Health Gym Synthetic Health Data

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

(Just Now) WebHere we introduce the Health Gym - a growing collection of highly realistic synthetic medical datasets that can be freely accessed to prototype, evaluate, and …

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

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The Health Gym: Synthetic Health-Related Datasets for the …

(2 days ago) WebThe Health Gym project is a growing collection of synthetic but realistic datasets for developing RL algorithms. Here we introduce the first three datasets related to the …

https://arxiv.org/pdf/2203.06369

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About Health Gym

(8 days ago) WebThe synthetic data distributed through the Health Gym platform were created using generative adversarial networks (GANs) and underwent extensive statistical and …

https://healthgym.ai/about-health-gym/

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[2203.06369v1] The Health Gym: Synthetic Health-Related …

(4 days ago) WebThis has hampered the development of reproducible and generalisable machine learning applications in health care. Here we introduce the Health Gym - a …

https://arxiv.org/abs/2203.06369v1

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[PDF] The Health Gym: synthetic health-related datasets for the

(5 days ago) WebThe Health Gym is introduced - a growing collection of highly realistic synthetic medical datasets that can be freely accessed to prototype, evaluate, and …

https://www.semanticscholar.org/paper/The-Health-Gym%3A-synthetic-health-related-datasets-Kuo-Polizzotto/990dc444f9aed0b69200a1b46d6ced846d139835

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(PDF) The Health Gym: synthetic health-related datasets for the

(6 days ago) WebThe Health Gym: synthetic health-related datasets for the development of reinforcement learning algorithms One of the main di culties in developing rob ust RL …

https://www.researchgate.net/publication/365321878_The_Health_Gym_synthetic_health-related_datasets_for_the_development_of_reinforcement_learning_algorithms

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(PDF) The Health Gym: Synthetic Health-Related Datasets for the

(6 days ago) WebHere we introduce the Health Gym - a growing collection of highly realistic synthetic medical datasets that can be freely accessed to prototype, evaluate, and …

https://www.researchgate.net/publication/359228223_The_Health_Gym_Synthetic_Health-Related_Datasets_for_the_Development_of_Reinforcement_Learning_Algorithms

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The Health Gym: Synthetic Health-Related Datasets for the …

(2 days ago) WebIn recent years, the machine learning research community has benefited tremendously from the availability of openly accessible benchmark datasets. Clinical data are usually not …

https://ui.adsabs.harvard.edu/abs/2022arXiv220306369I/abstract

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

(2 days ago) WebClinical data are usually not openly available due to their condential nature. This has hampered the development of reproducible and generalisable machine learning …

https://typeset.io/pdf/the-health-gym-synthetic-health-related-datasets-for-the-2ftcfosf.pdf

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The Health Gym: Synthetic Health-Related Datasets for the …

(2 days ago) WebThis has hampered the development of reproducible and generalisable machine learning applications in health care. Here we introduce the Health Gym - a …

https://paperswithcode.com/paper/the-health-gym-synthetic-health-related

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The Health Gym: Synthetic Health-Related Datasets for the

(6 days ago) WebHere we introduce the Health Gym - a growing collection of highly realistic synthetic medical datasets that can be freely accessed to prototype, evaluate, and …

https://deepai.org/publication/the-health-gym-synthetic-health-related-datasets-for-the-development-of-reinforcement-learning-algorithms

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

(7 days ago) WebThe Health Gym: synthetic health-related datasets for the development of reinforcement learning algorithms Nicholas I-Hsien Kuo, Mark N. Polizzotto, Simon Finfer, Federico …

https://doaj.org/article/44160527549b4a90a9ac3f668a432e09

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

(5 days ago) WebClinical data are usually not openly available due to their confidential nature. This has hampered the development of reproducible and generalisable machine learning …

https://kups.ub.uni-koeln.de/69038/

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Summary The Health Gym: Synthetic Health-Related Datasets for …

(6 days ago) WebIn recent years, the machine learning research community has benefited tremendously from the availability of openly accessible benchmark datasets. Clinical …

https://synthical.com/summary/b82320b5-138f-47e3-a748-6b7904b15e76

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Paper tables with annotated results for The Health Gym: Synthetic

