Search Results - "Sui, Jianye"

Electronic classification of barcoded particles for multiplexed detection using supervised machine learning analysis by Sui, Jianye, Xie, Pengfei, Lin, Zhongtian, Javanmard, Mehdi

“…Wearable biosensors are of great interest in recent years due to their potential in health related applications. Multiplex biomarker analysis is needed in…”
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Electrical impedance as an indicator of microalgal cell health by Sui, Jianye, Foflonker, Fatima, Bhattacharya, Debashish, Javanmard, Mehdi

“…Separating specific cell phenotypes from a heterotypic mixture is a critical step in many research projects. Traditional methods usually require a large sample…”
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Multi-frequency impedance sensing for detection and sizing of DNA fragments by Sui, Jianye, Gandotra, Neeru, Xie, Pengfei, Lin, Zhongtian, Scharfe, Curt, Javanmard, Mehdi

“…Electronic biosensors for DNA detection typically utilize immobilized oligonucleotide probes on a signal transducer, which outputs an electronic signal when…”
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Functionalization of hybrid surface microparticles for in vitro cellular antigen classification by Ashley, Brandon K., Sui, Jianye, Javanmard, Mehdi, Hassan, Umer

“…Hybrid material surfaces on microparticles are emerging as vehicles for many biomedical multiplexing applications. Functionalization of these hybrid surface…”
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Clinical evaluation of a fully electronic microfluidic white blood cell analyzer by Sui, Jianye, Lin, Zhongtian, Azizpour, Shahriar, Chen, Fei, Gaur, Sunanda, Keene, Kelly, Soleimani, Farzad, Bhowmick, Tanaya, Rafique, Zubaid, Javanmard, Mehdi

“…The White Blood Cell (WBC) count is one of the key parameters signaling the health of the immune system. Abnormal WBC counts often signal a systemic insult to…”
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Nucleic Acid Quantification by Multi-Frequency Impedance Cytometry and Machine Learning by Kokabi, Mahtab, Sui, Jianye, Gandotra, Neeru, Pournadali Khamseh, Arastou, Scharfe, Curt, Javanmard, Mehdi

“…Determining nucleic acid concentrations in a sample is an important step prior to proceeding with downstream analysis in molecular diagnostics. Given the need…”
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Toward point-of-care assessment of patient response: a portable tool for rapidly assessing cancer drug efficacy using multifrequency impedance cytometry and supervised machine learning by Ahuja, Karan, Rather, Gulam M., Lin, Zhongtian, Sui, Jianye, Xie, Pengfei, Le, Tuan, Bertino, Joseph R., Javanmard, Mehdi

“…We present a novel method to rapidly assess drug efficacy in targeted cancer therapy, where antineoplastic agents are conjugated to antibodies targeting…”
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A two-minute assay for electronic quantification of antibodies in saliva enabled through a reusable microfluidic multi-frequency impedance cytometer and machine learning analysis by Lin, Zhongtian, Sui, Jianye, Javanmard, Mehdi

“…The use of saliva as a diagnostic fluid has always been appealing due to the ability for rapid and non-invasive sampling for monitoring health status and the…”
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Biosensors and machine learning for enhanced detection, stratification, and classification of cells: a review by Raji, Hassan, Tayyab, Muhammad, Sui, Jianye, Mahmoodi, Seyed Reza, Javanmard, Mehdi

“…Biological cells, by definition, are the basic units which contain the fundamental molecules of life of which all living things are composed. Understanding how…”
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Multi-modal sensing with integrated machine learning to differentiate specific leukocytes targeted by electrically sensitive hybrid particles by Ashley, Brandon K., Sui, Jianye, Javanmard, Mehdi, Hassan, Umer

“…The growing need for personalized, accurate, and non-invasive diagnostic technology has resulted in significant advancements, from pushing current mechanistic…”
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Antibody-functionalized aluminum oxide-coated particles targeting neutrophil receptors in a multifrequency microfluidic impedance cytometer by Ashley, Brandon K, Sui, Jianye, Javanmard, Mehdi, Hassan, Umer

“…Personalized diagnostics of infectious diseases require monitoring disease progression due to their ever-changing physiological conditions and the…”
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Fully integrated wearable impedance cytometry platform on flexible circuit board with online smartphone readout by Furniturewalla, Abbas, Chan, Matthew, Sui, Jianye, Ahuja, Karan, Javanmard, Mehdi

“…We present a wearable microfluidic impedance cytometer implemented on a flexible circuit wristband with on-line smartphone readout for portable biomarker…”
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Multi-Frequency Impedance Cytometry for Biomolecular Sensing and Cell Analysis by Sui, Jianye

“…We live in a world with persistent, emerging, and reemerging infectious disease threats. Infections can be caused by pathogenic microbes, including viruses,…”
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Clinical evaluation of a fully electronic microfluidic white blood cell analyzer by Jianye Sui, Zhongtian Lin, Shahriar Azizpour, Fei Chen, Sunanda Gaur, Kelly Keene, Farzad Soleimani, Tanaya Bhowmick, Zubaid Rafique, Mehdi Javanmard

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Rapid Label-free DNA Quantification by Multi-frequency Impedance Sensing on a Chip by Sui, Jianye, Gandotra, Neeru, Scharfe, Curt, Javanmard, Mehdi

“…DNA quantification and characterization are of critical importance in disease diagnosis and clinical analysis, while label-free technology greatly simplifies…”
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Aluminum Oxide-Coated Particle Differentiation Employing Supervised Machine Learning and Impedance Cytometry by Ashley, Brandon K, Sui, Jianye, Javanmard, Mehdi, Hassan, Umer

“…This article uses a supervised machine learning (ML) system for identifying groups of nanoparticles coated with metal oxides of varying thicknesses using a…”
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A Time-Frequency Deep Learning Classification Model for Metal Oxide Coated Particles by Tahir, Muhammad Nabeel, Ashley, Brandon K, Sui, Jianye, Javanmard, Mehdi, Hassan, Umer

“…This study uses time-frequency transformed data and deep learning (DL) models to identify the groups of metal oxide nano-coated micro-particles using an…”
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Biosensors and Machine Learning for Enhanced Detection, Stratification, and Classification of Cells: A Review by Raji, Hassan, Tayyab, Muhammad, Sui, Jianye, Mahmoodi, Seyed Reza, Javanmard, Mehdi

“…Biological cells, by definition, are the basic units which contain the fundamental molecules of life of which all living things are composed. Understanding how…”
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Multiplexed molecular biomarker analysis using an expanded library of nanoelectronically barcoded particles enabled through machine learning analysis by Sui, Jianye, Xie, Pengfei, Lin, Zhongtian, Javanmard, Mehdi

“…Electronically barcoded micro-particles have been demonstrated for use in various multiplexed molecular biomarker assays. Traditional optical and plasmonic…”
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