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Comparison of the accuracy of human readers versus machine-learning algorithms for pigmented skin lesion classification: an open, web-based, international, diagnostic study

by Tschandl, Philipp, Codella, Noel, Akay, Bengü Nisa, Argenziano, Giuseppe, Braun, Ralph P, Cabo, Horacio, Gutman, David, Halpern, Allan, Helba, Brian, Hofmann-Wellenhof, Rainer, Lallas, Aimilios, Lapins, Jan, Longo, Caterina, Malvehy, Josep, Marchetti, Michael A, Marghoob, Ashfaq, Menzies, Scott, Oakley, Amanda, Paoli, John, Puig, Susana, Rinner, Christoph, Rosendahl, Cliff, Scope, Alon, Sinz, Christoph, Soyer, H Peter, Thomas, Luc, Zalaudek, Iris, Kittler, Harald
Published in The lancet oncology (01.07.2019)

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Deep learning–based algorithm improved radiologists’ performance in bone metastases detection on CT

by Noguchi, Shunjiro, Nishio, Mizuho, Sakamoto, Ryo, Yakami, Masahiro, Fujimoto, Koji, Emoto, Yutaka, Kubo, Takeshi, Iizuka, Yoshio, Nakagomi, Keita, Miyasa, Kazuhiro, Satoh, Kiyohide, Nakamoto, Yuji
Published in European radiology (01.11.2022)

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Automated and real-time segmentation of suspicious breast masses using convolutional neural network

by Kumar, Viksit, Webb, Jeremy M., Gregory, Adriana, Denis, Max, Meixner, Duane D., Bayat, Mahdi, Whaley, Dana H., Fatemi, Mostafa, Alizad, Azra
Published in PloS one (16.05.2018)

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Diagnostic performance and image quality of an image-based denoising algorithm applied to radiation dose-reduced CT in diagnosing acute appendicitis

by Choi, Hyeon Ui, Cho, Jungheum, Hwang, Jinhee, Lee, Seungjae, Chang, Won, Park, Ji Hoon, Lee, Kyoung Ho
Published in Abdominal imaging (01.06.2024)

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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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Evaluation of On-Board kV Cone Beam Computed Tomography–Based Dose Calculation With Deformable Image Registration Using Hounsfield Unit Modifications

by Onozato, Yusuke, Kadoya, Noriyuki, Fujita, Yukio, Arai, Kazuhiro, Dobashi, Suguru, Takeda, Ken, Kishi, Kazuma, Umezawa, Rei, Matsushita, Haruo, Jingu, Keiichi
Published in International journal of radiation oncology, biology, physics (01.06.2014)

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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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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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Effect of Radiation Dose Reduction and Reconstruction Algorithm on Image Noise, Contrast, Resolution, and Detectability of Subtle Hypoattenuating Liver Lesions at Multidetector CT: Filtered Back Projection versus a Commercial Model–based Iterative Reconstruction Algorithm

by Solomon, Justin, Marin, Daniele, Roy Choudhury, Kingshuk, Patel, Bhavik, Samei, Ehsan
Published in Radiology (01.09.2017)

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Creating nasal cycle simulations by processing MRI and CT scan data with image morphing algorithms

by Vithanage, Isira A. W., Ginat, Daniel Thomas, Dixon, Angela R.
Published in Scientific reports (30.09.2025)

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Angiomyolipoma with minimal fat and non-clear cell renal cell carcinoma: differentiation on MDCT using classification and regression tree analysis-based algorithm

by Woo, Sungmin, Cho, Jeong Yeon, Kim, Seung Hyup, Kim, Sang Youn
Published in Acta radiologica (1987) (01.12.2014)

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Heavily Calcified Coronary Arteries: Advanced Calcium Subtraction Improves Luminal Visualization and Diagnostic Confidence in Dual-Energy Coronary Computed Tomography Angiography

by De Santis, Domenico, Jin, Kwang Nam, Schoepf, U Joseph, Grant, Katharine L, De Cecco, Carlo N, Nance, Jr, John W, Vogl, Thomas J, Laghi, Andrea, Albrecht, Moritz H
Published in Investigative radiology (01.02.2018)

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Computer-assisted diagnosis techniques (dermoscopy and spectroscopy-based) for diagnosing skin cancer in adults

by Ferrante di Ruffano, Lavinia, Takwoingi, Yemisi, Dinnes, Jacqueline, Chuchu, Naomi, Bayliss, Susan E, Davenport, Clare, Matin, Rubeta N, Godfrey, Kathie, O'Sullivan, Colette, Gulati, Abha, Chan, Sue Ann, Durack, Alana, O'Connell, Susan, Gardiner, Matthew D, Bamber, Jeffrey, Deeks, Jonathan J, Williams, Hywel C
Published in Cochrane database of systematic reviews (04.12.2018)

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Characterization of Adrenal Adenoma by Gaussian Model-Based Algorithm

by Hsu, Larson D., Wang, Carolyn L., Clark, Toshimasa J.
Published in Current problems in diagnostic radiology (01.09.2016)

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Color-coded cerebral computed tomographic angiography: implementation of a convolution-based algorithm and first clinical evaluation in patients with acute ischemic stroke

by Thierfelder, Kolja M, Havla, Lukas, Beyer, Sebastian E, Ertl-Wagner, Birgit, Meinel, Felix G, von Baumgarten, Louisa, Janssen, Hendrik, Ditt, Hendrik, Reiser, Maximilian F, Sommer, Wieland H
Published in Investigative radiology (01.05.2015)

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Transfer learning for DL‐based Synthetic CT after reconstruction algorithm upgrade in a proton therapy clinic

by Galapon, Arthur, Wagenaar, Dirk, Langendijk, Johannes Albertus, Both, Stefan
Published in Medical physics (Lancaster) (01.07.2025)

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Quality Assurance Assessment of Diagnostic and Radiation Therapy–Simulation CT Image Registration for Head and Neck Radiation Therapy: Anatomic Region of Interest–based Comparison of Rigid and Deformable Algorithms

by Mohamed, Abdallah S. R., Ruangskul, Manee-Naad, Awan, Musaddiq J., Baron, Charles A., Kalpathy-Cramer, Jayashree, Castillo, Richard, Castillo, Edward, Guerrero, Thomas M., Kocak-Uzel, Esengul, Yang, Jinzhong, Court, Laurence E., Kantor, Michael E., Gunn, G. Brandon, Colen, Rivka R., Frank, Steven J., Garden, Adam S., Rosenthal, David I., Fuller, Clifton D.
Published in Radiology (01.03.2015)

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Quantitative Features of Liver Lesions, Lung Nodules, and Renal Stones at Multi-Detector Row CT Examinations: Dependency on Radiation Dose and Reconstruction Algorithm

by Solomon, Justin, Mileto, Achille, Nelson, Rendon C, Roy Choudhury, Kingshuk, Samei, Ehsan
Published in Radiology (01.04.2016)

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Improvement of the diagnostic accuracy for intracranial haemorrhage using deep learning–based computer-assisted detection

by Watanabe, Yoshiyuki, Tanaka, Takahiro, Nishida, Atsushi, Takahashi, Hiroto, Fujiwara, Masahiro, Fujiwara, Takuya, Arisawa, Atsuko, Yano, Hiroki, Tomiyama, Noriyuki, Nakamura, Hajime, Todo, Kenichi, Yoshiya, Kazuhisa
Published in Neuroradiology (01.05.2021)

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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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