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Results of the 2016 International Skin Imaging Collaboration International Symposium on Biomedical Imaging challenge: Comparison of the accuracy of computer algorithms to dermatologists for the diagnosis of melanoma from dermoscopic images

by Marchetti, Michael A., Codella, Noel C.F., Dusza, Stephen W., Gutman, David A., Helba, Brian, Kalloo, Aadi, Mishra, Nabin, Carrera, Cristina, Celebi, M. Emre, DeFazio, Jennifer L., Jaimes, Natalia, Marghoob, Ashfaq A., Quigley, Elizabeth, Scope, Alon, Yélamos, Oriol, Halpern, Allan C.
Published in Journal of the American Academy of Dermatology (01.02.2018)

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Development and Validation of a Deep Learning–Based Automated Detection Algorithm for Major Thoracic Diseases on Chest Radiographs

by Hwang, Eui Jin, Park, Sunggyun, Jin, Kwang-Nam, Kim, Jung Im, Choi, So Young, Lee, Jong Hyuk, Goo, Jin Mo, Aum, Jaehong, Yim, Jae-Joon, Cohen, Julien G., Ferretti, Gilbert R., Park, Chang Min
Published in JAMA network open (01.03.2019)

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Assessment of a standalone photoplethysmography (PPG) algorithm for detection of atrial fibrillation on wristband-derived data

by Selder, JL, Proesmans, T, Breukel, L, Dur, O, Gielen, W, van Rossum, AC, Allaart, CP
Published in Computer methods and programs in biomedicine (01.12.2020)

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Predicting body weight in growing pigs from feeding behavior data using machine learning algorithms

by He, Yuqing, Tiezzi, Francesco, Howard, Jeremy, Maltecca, Christian
Published in Computers and electronics in agriculture (01.05.2021)

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Predicting Brain Age Using Machine Learning Algorithms: A Comprehensive Evaluation

by Beheshti, Iman, Ganaie, M. A., Paliwal, Vardhan, Rastogi, Aryan, Razzak, Imran, Tanveer, M.
Published in IEEE journal of biomedical and health informatics (01.04.2022)

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Three-Dimensional Segmentation of Equine Paranasal Sinuses in Multidetector Computed Tomography Datasets: Preliminary Morphometric Assessment Assisted with Clustering Analysis

by Borowska, Marta, Lipowicz, Paweł, Daunoravičienė, Kristina, Turek, Bernard, Jasiński, Tomasz, Pauk, Jolanta, Domino, Małgorzata
Published in Sensors (Basel, Switzerland) (01.06.2024)

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DeepCOVID-XR: An Artificial Intelligence Algorithm to Detect COVID-19 on Chest Radiographs Trained and Tested on a Large U.S. Clinical Data Set

by Wehbe, Ramsey M., Sheng, Jiayue, Dutta, Shinjan, Chai, Siyuan, Dravid, Amil, Barutcu, Semih, Wu, Yunan, Cantrell, Donald R., Xiao, Nicholas, Allen, Bradley D., MacNealy, Gregory A., Savas, Hatice, Agrawal, Rishi, Parekh, Nishant, Katsaggelos, Aggelos K.
Published in Radiology (01.04.2021)

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Automated pancreas segmentation from computed tomography and magnetic resonance images: A systematic review

by Kumar, Haribalan, DeSouza, Steve V., Petrov, Maxim S.
Published in Computer methods and programs in biomedicine (01.09.2019)

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Impact of data fragmentation across healthcare centers on the accuracy of a high-throughput clinical phenotyping algorithm for specifying subjects with type 2 diabetes mellitus

by Wei, Wei-Qi, Leibson, Cynthia L, Ransom, Jeanine E, Kho, Abel N, Caraballo, Pedro J, Chai, High Seng, Yawn, Barbara P, Pacheco, Jennifer A, Chute, Christopher G
Published in Journal of the American Medical Informatics Association : JAMIA (01.03.2012)

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Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs

by Gulshan, Varun, Peng, Lily, Coram, Marc, Stumpe, Martin C, Wu, Derek, Narayanaswamy, Arunachalam, Venugopalan, Subhashini, Widner, Kasumi, Madams, Tom, Cuadros, Jorge, Kim, Ramasamy, Raman, Rajiv, Nelson, Philip C, Mega, Jessica L, Webster, Dale R
Published in JAMA : the journal of the American Medical Association (13.12.2016)

