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Prediction of complications in diabetes mellitus using machine learning models with transplanted topic model features
Springer Science and Business Media LLC - - 2024
Benedict Choonghyun Han, Jimin Kim, Jinwook Choi
AbstractPurpose: This study aims to predict the progression of Diabetes Mellitus (DM) from the clinical notes through machine learning based on latent Dirichlet allocation (LDA) topic modeling. Particularly, 174,427 clinical notes of DM patients were collected from the electronic medical record (EMR) system of the Seoul National University Ho...... hiện toàn bộ
Assessment of shape memory alloy stent deployment in a stenosed artery
Springer Science and Business Media LLC - Tập 1 - Trang 226-231 - 2011
Shijia Zhao, Linxia Gu, Stacey R. Froemming
Shape memory alloy (SMA) stents have been used increasingly for the treatment of complex arterial occlusions. There is an immediate need to quantify the mechanical performance of SMA stents to open occluded arteries. The stent crimping and expanding process was assessed through both numerical modeling and in-vitro studies. The implantation of a SMA stent in curved arteries with eccentric stenosis ...... hiện toàn bộ
Analysis of induced dynamic biceps EMG signal complexity using Markov transition networks
Springer Science and Business Media LLC - - 2024
G. Venugopal, Divya Sasidharan, Ramakrishnan Swaminathan
Surface electromyography (sEMG) is a non-invasive technique to characterize muscle electrical activity. The analysis of sEMG signals under muscle fatigue play a crucial part in the branch of neurorehabilitation, sports medicine, biomechanics, and monitoring neuromuscular pathologies. In this work, a method to transform sEMG signals to complex networks under muscle fatigue conditions using Markov t...... hiện toàn bộ
Special issue on nano/biotechnology
Springer Science and Business Media LLC - - 2013
Yeonho Choi, Luke P. Lee
Recent functional near infrared spectroscopy based brain computer interface systems: Developments, applications and challenges
Springer Science and Business Media LLC - Tập 4 - Trang 223-230 - 2014
Phillips V. Zephaniah, Jae Gwan Kim
Functional Near Infrared Spectroscopy (fNIRS) based Brain Computer Interface (BCI) systems have grown in popularity in the last years, and has shown itself as a useful tool in developing portable and convenient BCI systems. The purpose of this review paper is to highlight the recent developments, applications, and challenges that research groups have achieved in the field of fNIRS-BCI. We will sho...... hiện toàn bộ
Margetuximab conjugated-PEG-PAMAM G4 nano-complex: a smart nano-device for suppression of breast cancer
Springer Science and Business Media LLC - Tập 12 - Trang 317-329 - 2022
Yasaman Khakinahad, Saeedeh Sohrabi, Shokufeh Razi, Asghar Narmani, Sepideh Khaleghi, Mahboubeh Asadiyun, Hanieh Jafari, Javad Mohammadnejad
Breast cancer due to its high incidence and mortality is the second leading cause of death among females. On the other hand, nanoparticle-based drug delivery is one of the most promising approaches in cancer therapy, nowadays. Hence, margetuximab- and polyethylene glycol-conjugated PAMAM G4 dendrimers were efficiently synthesized for targeted delivery of quercetin (therapeutic agent) to MDA-MB-231...... hiện toàn bộ
Strategies for minimizing glial response to chronically-implanted microelectrode arrays for neural interface
Springer Science and Business Media LLC - Tập 4 - Trang 120-128 - 2014
Yena Lee, Sang Beom Jun
For several decades, the intracortical penetrating microelectrode arrays have been widely employed for the purpose of neural recording and stimulation in nervous system. However, the long-term application is limited due to the tissue reaction to the implanted electrode array. The tissue response includes the degeneration of nerve cells as well as the formation of dense glial sheath adjacent the im...... hiện toàn bộ
Wearable sensing for liquid intake monitoring via apnea detection in breathing signals
Springer Science and Business Media LLC - - 2014
Bo Dong, Subir Biswas
Developing a control framework for self-adjusting prosthetic sockets incorporating tissue injury risk estimation and generalized predictive control
Springer Science and Business Media LLC - Tập 12 - Trang 59-73 - 2021
F. M. Mbithi, A. J. Chipperfield, J. W. Steer, A. S. Dickinson
To perform activities of daily living (ADL), people with lower limb amputation depend on the prosthetic socket for stability and proprioceptive feedback. Poorly fitting sockets can cause discomfort, pain, limb tissue injuries, limited device usage, and potential rejection. Semi-passively controlled adjustable socket technologies exist, but these depend upon the user’s perception to determine safe ...... hiện toàn bộ
Adaptive smith predictor controller for total intravenous anesthesia automation
Springer Science and Business Media LLC - Tập 9 - Trang 127-144 - 2018
Bhavina Patel, Hiren Patel, Pragna Vachhrajani, Divyang Shah, Alpesh Sarvaia
Anesthetic agent propofol needs to be administered at an appropriate rate to prevent hypotension and postoperative adverse reactions. To comprehend more suitable anesthetic drug rate during surgery is a crucial aspect. The main objective of this proposal is to design robust automated control system that work efficiently in most of the patients with smooth BIS and minimum variations of propofol dur...... hiện toàn bộ
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