[HTML][HTML] Steps to avoid overuse and misuse of machine learning in clinical research
Steps to avoid overuse and misuse of machine learning in clinical research | Nature Medicine
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Administrative databases
CM Harbaugh, JN Cooper - Seminars in Pediatric Surgery, 2018 - Elsevier
Administrative healthcare databases are created from records of service utilization and
payments for payer or hospital billing purposes. Such databases contain large amounts of …
payments for payer or hospital billing purposes. Such databases contain large amounts of …
Patterns in decompression and fusion procedures for patients with lumbar stenosis after major clinical trial results, 2016 to 2019
Importance Use of lumbar fusion has increased substantially over the last 2 decades. For
patients with lumbar stenosis and degenerative spondylolisthesis, 2 landmark prospective …
patients with lumbar stenosis and degenerative spondylolisthesis, 2 landmark prospective …
Clinical and administrative databases used in lower extremity arthroplasty research
Background The use of national databases in lower extremity arthroplasty research has
grown rapidly in recent years. We aimed to better characterize available databases by:(1) …
grown rapidly in recent years. We aimed to better characterize available databases by:(1) …
Characterization and potential relevance of randomized controlled trial patient populations in total joint arthroplasty in the United States: a systematic review
Background A substantial number of randomized controlled trial (RCT) studies in total joint
arthroplasty (TJA) are published each year in the United States (US). However, it is unknown …
arthroplasty (TJA) are published each year in the United States (US). However, it is unknown …
Bariatric surgery is associated with a lower rate of death after myocardial infarction and stroke: a nationwide study
A Aminian, EM Aleassa, DL Bhatt, C Tu… - Diabetes, Obesity …, 2019 - Wiley Online Library
Aim To assess the potential protective effect of bariatric surgery on mortality after myocardial
infarction (MI) or cerebrovascular accident (CVA). Materials and Methods Using the National …
infarction (MI) or cerebrovascular accident (CVA). Materials and Methods Using the National …
Machine learning approach to predict in‐hospital mortality in patients admitted for peripheral artery disease in the United States
Background Peripheral artery disease (PAD) affects> 10 million people in the United States.
PAD is associated with poor outcomes, including premature death. Machine learning (ML) …
PAD is associated with poor outcomes, including premature death. Machine learning (ML) …
Which factors correlate with marginal ulcer after surgery for obesity?
DC Rodrigo, S Jill, M Daniel, C Kimberly, EC Maher - Obesity surgery, 2020 - Springer
Introduction Marginal ulcer is one of the most common complications after Roux-en-Y gastric
bypass and is defined as an ulceration of any depth at or near the gastrojejunal …
bypass and is defined as an ulceration of any depth at or near the gastrojejunal …
Risk of pulmonary embolism more than 6 weeks after surgery among cancer-free middle-aged patients
Importance The risk of postoperative pulmonary embolism has been reported to be highest
during the first 5 weeks after surgery. However, how long the excess risk of postoperative …
during the first 5 weeks after surgery. However, how long the excess risk of postoperative …
Early trends in leadless pacemaker implantation: evaluating nationwide in-hospital outcomes
Background Single-chamber leadless intracardiac pacemaker (LICP) implantation was
approved in 2016 in the United States. However, little is known regarding trends in real …
approved in 2016 in the United States. However, little is known regarding trends in real …