AIMC Topic:
New York

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Predicting hospital length of stay using machine learning on a large open health dataset.

BMC health services research Jul 29, 2024
BACKGROUND: Governments worldwide are facing growing pressure to increase transparency, as citizens demand greater insight into decision-making processes and public spending. An example is the release of open healthcare data to researchers, as health...
Humans Machine Learning Length of Stay New York
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Long Way to Go: Attitudes, Knowledge, and Perception of Artificial Intelligence in Health Care, Among a Racially Diverse, Lower Income Population in Houston, New York, and Los Angeles.

Population health management Dec 13, 2023
Humans Artificial Intelligence Delivery of Health Care Los Angeles New York Perception
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An assessment of perioperative outcomes for open, laparoscopic, and robot-assisted pancreaticoduodenectomy in New York State.

Journal of surgical oncology Aug 20, 2022
BACKGROUND: Minimally invasive techniques for pancreaticoduodenectomy (PD) are increasing in practice, however, data remains limited regarding perioperative outcomes. Our study sought to compare patients undergoing open pancreaticoduodenectomy (OPD) ...
Humans Pancreaticoduodenectomy Retrospective Studies Aged Robotics Laparoscopy Length of Stay New York Male Pancreatic Neoplasms Postoperative Complications
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Outcomes following robot-assisted versus laparoscopic sleeve gastrectomy: the New York State experience.

Surgical endoscopy Feb 14, 2022
INTRODUCTION: Laparoscopic sleeve gastrectomy (LSG) represents more than half of all bariatric procedures in the USA, and robot-assisted sleeve gastrectomy (RSG) is becoming increasingly common. There is a paucity of evidence regarding postoperative ...
Humans Retrospective Studies Postoperative Complications Gastrectomy Obesity, Morbid New York Treatment Outcome Robotics Laparoscopy
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The use of a next-generation sequencing-derived machine-learning risk-prediction model (OncoCast-MPM) for malignant pleural mesothelioma: a retrospective study.

The Lancet. Digital health Jul 28, 2021
BACKGROUND: Current risk stratification for patients with malignant pleural mesothelioma based on disease stage and histology is inadequate. For some individuals with early-stage epithelioid tumours, a good prognosis by current guidelines can progres...
Lung Neoplasms Neoplasm Staging Mesothelioma, Malignant Pleural Neoplasms Male Middle Aged Cohort Studies Risk High-Throughput Nucleotide Sequencing Survival Analysis New York Humans Machine Learning Prognosis Risk Factors Aged Retrospective Studies Female
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Robotic Prostatectomy and Prostate Cancer-Related Medicaid Spending: Evidence from New York State.

Journal of general internal medicine Mar 9, 2021
BACKGROUND: Robotic prostatectomy is a costly new technology, but the costs may be offset by changes in treatment patterns. The net effect of this technology on Medicaid spending has not been assessed.
New York Prostatectomy Medicaid Prostatic Neoplasms Robotic Surgical Procedures Prostate Humans Adult Male Middle Aged Cohort Studies Robotics
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Machining learning predicts the need for escalated care and mortality in COVID-19 patients from clinical variables.

International journal of medical sciences Feb 18, 2021
This study aimed to develop a machine learning algorithm to identify key clinical measures to triage patients more effectively to general admission versus intensive care unit (ICU) admission and to predict mortality in COVID-19 pandemic. This retro...
COVID-19 Retrospective Studies Humans Machine Learning New York Aged, 80 and over Sensitivity and Specificity Intensive Care Units Male Middle Aged Female Aged
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Predicting Survival After Extracorporeal Membrane Oxygenation by Using Machine Learning.

The Annals of thoracic surgery May 23, 2020
BACKGROUND: Venoarterial (VA) extracorporeal membrane oxygenation (ECMO) undoubtedly saves many lives, but it is associated with a high degree of patient morbidity, mortality, and resource use. This study aimed to develop a machine learning algorithm...
Extracorporeal Membrane Oxygenation New York Shock, Cardiogenic Hospital Mortality ROC Curve Follow-Up Studies Survival Rate Prognosis Male Retrospective Studies Middle Aged Humans Female Machine Learning Aged
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Machine Learning Based Opioid Overdose Prediction Using Electronic Health Records.

AMIA ... Annual Symposium proceedings. AMIA Symposium Mar 4, 2020
Opioid addiction in the United States has come to national attention as opioid overdose (OD) related deaths have risen at alarming rates. Combating opioid epidemic becomes a high priority for not only governments but also healthcare providers. This d...
Analgesics, Opioid Opioid-Related Disorders Drug Overdose Electronic Health Records New York Humans United States Models, Statistical Machine Learning Databases, Factual
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Prediction of microbial communities for urban metagenomics using neural network approach.

Human genomics Oct 22, 2019
BACKGROUND: Microbes are greatly associated with human health and disease, especially in densely populated cities. It is essential to understand the microbial ecosystem in an urban environment for cities to monitor the transmission of infectious dise...
Microbiota Metagenomics New York Cities Models, Genetic Boston Algorithms Neural Networks, Computer Databases, Genetic Reproducibility of Results
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