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Spectral matching techniques (SMTs) and automated cropland classification algorithms (ACCAs) for mapping croplands of Australia using MODIS 250-m time-series (2000-2015) data

by Teluguntla, Pardhasaradhi, Thenkabail, Prasad S., Xiong, Jun, Gumma, Murali Krishna, Congalton, Russell G., Oliphant, Adam, Poehnelt, Justin, Yadav, Kamini, Rao, Mahesh, Massey, Richard
Published in International journal of digital earth (02.09.2017)

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A Cascaded Deep Learning–Based Artificial Intelligence Algorithm for Automated Lesion Detection and Classification on Biparametric Prostate Magnetic Resonance Imaging

Published in Academic radiology

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Data-driven automated classification algorithms for acute health conditions: applying PheNorm to COVID-19 disease

by Smith, Joshua C, Williamson, Brian D, Cronkite, David J, Park, Daniel, Whitaker, Jill M, McLemore, Michael F, Osmanski, Joshua T, Winter, Robert, Ramaprasan, Arvind, Kelley, Ann, Shea, Mary, Wittayanukorn, Saranrat, Stojanovic, Danijela, Zhao, Yueqin, Toh, Sengwee, Johnson, Kevin B, Aronoff, David M, Carrell, David S
Published in Journal of the American Medical Informatics Association : JAMIA (16.02.2024)

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PD56-08 A DEEP LEARNING-BASED ALGORITHM FOR AUTOMATED DETECTION AND CLASSIFICATION OF PROSTATE LESIONS ON BIPARAMETRIC MAGNETIC RESONANCE IMAGING

by Mehralivand, Sherif, Yang, Dong, Xu, Daguang, Xu, Ziyue, Roth, Holger, Harmon, Stephanie, Masoudi, Samira, Sanford, Thomas, Kesani, Deepak, Lay, Nathan, Wood, Bradford, Choyke, Peter, Pinto, Peter, Turkbey, Baris
Published in The Journal of urology (01.09.2021)

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Feasibility of a deep learning‐based algorithm for automated detection and classification of nasal polyps and inverted papillomas on nasal endoscopic images

by Girdler, Benton, Moon, Hyun, Bae, Mi Rye, Ryu, Sung Seok, Bae, Jihye, Yu, Myeong Sang
Published in International forum of allergy & rhinology (01.12.2021)

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Acoustic diagnosis of pulmonary hypertension: automated speech- recognition-inspired classification algorithm outperforms physicians

by Kaddoura, Tarek, Vadlamudi, Karunakar, Kumar, Shine, Bobhate, Prashant, Guo, Long, Jain, Shreepal, Elgendi, Mohamed, Coe, James Y, Kim, Daniel, Taylor, Dylan, Tymchak, Wayne, Schuurmans, Dale, Zemp, Roger J., Adatia, Ian
Published in Scientific reports (09.09.2016)

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Grading of diabetic retinopathy using a pre‐segmenting deep learning classification model: Validation of an automated algorithm

by Similié, Dyllan Edson, Andersen, Jakob K. H., Dinesen, Sebastian, Savarimuthu, Thiusius R., Grauslund, Jakob
Published in Acta ophthalmologica (Oxford, England) (01.03.2025)

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Comparison of a genetic algorithm to grammatical evolution for automated design of genetic programming classification algorithms

by Nyathi, Thambo, Pillay, Nelishia
Published in Expert systems with applications (15.08.2018)

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Using semi-automated classification algorithms in the context of an ecosystem service assessment applied to a temperate atlantic estuary

by Afonso, F., Ponte Lira, C., Austen, M.C., Broszeit, S., Melo, R., Nogueira Mendes, R., Salgado, R., Brito, A.C.
Published in Remote sensing applications (01.11.2024)

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Assessing the Repeatability of Automated Seafloor Classification Algorithms, with Application in Marine Protected Area Monitoring

by Zelada Leon, America, Huvenne, Veerle A.I., Benoist, Noëlie M.A., Ferguson, Matthew, Bett, Brian J., Wynn, Russell B.
Published in Remote sensing (Basel, Switzerland) (01.05.2020)

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Prediction of upgrade to clinically significant prostate cancer in patients under active surveillance: Performance of a fully automated AI‐algorithm for lesion detection and classification

by Oerther, Benedict, Engel, Hannes, Nedelcu, Andrea, Schlett, Christopher L., Grimm, Robert, Busch, Heinrich, Sigle, August, Gratzke, Christian, Bamberg, Fabian, Benndorf, Matthias
Published in The Prostate (01.06.2023)

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Automated clustering algorithms for classification of astronomical objects

by Zhang, Y., Zhao, Y.
Published in Astronomy and astrophysics (Berlin) (01.08.2004)

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An Automated Cropland Classification Algorithm (ACCA) for Tajikistan by Combining Landsat, MODIS, and Secondary Data

by Thenkabail, Prasad S., Wu, Zhuoting
Published in Remote sensing (Basel, Switzerland) (01.10.2012)

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Improving automated Turkish text classification with learning‐based algorithms

by Köksal, Ömer, Yılmaz, Eyüp Halit
Published in Concurrency and computation (15.05.2022)

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Validation of an algorithm for automated classification of migraine and tension-type headache attacks in an electronic headache diary

by Roesch, Aaron, Dahlem, Markus A, Neeb, Lars, Kurth, Tobias
Published in Journal of headache and pain (12.06.2020)

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BIANCA (Brain Intensity AbNormality Classification Algorithm): A new tool for automated segmentation of white matter hyperintensities

by Griffanti, Ludovica, Zamboni, Giovanna, Khan, Aamira, Li, Linxin, Bonifacio, Guendalina, Sundaresan, Vaanathi, Schulz, Ursula G., Kuker, Wilhelm, Battaglini, Marco, Rothwell, Peter M., Jenkinson, Mark
Published in NeuroImage (Orlando, Fla.) (01.11.2016)

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Enhancing Classification Algorithm Recommendation in Automated Machine Learning: A Meta-Learning Approach Using Multivariate Sparse Group Lasso

by Khan, Irfan, Zhang, Xianchao, Ayyasamy, Ramesh Kumar, Alhashmi, Saadat M., Rahim, Azizur
Published in Computer modeling in engineering & sciences (2025)

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Machine learning algorithm improved automated droplet classification of ddPCR for detection of BRAF V600E in paraffin-embedded samples

by Colozza-Gama, Gabriel A., Callegari, Fabiano, Bešič, Nikola, Paniza, Ana Carolina de J., Cerutti, Janete M.
Published in Scientific reports (16.06.2021)

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Differential diagnosis of parkinsonian syndromes: a comparison of clinical and automated - metabolic brain patterns’ based approach

by Rus, Tomaž, Tomše, Petra, Jensterle, Luka, Grmek, Marko, Pirtošek, Zvezdan, Eidelberg, David, Tang, Chris, Trošt, Maja
Published in European journal of nuclear medicine and molecular imaging (01.11.2020)

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Open-Source Algorithm for Automated Vigilance State Classification Using Single-Channel Electroencephalogram in Rodents

by Saevskiy, Anton, Suntsova, Natalia, Kosenko, Peter, Alam, Md Noor, Kostin, Andrey
Published in Sensors (Basel, Switzerland) (03.02.2025)

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