AIMC Topic: Data Science

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The Pediatric Data Science and Analytics Subgroup of the Pediatric Acute Lung Injury and Sepsis Investigators Network: Use of Supervised Machine Learning Applications in Pediatric Critical Care Medicine Research.

Pediatric critical care medicine : a journal of the Society of Critical Care Medicine and the World Federation of Pediatric Intensive and Critical Care Societies Dec 7, 2023
OBJECTIVE: Perform a scoping review of supervised machine learning in pediatric critical care to identify published applications, methodologies, and implementation frequency to inform best practices for the development, validation, and reporting of p...
Data Science Child Biomedical Research Sepsis Pediatrics Acute Lung Injury Supervised Machine Learning Critical Care Humans
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Data science in drug discovery safety: Challenges and opportunities.

Experimental biology and medicine (Maywood, N.J.) Dec 7, 2023
Early de-risking of drug targets and chemistry is essential to provide drug projects with the best chance of success. Target safety assessments (TSAs) use target biology, gene and protein expression data, genetic information from humans and animals, ...
Computational Biology Drug Discovery Data Science Humans Artificial Intelligence Animals
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Artificial Intelligence in Surgical Research: Accomplishments and Future Directions.

American journal of surgery Nov 7, 2023
MINI-ABSTRACT: The study introduces various methods of performing conventional ML and their implementation in surgical areas, and the need to move beyond these traditional approaches given the advent of big data.
Artificial Intelligence Delivery of Health Care Machine Learning Surgeons Humans Data Science
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Projected Growth in FDA-Approved Artificial Intelligence Products Given Venture Capital Funding.

Journal of the American College of Radiology : JACR Oct 16, 2023
PURPOSE: Medical imaging accounts for 85% of digital health's venture capital funding. As funding grows, it is expected that artificial intelligence (AI) products will increase commensurately. The study's objective is to project the number of new AI ...
Artificial Intelligence Capital Financing Academies and Institutes Data Science Investments
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AI as an Epistemic Technology.

Science and engineering ethics Aug 21, 2023
In this paper I argue that Artificial Intelligence and the many data science methods associated with it, such as machine learning and large language models, are first and foremost epistemic technologies. In order to establish this claim, I first argu...
Data Science Technology Language Machine Learning Artificial Intelligence
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Transforming primary healthcare through natural language processing and big data analytics.

BMJ (Clinical research ed.) May 3, 2023
Primary Health Care Natural Language Processing Data Mining Big Data Data Science Humans
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The Role of Data Science in Closing the Implementation Gap.

Critical care clinics Apr 7, 2023
Data science has the potential to greatly enhance efforts to translate evidence into practice in critical care. The intensive care unit is a data-rich environment enabling insight into both patient-level care patterns and clinician-level treatment pa...
Critical Care Intensive Care Units Data Science Humans Artificial Intelligence
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Unassisted Clinicians Versus Deep Learning-Assisted Clinicians in Image-Based Cancer Diagnostics: Systematic Review With Meta-analysis.

Journal of medical Internet research Mar 2, 2023
BACKGROUND: A number of publications have demonstrated that deep learning (DL) algorithms matched or outperformed clinicians in image-based cancer diagnostics, but these algorithms are frequently considered as opponents rather than partners. Despite ...
Deep Learning Humans Data Science Neoplasms Algorithms
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Evaluation of AIML + HDR-A Course to Enhance Data Science Workforce Capacity for Hispanic Biomedical Researchers.

International journal of environmental research and public health Feb 3, 2023
Artificial intelligence (AI) and machine learning (ML) facilitate the creation of revolutionary medical techniques. Unfortunately, biases in current AI and ML approaches are perpetuating minority health inequity. One of the strategies to solve this p...
Biomedical Research Humans Data Science Artificial Intelligence Hispanic or Latino Machine Learning Workforce
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The Dresden Surgical Anatomy Dataset for Abdominal Organ Segmentation in Surgical Data Science.

Scientific data Jan 12, 2023
Laparoscopy is an imaging technique that enables minimally-invasive procedures in various medical disciplines including abdominal surgery, gynaecology and urology. To date, publicly available laparoscopic image datasets are mostly limited to general ...
Data Science Algorithms Abdomen Tomography, X-Ray Computed Germany Artificial Intelligence
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