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Impact of Sinogram Affirmed Iterative Reconstruction (SAFIRE) Algorithm on Image Quality with 70 kVp-Tube-Voltage Dual-Source CT Angiography in Children with Congenital Heart Disease

by Nie, Pei, Li, Haiou, Duan, Yanhua, Wang, Ximing, Ji, Xiaopeng, Cheng, Zhaoping, Wang, Anbiao, Chen, Jiuhong
Published in PloS one (10.03.2014)

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Evaluation of the impact of a novel denoising algorithm on image quality in dual-energy abdominal CT of obese patients

by Schwartz, Fides R., Clark, Darin P., Rigiroli, Francesca, Kalisz, Kevin, Wildman-Tobriner, Benjamin, Thomas, Sarah, Wilson, Joshua, Badea, Cristian T., Marin, Daniele
Published in European radiology (01.10.2023)

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Comparison of different MRI-based unsupervised segmentation algorithms in predicting sarcopenia

by Zuo, Huayan, Wang, Qiyang, Bi, Guoli, Wang, Yijin, Yang, Guang, Zhang, Chengxiu, Song, Yang, Wu, Yunzhu, Gong, Xiarong, Bi, Qiu
Published in European journal of radiology (01.12.2024)

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Automated thresholding algorithms outperform manual thresholding in macular optical coherence tomography angiography image analysis

by Terheyden, Jan Henrik, Wintergerst, Maximilian W. M., Falahat, Peyman, Berger, Moritz, Holz, Frank G., Finger, Robert P.
Published in PloS one (20.03.2020)

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Diagnostic Value of Model-Based Iterative Reconstruction Combined with a Metal Artifact Reduction Algorithm during CT of the Oral Cavity

by Kubo, Y., Ito, K., Sone, M., Nagasawa, H., Onishi, Y., Umakoshi, N., Hasegawa, T., Akimoto, T., Kusumoto, M.
Published in American journal of neuroradiology : AJNR (01.11.2020)

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Dedicated breast CT: Fibroglandular volume measurements in a diagnostic population

by Vedantham, Srinivasan, Shi, Linxi, Karellas, Andrew, O’Connell, Avice M.
Published in Medical physics (Lancaster) (01.12.2012)

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Breast Cancer Calcifications: Identification Using a Novel Segmentation Approach

by Chaudhury, Sushovan, Rakhra, Manik, Memon, Naz, Sau, Kartik, Ayana, Melkamu Teshome
Published in Computational and mathematical methods in medicine (06.10.2021)

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Evaluation of a Cascaded Deep Learning–based Algorithm for Prostate Lesion Detection at Biparametric MRI

by Lin, Yue, Yilmaz, Enis C., Belue, Mason J., Harmon, Stephanie A., Tetreault, Jesse, Phelps, Tim E., Merriman, Katie M., Hazen, Lindsey, Garcia, Charisse, Yang, Dong, Xu, Ziyue, Lay, Nathan S., Toubaji, Antoun, Merino, Maria J., Xu, Daguang, Law, Yan Mee, Gurram, Sandeep, Wood, Bradford J., Choyke, Peter L., Pinto, Peter A., Turkbey, Baris
Published in Radiology (01.05.2024)

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The development an artificial intelligence algorithm for early sepsis diagnosis in the intensive care unit

by Yuan, Kuo-Ching, Tsai, Lung-Wen, Lee, Ko-Han, Cheng, Yi-Wei, Hsu, Shou-Chieh, Lo, Yu-Sheng, Chen, Ray-Jade
Published in International journal of medical informatics (Shannon, Ireland) (01.09.2020)

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Automated vertebral compression fracture detection and quantification on opportunistic CT scans: a performance evaluation

by Guenoun, D., Quemeneur, M.S., Ayobi, A., Castineira, C., Quenet, S., Kiewsky, J., Mahfoud, M., Avare, C., Chaibi, Y., Champsaur, P.
Published in Clinical radiology (01.04.2025)

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