; we hypothesize that

https://dl.acm.org/doi/10.1145/3589335.3651904

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Guarding human health: AI empowers innovative applications in

(Just Now) WEB“If life is a marathon, then health is the key to its duration.” Health is not only the foundation of happiness and societal progress but also a pivotal aspect of the intelligent era. AI’s integration into healthcare represents a transformative tool for maintaining and enhancing human well-being. From aiding early disease detection and progression …

https://www.microsoft.com/en-us/research/lab/microsoft-research-asia/articles/guarding-human-health-ai-empowers-innovative-applications-in-healthcare/

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healthcare chatbot Kaggle

(8 days ago) WEBExplore and run machine learning code with Kaggle Notebooks Using data from multiple data sources

https://www.kaggle.com/code/rohitadnaik/healthcare-chatbot

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Better to Ask in English: Cross-Lingual Evaluation of Large …

(Just Now) WEBObserving the lack of existing multilingual QA datasets in health-care domains, we curate a novel benchmark. To ensure the quality of the dataset, we conduct a human evaluation on the translation quality of three popular approaches commonly adopted in translat-ing academic documents: Google Translate [95], MarianMT [96], and …

https://dl.acm.org/doi/pdf/10.1145/3589334.3645643

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Competencies for Legal Evaluation Studies Public Health Law CDC

(1 days ago) WEBDomain 3: Competencies for Legal Evaluation Studies; Competency Statement 1. Identify opportunities for a legal evaluation study to address existing legal, health, or other issues. Tier 1. Tier 2. Tier 3. 3.1.1a: Identify legal evaluation needs on the basis of gaps in existing evidence (literature, legal data, and other evidence)

https://www.cdc.gov/phlp/php/about/competencies-for-legal-evaluation-studies.html

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The Public Health Emergency Law Competency Model

(Just Now) WEBThe public health emergency law competency model version 1.0 Domain 1: Systems Preparedness and Response "Systems preparedness and response" refers to how the state, tribal, local, and territorial public health and safety agencies systematically engage in public health emergency preparedness and response efforts.

https://www.cdc.gov/phlp/php/about/emergency-law-competency-model.html

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Getting Started with Large Language Models for Enterprise Solutions

(2 days ago) WEBNeMo Data Curator is a scalable data-curation tool that enables you to curate trillion-token multilingual datasets for pretraining LLMs. The tool allows you to preprocess and deduplicate datasets with exact or fuzzy deduplication, so you can ensure that models are trained on unique documents, potentially leading to greatly reduced training costs.

https://developer.nvidia.com/blog/getting-started-with-large-language-models-for-enterprise-solutions/

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Developing national cancer survivorship standards to inform

(Just Now) WEBPurpose To develop United States (US) standards for survivorship care that informs (1) essential health system policy and process components and (2) evaluation of the quality of survivorship care. Methods The National Cancer Institute and the Department of Veterans Affairs led a review to identify indicators of quality cancer survivorship care …

https://link.springer.com/article/10.1007/s11764-024-01602-6

Category:  Cancer Show Health

MatterSim: A deep-learning model for materials under real-world

(Just Now) WEBIn the quest for groundbreaking materials crucial to nanoelectronics, energy storage, and healthcare, a critical challenge looms: predicting a material’s properties before it is even created. While trained on broad synthetic datasets, MatterSim is also adaptable for specific design requirements by incorporating additional data

https://www.microsoft.com/en-us/research/blog/mattersim-a-deep-learning-model-for-materials-under-real-world-conditions/

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Developmental Domains: How Children Grow and Change - Parents

(2 days ago) WEBA child's development is a multi-faceted process comprised of growth, regression, and change in different domains. These domains include physical, cognitive, socio-emotional, and language

https://www.parents.com/developmental-domains-how-children-grow-and-change-8630985

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Data Analyst II (Healthcare Analytics), Remote-FL Centene Careers

(1 days ago) WEBYou could be the one who changes everything for our 28 million members. Centene is transforming the health of our communities, one person at a time. As a diversified, national organization, you’ll have access to competitive benefits including a fresh perspective on workplace flexibility. Interpret and analyze data from multiple sources …

https://jobs.centene.com/us/en/jobs/1498798/data-analyst-ii-healthcare-analytics/

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Exploring the Relationship Between Early Life Exposures and the

(1 days ago) WEBIncluding all domains in the same model, higher predicted risk values across the five domains remained associated with increased odds of obesity-hypertension comorbidity, with the strongest associations to the parental and family environment domain (OR1.11 95%CI 1.05-1.18) and the socioeconomic factors domain (OR1.11 95%CI 1.05 …

https://www.medrxiv.org/content/10.1101/2024.05.13.24307277v1

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Competencies for Legal Mapping Studies Public Health Law CDC

(8 days ago) WEBDomain 2: Competencies for Legal Mapping Studies; Competency Statement 1. Identify opportunities for legal mapping to inform the process, nature, and impact of policies and laws on public health. Tier 1. Tier 2. Tier 3. 2.1.1a: Obtain initial health- and law-related background information: 2.1.2a: Select jurisdictions, populations, or outcomes

https://www.cdc.gov/phlp/php/about/competencies-for-legal-mapping-studies.html

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Announcing the NeurIPS 2023 Paper Awards – NeurIPS Blog

(6 days ago) WEBHowever, this hybrid ML-physics simulation approach requires domain-specific treatment and has been inaccessible to ML experts because of lack of training data and relevant, easy-to-use workflows. high-resolution, high-fidelity physics on a host climate simulator’s macro-scale physical state. The dataset is global in coverage, spans

https://blog.neurips.cc/2023/12/11/announcing-the-neurips-2023-paper-awards/

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