Výsledky vyhledávání - "J. Matthew Helm"

Meaningless Applications and Misguided Methodologies in Artificial Intelligence–Related Orthopaedic Research Propagates Hype Over Hope

Autor: Prem N. Ramkumar, Michael Pang, Teja Polisetty, J. Matthew Helm, Jaret M. Karnuta

Publikováno v: Arthroscopy: The Journal of Arthroscopic & Related Surgery. 38:2761-2766

There exists great hope and hype in the literature surrounding applications of artificial intelligence (AI) to orthopaedic surgery. Between 2018 and 2021, a total of 178 AI-related articles were published in orthopaedics. However, for every 2 origina

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::a767098ca9ef284db8a45b1a1ce5d58f
https://doi.org/10.1016/j.arthro.2022.04.014

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Machine Learning and Artificial Intelligence: Definitions, Applications, and Future Directions

Autor: Andrew I. Spitzer, Prem N. Ramkumar, J. Matthew Helm, Viktor E. Krebs, Jaret M. Karnuta, Heather S. Haeberle, Jonathan L. Schaffer, Andrew M. Swiergosz

Publikováno v: Current Reviews in Musculoskeletal Medicine. 13:69-76

PURPOSE OF REVIEW: With the unprecedented advancement of data aggregation and deep learning algorithms, artificial intelligence (AI) and machine learning (ML) are poised to transform the practice of medicine. The field of orthopedics, in particular,

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::5c4c965d339a2ca83ff219a39c081263
https://doi.org/10.1007/s12178-020-09600-8

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Preoperative Magnetic Resonance Imaging Offers Questionable Clinical Utility, Delays Time to Hip Arthroscopy, and Lacks Cost-Effectiveness in Patients Aged ≤40 Years With Femoroacetabular Impingement Syndrome: A Retrospective 5-Year Analysis

Autor: Prem N. Ramkumar, J. Matthew Helm, Ava S. Berrier, Jose F. Vega, Sercan Yalcin, Kyle N. Kunze, Joshua D. Harris, Benedict U. Nwachukwu

Publikováno v: Arthroscopy : the journal of arthroscopicrelated surgery : official publication of the Arthroscopy Association of North America and the International Arthroscopy Association. 38(11)

To assess the clinical utility of preoperative magnetic resonance imaging (MRI) and quantify the delay in surgical care for patients aged ≤40 years undergoing primary hip arthroscopy with history, physical examination, and radiographs concordant wi

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::92108a76206ca1b61ad13f989562b487
https://pubmed.ncbi.nlm.nih.gov/35364263

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Evaluating the Need for Preoperative MRI Before Primary Hip Arthroscopy in Patients 40 Years and Younger With Femoroacetabular Impingement Syndrome: A Multicenter Comparative Analysis

Autor: Prem N. Ramkumar, Ava S. Berrier, J. Matthew Helm, Dylan S. Koolmees, Ayoosh Pareek, Aaron J. Krych, Eric C. Makhni, Joshua D. Harris, Benedict U. Nwachukwu

Publikováno v: Orthopaedic Journal of Sports Medicine. 11:232596712211447

Background: Routine hip magnetic resonance imaging (MRI) before arthroscopy for patients with femoroacetabular impingement syndrome (FAIS) offers questionable clinical benefit, delays surgery, and wastes resources. Purpose: To assess the clinical uti

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::4c1b9f5d6ac5bcd3b1fe4fe8a000d3ce
https://doi.org/10.1177/23259671221144776

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Paper 45: Preoperative MRI Offers Minimal Clinical Utility, Delays Access to Hip Arthroscopy, and Lacks Cost-Effectiveness in Patients Aged 40 or Under with Classic Femoroacetabular Impingement Syndrome: A Retrospective 5-Year Analysis

Autor: J. Matthew Helm, Ava Berrier, Jose Vega, Sercan Yalçin, Kyle Kunze, Joshua Harris, Jake Feingold, Prem Ramkumar

Publikováno v: Orthopaedic Journal of Sports Medicine. 10:2325967121S0060

Objectives: Background: The volume of hip arthroscopy for femoroacetabular impingement syndrome(FAIS) has dramatically risen, and data increasingly supports early intervention from symptom onset. In an increasingly value-conscious environment, the pr

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::88378d50e7e3c2da50357f6c21bfc9e0
https://doi.org/10.1177/2325967121s00609

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Metastatic Malignant Thymoma to the Abdomen: A SEER Database Review and Assessment of Treatment Strategies

Autor: J. Matthew Helm, Dan Lavy, Saju Joseph, Jazmine Figueroa-Bodine

Publikováno v: World Journal of Oncology

Background: Thymoma is a neoplasm occurring in 0.15 of 100,000 persons/year. Abdominal metastases are rare. We report the incidence of malignant thymoma (MT) and suggest imaging and treatment options for cases of abdominal metastasis. Methods: A Nati

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::cbd5ff217a067ec377a32bbd2e78440c
http://europepmc.org/articles/PMC5687894

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Predicting Inpatient Payments Prior to Lower Extremity Arthroplasty Using Deep Learning: Which Model Architecture Is Best?

Autor: Jaret M. Karnuta, Heather S. Haeberle, Prem N. Ramkumar, J. Matthew Helm, Sergio M. Navarro, Jonathan L. Schaffer, Viktor E. Krebs, Atul F. Kamath

Publikováno v: The Journal of Arthroplasty. 34:2235-2241.e1

Background Recent advances in machine learning have given rise to deep learning, which uses hierarchical layers to build models, offering the ability to advance value-based healthcare by better predicting patient outcomes and costs of a given treatme

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::e5f9ca881c7bcff52cb4b62f14a23161
https://doi.org/10.1016/j.arth.2019.05.048

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