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Detection of acute dengue virus infection, with and without concurrent malaria infection, in a cohort of febrile children in Kenya, 2014–2019, by clinicians or machine learning algorithms
Vu, David M., Krystosik, Amy R., Ndenga, Bryson A., Mutuku, Francis M., Ripp, Kelsey, Liu, Elizabeth, Bosire, Carren M., Heath, Claire, Chebii, Philip, Maina, Priscilla Watiri, Jembe, Zainab, Malumbo, Said Lipi, Amugongo, Jael Sagina, Ronga, Charles, Okuta, Victoria, Mutai, Noah, Makenzi, Nzaro G., Litunda, Kennedy A., Mukoko, Dunstan, King, Charles H., LaBeaud, A. Desiree
Published in PLOS global public health (26.07.2023)
Published in PLOS global public health (26.07.2023)
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Journal Article
Rapid Detection of SARS-CoV‑2 Variants Using an Angiotensin-Converting Enzyme 2‑Based Surface-Enhanced Raman Spectroscopy Sensor Enhanced by CoVari Deep Learning Algorithms
Yang, Yanjun, Cui, Jiaheng, Luo, Dan, Murray, Jackelyn, Chen, Xianyan, Hülck, Sebastian, Tripp, Ralph A., Zhao, Yiping
Published in ACS sensors (28.06.2024)
Published in ACS sensors (28.06.2024)
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Journal Article
Multiplex Detection and Quantification of Virus Co-Infections Using Label-free Surface-Enhanced Raman Spectroscopy and Deep Learning Algorithms
Yang, Yanjun, Cui, Jiaheng, Kumar, Amit, Luo, Dan, Murray, Jackelyn, Jones, Les, Chen, Xianyan, Hülck, Sebastian, Tripp, Ralph A., Zhao, Yiping
Published in ACS sensors (28.02.2025)
Published in ACS sensors (28.02.2025)
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Journal Article
Machine-learning classification of texture features of portable chest X-ray accurately classifies COVID-19 lung infection
Hussain, Lal, Nguyen, Tony, Li, Haifang, Abbasi, Adeel A., Lone, Kashif J., Zhao, Zirun, Zaib, Mahnoor, Chen, Anne, Duong, Tim Q.
Published in Biomedical engineering online (25.11.2020)
Published in Biomedical engineering online (25.11.2020)
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Journal Article
Fast Viral Diagnostics: FTIR-Based Identification, Strain-Typing, and Structural Characterization of SARS-CoV‑2
Lahiri, Pooja, Das, Souvik, Thakur, Shivani, Mehra, Rukmankesh, Ranjan, Piyush, Wig, Naveet, Dar, Lalit, Bhattacharyya, Tarun Kanti, Sengupta, Sanghamitra, Lahiri, Basudev
Published in Analytical chemistry (Washington) (17.09.2024)
Published in Analytical chemistry (Washington) (17.09.2024)
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Journal Article
Using machine learning of clinical data to diagnose COVID-19: a systematic review and meta-analysis
Li, Wei Tse, Ma, Jiayan, Shende, Neil, Castaneda, Grant, Chakladar, Jaideep, Tsai, Joseph C., Apostol, Lauren, Honda, Christine O., Xu, Jingyue, Wong, Lindsay M., Zhang, Tianyi, Lee, Abby, Gnanasekar, Aditi, Honda, Thomas K., Kuo, Selena Z., Yu, Michael Andrew, Chang, Eric Y., Rajasekaran, Mahadevan “ Raj”, Ongkeko, Weg M.
