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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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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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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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Utilization of deep learning to quantify fluid volume of neovascular age-related macular degeneration patients based on swept-source OCT imaging: The ONTARIO study

by Sodhi, Simrat K., Pereira, Austin, Oakley, Jonathan D., Golding, John, Trimboli, Carmelina, Russakoff, Daniel B., Choudhry, Netan
Published in PloS one (14.02.2022)

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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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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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Impact of Reconstruction Algorithms on CT Radiomic Features of Pulmonary Tumors: Analysis of Intra- and Inter-Reader Variability and Inter-Reconstruction Algorithm Variability

by Kim, Hyungjin, Park, Chang Min, Lee, Myunghee, Park, Sang Joon, Song, Yong Sub, Lee, Jong Hyuk, Hwang, Eui Jin, Goo, Jin Mo
Published in PloS one (14.10.2016)

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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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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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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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Prospective, comparative evaluation of a deep neural network and dermoscopy in the diagnosis of onychomycosis

by Kim, Young Jae, Han, Seung Seog, Yang, Hee Joo, Chang, Sung Eun
Published in PloS one (11.06.2020)

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Fully automated pedicle screw manufacturer identification in plain radiograph with deep learning methods

by Waranusast, Rattapoom, Riyamongkol, Panomkhawn, Weerakul, Santi, Chaibhuddanugul, Nattharut, Laoruengthana, Artit, Mahatthanatrakul, Akaworn
Published in European spine journal (01.09.2025)

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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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Diagnostic of fatty liver using radiomics and deep learning models on non-contrast abdominal CT

by Zhang, Haoran, Liu, Jinlong, Su, Danyang, Bai, Zhen, Wu, Yan, Ma, Yuanbo, Miao, Qiuju, Wang, Mingyue, Yang, Xiaopeng
Published in PloS one (13.02.2025)

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Identification of intraductal carcinoma of the prostate on tissue specimens using Raman micro-spectroscopy: A diagnostic accuracy case–control study with multicohort validation

by Grosset, Andrée-Anne, Dallaire, Frédérick, Nguyen, Tien, Birlea, Mirela, Wong, Jahg, Daoust, François, Roy, Noémi, Kougioumoutzakis, André, Azzi, Feryel, Aubertin, Kelly, Kadoury, Samuel, Latour, Mathieu, Albadine, Roula, Prendeville, Susan, Boutros, Paul, Fraser, Michael, Bristow, Rob G., van der Kwast, Theodorus, Orain, Michèle, Brisson, Hervé, Benzerdjeb, Nazim, Hovington, Hélène, Bergeron, Alain, Fradet, Yves, Têtu, Bernard, Saad, Fred, Leblond, Frédéric, Trudel, Dominique
Published in PLoS medicine (01.08.2020)

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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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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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MTNet: A combined diagnosis algorithm of vessel segmentation and diabetic retinopathy for retinal images

by Liu, Ruochen, Gao, Song, Zhang, Hengsheng, Wang, Simin, Zhou, Lun, Liu, Jiaming
Published in PloS one (23.11.2022)

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Automated quantification of Haller’s layer in choroid using swept-source optical coherence tomography

by Uppugunduri, Sushmitha Rao, Rasheed, Mohammed Abdul, Richhariya, Ashutosh, Jana, Soumya, Chhablani, Jay, Vupparaboina, Kiran Kumar
Published in PloS one (07.03.2018)

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