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Machine learning algorithms enhance the specificity of cancer biomarker detection using SERS-based immunoassays in microfluidic chips
Banaei, Nariman, Moshfegh, Javad, Mohseni-Kabir, Arman, Houghton, Jean Marie, Sun, Yubing, Kim, Byung
Published in RSC advances (15.01.2019)
Published in RSC advances (15.01.2019)
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Journal Article
Advancing Healthcare: Synergizing Biosensors and Machine Learning for Early Cancer Diagnosis
Kokabi, Mahtab, Tahir, Muhammad Nabeel, Singh, Darshan, Javanmard, Mehdi
Published in Biosensors (Basel) (01.09.2023)
Published in Biosensors (Basel) (01.09.2023)
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Journal Article
Machine learning to identify pairwise interactions between specific IgE antibodies and their association with asthma: A cross-sectional analysis within a population-based birth cohort
Fontanella, Sara, Frainay, Clément, Murray, Clare S., Simpson, Angela, Custovic, Adnan
Published in PLoS medicine (13.11.2018)
Published in PLoS medicine (13.11.2018)
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Journal Article
A combined microfluidic deep learning approach for lung cancer cell high throughput screening toward automatic cancer screening applications
Hashemzadeh, Hadi, Shojaeilangari, Seyedehsamaneh, Allahverdi, Abdollah, Rothbauer, Mario, Ertl, Peter, Naderi-Manesh, Hossein
Published in Scientific reports (07.05.2021)
Published in Scientific reports (07.05.2021)
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Journal Article
ML Based Diagnosis for Fault Location in Digital Circuits
Bagchi, Diptanshu, Rahaman, Habibur, Ghosh, Sudip, Chatterjee, Subhajit
Published in Proceedings - Asian Test Symposium (17.12.2024)
Published in Proceedings - Asian Test Symposium (17.12.2024)
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Conference Proceeding
Integrating deep learning with microfluidics for biophysical classification of sickle red blood cells adhered to laminin
Praljak, Niksa, Iram, Shamreen, Goreke, Utku, Singh, Gundeep, Hill, Ailis, Gurkan, Umut A., Hinczewski, Michael
Published in PLoS computational biology (01.11.2021)
Published in PLoS computational biology (01.11.2021)
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Journal Article
Development of a machine learning model for early prediction of plasma leakage in suspected dengue patients
Zargari Marandi, Ramtin, Leung, Preston, Sigera, Chathurani, Murray, Daniel Dawson, Weeratunga, Praveen, Fernando, Deepika, Rodrigo, Chaturaka, Rajapakse, Senaka, MacPherson, Cameron Ross
Published in PLoS neglected tropical diseases (01.03.2023)
Published in PLoS neglected tropical diseases (01.03.2023)
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Journal Article
Rapid Fingerprinting of Urinary Volatile Metabolites and Point-of-Care Diagnosis of Phenylketonuria on a Patterned Nanorod Sensor Array with Multiplexed Surface-Enhanced Raman Scattering Readouts
Li, Zheng, Lu, Xiaohui, Zhang, Zhiyang, Yan, Shuoyang, Yang, Yunli
Published in Analytical chemistry (Washington) (10.09.2024)
Published in Analytical chemistry (Washington) (10.09.2024)
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Journal Article
Identification of immune-associated biomarkers of diabetes nephropathy tubulointerstitial injury based on machine learning: a bioinformatics multi-chip integrated analysis
Wang, Lin, Su, Jiaming, Liu, Zhongjie, Ding, Shaowei, Li, Yaotan, Hou, Baoluo, Hu, Yuxin, Dong, Zhaoxi, Tang, Jingyi, Liu, Hongfang, Liu, Weijing
Published in BioData mining (01.07.2024)
Published in BioData mining (01.07.2024)
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Journal Article
A high-performance, hardware-based deep learning system for disease diagnosis
Siddique, Ali, Iqbal, Muhammad Azhar, Aleem, Muhammad, Lin, Jerry Chun-Wei
Published in PeerJ. Computer science (19.07.2022)
Published in PeerJ. Computer science (19.07.2022)
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Journal Article
Validation of a Microfluidic Device Prototype for Cancer Detection and Identification: Circulating Tumor Cells Classification Based on Cell Trajectory Analysis Leveraging Cell‐Based Modeling and Machine Learning
Rejuan, Rifat, Aulisa, Eugenio, Li, Wei, Thompson, Travis, Kumar, Sanjoy, Canic, Suncica, Wang, Yifan
Published in International journal for numerical methods in biomedical engineering (01.04.2025)
Published in International journal for numerical methods in biomedical engineering (01.04.2025)
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Journal Article
ResOT: Resource-Efficient Oblique Trees for Neural Signal Classification
Zhu, Bingzhao, Farivar, Masoud, Shoaran, Mahsa
Published in IEEE transactions on biomedical circuits and systems (01.08.2020)
Published in IEEE transactions on biomedical circuits and systems (01.08.2020)
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Journal Article
Machine learning-based anomaly detection for post-silicon bug diagnosis
DeOrio, Andrew, Li, Qingkun, Burgess, Matthew, Bertacco, Valeria
Published in 2013 Design, Automation & Test in Europe Conference & Exhibition (DATE) (01.03.2013)
Published in 2013 Design, Automation & Test in Europe Conference & Exhibition (DATE) (01.03.2013)
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Conference Proceeding
Clinical decision support tool and rapid point-of-care platform for determining disease severity in patients with COVID-19
McRae, Michael P, Simmons, Glennon W, Christodoulides, Nicolaos J, Lu, Zhibing, Kang, Stella K, Fenyo, David, Alcorn, Timothy, Dapkins, Isaac P, Sharif, Iman, Vurmaz, Deniz, Modak, Sayli S, Srinivasan, Kritika, Warhadpande, Shruti, Shrivastav, Ravi, McDevitt, John T
Published in Lab on a chip (21.06.2020)
Published in Lab on a chip (21.06.2020)
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Journal Article