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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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Enhancing neurological disease diagnostics: fusion of deep transfer learning with optimization algorithm for acute brain stroke prediction using facial images

by Alrowais, Fadwa, Alqahtani, Mohammed, Khan, Jahangir, Miled, Achraf Ben, Albalawneh, Da’ad, Alkharashi, Abdulwhab, Al Zanin, Samah, Marzouk, Radwa
Published in Scientific reports (10.04.2025)

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Intelligent monitoring of multi-axis robots for online diagnostics of unknown arm deviations

by Soualhi, Moncef, Nguyen, Khanh T. P., Medjaher, Kamal, Lebel, Denis, Cazaban, David
Published in Journal of intelligent manufacturing (01.04.2023)

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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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Deep Learning and Handcrafted Method Fusion: Higher Diagnostic Accuracy for Melanoma Dermoscopy Images

by Hagerty, Jason R., Stanley, R. Joe, Almubarak, Haidar A., Lama, Norsang, Kasmi, Reda, Guo, Peng, Drugge, Rhett J., Rabinovitz, Harold S., Oliviero, Margaret, Stoecker, William V.
Published in IEEE journal of biomedical and health informatics (01.07.2019)

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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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Multi-channel attention-fusion neural network for brain age estimation: Accuracy, generality, and interpretation with 16,705 healthy MRIs across lifespan

by He, Sheng, Pereira, Diana, David Perez, Juan, Gollub, Randy L., Murphy, Shawn N., Prabhu, Sanjay, Pienaar, Rudolph, Robertson, Richard L., Ellen Grant, P., Ou, Yangming
Published in Medical image analysis (01.08.2021)

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A deep learning–machine learning fusion approach for the classification of benign, malignant, and intermediate bone tumors

by Liu, Renyi, Pan, Derun, Xu, Yuan, Zeng, Hui, He, Zilong, Lin, Jiongbin, Zeng, Weixiong, Wu, Zeqi, Luo, Zhendong, Qin, Genggeng, Chen, Weiguo
Published in European radiology (01.02.2022)

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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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Evaluation of Valvular Insufficiency and Shunts with Parallel-imaging Compressed-sensing 4D Phase-contrast MR Imaging with Stereoscopic 3D Velocity-fusion Volume-rendered Visualization

by Hsiao, Albert, Lustig, Michael, Alley, Marcus T., Murphy, Mark J., Vasanawala, Shreyas S.
Published in Radiology (01.10.2012)

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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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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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Refining CT image analysis: Exploring adaptive fusion in U-nets for enhanced brain tissue segmentation

by Chen, Bang-Chuan, Shen, Chung-Yi, Chai, Jyh-Wen, Hwang, Ren-Hung, Chiang, Wei-Chuan, Chou, Chi-Hsiang, Liu, Wei-Min
Published in PloS one (11.06.2025)

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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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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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Improving image quality and diagnostic usability in photon-counting coronary CT angiography using a novel reconstruction algorithm

by Haag, Nina P., Niehoff, Julius H., Shahzadi, Iram, Panknin, Christoph, Wiemer, Marcus, Kaese, Sven, Gertz, Roman Johannes, Pennig, Lenhard, Platte, Ole Inuk, Surov, Alexey, Borggrefe, Jan, Kroeger, Jan Robert
Published in European radiology (01.08.2025)

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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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Medical image fusion using enhanced cross-visual cortex model based on artificial selection and impulse-coupled neural network

by Xu, Wanni, Fu, You-Lei, Xu, Huasen, Wong, Kelvin K.L.
Published in Computer methods and programs in biomedicine (01.02.2023)

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Expansive Receptive Field and Local Feature Extraction Network: Advancing Multiscale Feature Fusion for Breast Fibroadenoma Segmentation in Sonography

by Guo, Yongxin, Zhou, Yufeng
Published in Journal of digital imaging (01.12.2024)

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The computerized algorithm for renal assessment improves diagnostic accuracy of renal impairment in hospitalized patients

by Chen, Chun-You, Chang, Te-I., Chen, Cheng-Hsien, Hsu, Shih-Chang, Chu, Yen-Ling, Huang, Nai-Jen, Sue, Yuh-Mou, Chen, Tso-Hsiao, Huang, Po-Hsun, Liu, Chung-Te, Hsieh, Hui-Ling
Published in Scientific reports (31.01.2025)

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