(Just Now) WebThe Health Gym: Synthetic Health-Related Datasets for the Development of Reinforcement Learning Algorithms . In recent years, the machine learning research …

https://paperswithcode.com/paper/the-health-gym-synthetic-health-related/review/

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

(1 days ago) WebRL algorithms (e.g., OpenAI Gym 4, DeepMind Lab 5, and D4RL 6). Health-related data is, however, not as easily Health-related data is, however, not as easily accessible due to …

https://www.researchgate.net/journal/Scientific-Data-2052-4463/publication/365321878_The_Health_Gym_synthetic_health-related_datasets_for_the_development_of_reinforcement_learning_algorithms/links/636f1c7a37878b3e87a3212c/The-Health-Gym-synthetic-health-related-datasets-for-the-development-of-reinforcement-learning-algorithms.pdf

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The Benefits of AI in Healthcare IBM

(7 days ago) WebAs health and fitness monitors become more popular and more people use apps that track and analyze details about their health. They can share these real-time …

https://www.ibm.com/think/insights/ai-healthcare-benefits

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

(2 days ago) WebIn recent years, the machine learning research community has benefited tremendously from the availability of openly accessible benchmark datasets. Clinical data are usually not …

https://ui.adsabs.harvard.edu/abs/2022NatSD...9..693K/abstract

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Outbreaks and Disease Clusters Related to Environmental Exposures

(3 days ago) WebSynthetic cannabinoids. CDC has responded to numerous outbreaks of illnesses related to synthetic cannabinoids. Synthetic cannabinoid products usually …

https://www.cdc.gov/environmental-health-studies/php/about/outbreaks.html

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What wearable tech can — and cannot — teach us about our …

(3 days ago) WebThe answer is: It depends. Say a person is healthy and is not getting any troubling heart-health alerts from their device. For them, everyday wearable tech can …

https://www.post-gazette.com/news/health/2024/05/18/wearable-tech-and-heart-health/stories/202405190005

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Health Connect will finally let apps sync more than 1 month of data

(4 days ago) WebThat’s why Google created Health Connect, an Android service that acts as a one-stop shop for the user’s health and fitness data. Health Connect was introduced …

https://www.androidauthority.com/health-connect-historical-background-reads-3443726/

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Exercise Is Medicine aims to get your doctor to assess your - CNN

(6 days ago) WebCreated in 2007, the initiative encourages health care providers to assess patients’ physical activity during visits, plus include regular exercise when designing care …

https://www.cnn.com/2024/05/07/health/exercise-is-medicine-fitness-wellness/index.html

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

(2 days ago) WebThe first part demonstrates the quality of the generated synthetic datasets; the second part discusses the potential risk of an adversary learning sensitive …

https://europepmc.org/article/MED/36369205

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Tool use increases mechanical foraging success and tooth health …

(1 days ago) WebAlthough tool use may enhance resource utilization, its fitness benefits are difficult to measure. By examining longitudinal data from 196 radio-tagged southern sea …

https://www.science.org/doi/10.1126/science.adj6608

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DEA Releases 2024 National Drug Threat Assessment

(5 days ago) WebThe drug poisoning crisis remains a public safety, public health, and national security issue, which requires a new approach. “The shift from plant-based drugs, like …

https://www.dea.gov/press-releases/2024/05/09/dea-releases-2024-national-drug-threat-assessment

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Overdose deaths decreased for first time in 5 years but still topped

(8 days ago) WebOverdose deaths in the U.S. surpassed 100,000 for the first time in 2021. Synthetic opioids, mainly fentanyl, were involved in nearly 70% of the deaths — about …

https://www.nbcnews.com/health/health-news/overdose-deaths-decreased-first-time-5-years-still-topped-100000-rcna152193

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U.S. Deaths From Drug Overdose Fell in 2023 - healthday.com

(1 days ago) WebBut the new 2023 numbers, though still incomplete, could give Americans a glimmer of hope. Overall, fatal drug overdoses fell slightly in 2023. That included …

https://www.healthday.com/health-news/first-aid-and-emergencies/us-drug-overdose-deaths-decline-for-first-time-in-7-years

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