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Showing results for ?term=blaivas m
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Machine learning algorithm using publicly available echo database for simplified "visual estimation" of left ventricular ejection fraction.
Blaivas M, Blaivas L. Blaivas M, et al. World J Exp Med. 2022 Mar 20;12(2):16-25. doi: 10.5493/wjem.v12.i2.16. eCollection 2022 Mar 20. World J Exp Med. 2022. PMID: 35433318 Free PMC article.
METHODS: A simple DL architecture previously proven to perform well on ultrasound image analysis, VGG16, was utilized as a base architecture running within a long short term memory algorithm for sequential image (video) analysis. After obtaining permission to use the Stanf …
METHODS: A simple DL architecture previously proven to perform well on ultrasound image analysis, VGG16, was utilized as a base architecture …
Making Artificial Intelligence Lemonade Out of Data Lemons: Adaptation of a Public Apical Echo Database for Creation of a Subxiphoid Visual Estimation Automatic Ejection Fraction Machine Learning Algorithm.
Blaivas M, Blaivas LN, Campbell K, Thomas J, Shah S, Yadav K, Liu YT. Blaivas M, et al. J Ultrasound Med. 2022 Aug;41(8):2059-2069. doi: 10.1002/jum.15889. Epub 2021 Nov 24. J Ultrasound Med. 2022. PMID: 34820867
Assess feasibility of training ML algorithms to visually estimate left ventricular ejection fraction (EF) from a subxiphoid (SX) window using only apical 4-chamber (A4C) images. METHODS: Researchers used a long-short-term-memory algorithm for image analysis. Using the Stan …
Assess feasibility of training ML algorithms to visually estimate left ventricular ejection fraction (EF) from a subxiphoid (SX) window usin …
Development of a Deep Learning Network to Classify Inferior Vena Cava Collapse to Predict Fluid Responsiveness.
Blaivas M, Blaivas L, Philips G, Merchant R, Levy M, Abbasi A, Eickhoff C, Shapiro N, Corl K. Blaivas M, et al. J Ultrasound Med. 2021 Aug;40(8):1495-1504. doi: 10.1002/jum.15527. Epub 2020 Oct 10. J Ultrasound Med. 2021. PMID: 33038035
OBJECTIVES: To create a deep learning algorithm capable of video classification, using a long short-term memory (LSTM) network, to analyze collapsibility of the inferior vena cava (IVC) to predict fluid responsiveness in critically ill patients. ...
OBJECTIVES: To create a deep learning algorithm capable of video classification, using a long short-term memory (LSTM) network, to an …
Lymphoplasmacyte-rich meningioma mimicking idiopathic hypertrophic pachymeningitis.
Hirunwiwatkul P, Trobe JD, Blaivas M. Hirunwiwatkul P, et al. Among authors: blaivas m. J Neuroophthalmol. 2007 Jun;27(2):91-4. doi: 10.1097/WNO.0b013e31806773a5. J Neuroophthalmol. 2007. PMID: 17548990
A 24-year-old man presented with long-term headache and progressive visual loss. Neuro-ophthalmic manifestations included finger counting acuity in both eyes, weakly reactive pupils, pale optic discs, and increased deep tendon reflexes. ...
A 24-year-old man presented with long-term headache and progressive visual loss. Neuro-ophthalmic manifestations included finger coun …
Bedside Ultrasound to Identify and Predict Severity of Dysphagia Following Ischemic Stroke: Human Versus Artificial Intelligence.
Barron K, Blaivas M, Blaivas L, Sadler J, Deal I. Barron K, et al. Among authors: blaivas m. Ultrasound Med Biol. 2024 Jan;50(1):99-104. doi: 10.1016/j.ultrasmedbio.2023.09.008. Epub 2023 Oct 18. Ultrasound Med Biol. 2024. PMID: 37858370
Sonologists measured hyoid bone movement, and researchers then constructed an ML algorithm designed for real-time video analysis using a long short-term memory network with an embedded VGG16 convolutional neural network. ...
Sonologists measured hyoid bone movement, and researchers then constructed an ML algorithm designed for real-time video analysis using a lon …
Artificial intelligence versus expert: a comparison of rapid visual inferior vena cava collapsibility assessment between POCUS experts and a deep learning algorithm.
Blaivas M, Adhikari S, Savitsky EA, Blaivas LN, Liu YT. Blaivas M, et al. J Am Coll Emerg Physicians Open. 2020 Jul 31;1(5):857-864. doi: 10.1002/emp2.12206. eCollection 2020 Oct. J Am Coll Emerg Physicians Open. 2020. PMID: 33145532 Free PMC article.
OBJECTIVES: We sought to create a deep learning algorithm to determine the degree of inferior vena cava (IVC) collapsibility in critically ill patients to enable novice point-of-care ultrasound (POCUS) providers. METHODS: We used publicly available long short term memory ( …
OBJECTIVES: We sought to create a deep learning algorithm to determine the degree of inferior vena cava (IVC) collapsibility in critically i …
Persistent systemic production of human factor IX in mice by skeletal myoblast-mediated gene transfer: feasibility of repeat application to obtain therapeutic levels.
Wang JM, Zheng H, Blaivas M, Kurachi K. Wang JM, et al. Among authors: blaivas m. Blood. 1997 Aug 1;90(3):1075-82. Blood. 1997. PMID: 9242538 Free article.
Myoblast-mediated gene transfer and its repeated applications were tested for achieving a long-term stable systemic production of human factor IX (hFIX) at a therapeutic level in SCID mice. ...Additional cell injections administered to animals that originally received 10 x …
Myoblast-mediated gene transfer and its repeated applications were tested for achieving a long-term stable systemic production of hum …