Published in BMC medical informatics and decision making (29.09.2020)
Published in BMC medical informatics and decision making (29.09.2020)
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Journal Article
A machine learning-based treatment prediction model using whole genome variants of hepatitis C virus
Haga, Hiroaki, Sato, Hidenori, Koseki, Ayumi, Saito, Takafumi, Okumoto, Kazuo, Hoshikawa, Kyoko, Katsumi, Tomohiro, Mizuno, Kei, Nishina, Taketo, Ueno, Yoshiyuki
Published in PloS one (05.11.2020)
Published in PloS one (05.11.2020)
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Journal Article
Determination of probability of causative pathogen in infectious keratitis using deep learning algorithm of slit-lamp images
Koyama, Ayumi, Miyazaki, Dai, Nakagawa, Yuji, Ayatsuka, Yuji, Miyake, Hitomi, Ehara, Fumie, Sasaki, Shin-ichi, Shimizu, Yumiko, Inoue, Yoshitsugu
Published in Scientific reports (22.11.2021)
Published in Scientific reports (22.11.2021)
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Journal Article
Performance of an automated deep learning algorithm to identify hepatic steatosis within noncontrast computed tomography scans among people with and without HIV
Torgersen, Jessie, Akers, Scott, Huo, Yuankai, Terry, James G., Carr, J. Jeffrey, Ruutiainen, Alexander T., Skanderson, Melissa, Levin, Woody, Lim, Joseph K., Taddei, Tamar H., So‐Armah, Kaku, Bhattacharya, Debika, Rentsch, Christopher T., Shen, Li, Carr, Rotonya, Shinohara, Russell T., McClain, Michele, Freiberg, Matthew, Justice, Amy C., Lo Re, Vincent
Published in Pharmacoepidemiology and drug safety (01.10.2023)
Published in Pharmacoepidemiology and drug safety (01.10.2023)
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Journal Article
Deep multiple-instance learning for abnormal cell detection in cervical histopathology images
Pal, Anabik, Xue, Zhiyun, Desai, Kanan, Aina F Banjo, Adekunbiola, Adepiti, Clement Akinfolarin, Long, L. Rodney, Schiffman, Mark, Antani, Sameer
Published in Computers in biology and medicine (01.11.2021)
Published in Computers in biology and medicine (01.11.2021)
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Journal Article
Exploration of Despair Eccentricities Based on Scale Metrics with Feature Sampling Using a Deep Learning Algorithm
Hasanin, Tawfiq, Kshirsagar, Pravin, Manoharan, Hariprasath, Sengar, Sandeep, Selvarajan, Shitharth, Satapathy, Suresh
Published in Diagnostics (Basel) (01.11.2022)
Published in Diagnostics (Basel) (01.11.2022)
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Journal Article
Viral epitope profiling of COVID-19 patients reveals cross-reactivity and correlates of severity
Published in Science (American Association for the Advancement of Science)
(27.11.2020)
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Journal Article
DeepCervix: A deep learning-based framework for the classification of cervical cells using hybrid deep feature fusion techniques
Rahaman, Md Mamunur, Li, Chen, Yao, Yudong, Kulwa, Frank, Wu, Xiangchen, Li, Xiaoyan, Wang, Qian
Published in Computers in biology and medicine (01.09.2021)
Published in Computers in biology and medicine (01.09.2021)
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Journal Article
Computer-aided prognosis of tuberculous meningitis combining imaging and non-imaging data
Canas, Liane S., Dong, Trinh H. K., Beasley, Daniel, Donovan, Joseph, Cleary, Jon O., Brown, Richard, Thuong, Nguyen Thuy Thuong, Nguyen, Phu Hoan, Nguyen, Ha Thi, Razavi, Reza, Ourselin, Sebastien, Thwaites, Guy E., Modat, Marc
Published in Scientific reports (30.07.2024)
Published in Scientific reports (30.07.2024)
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Journal Article
Automated diagnosis of HIV-associated neurocognitive disorders using large-scale Granger causality analysis of resting-state functional MRI
Chockanathan, Udaysankar, DSouza, Adora M., Abidin, Anas Z., Schifitto, Giovanni, Wismüller, Axel
Published in Computers in biology and medicine (01.03.2019)
Published in Computers in biology and medicine (01.03.2019)
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Journal Article