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Development and Validation of a Deep Learning–Based Automated Detection Algorithm for Major Thoracic Diseases on Chest Radiographs
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)
Published in JAMA network open (01.03.2019)
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Journal Article
Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs
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)
Published in JAMA : the journal of the American Medical Association (13.12.2016)
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Journal Article
Creating nasal cycle simulations by processing MRI and CT scan data with image morphing algorithms
Vithanage, Isira A. W., Ginat, Daniel Thomas, Dixon, Angela R.
Published in Scientific reports (30.09.2025)
Published in Scientific reports (30.09.2025)
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Journal Article
Computer-assisted diagnosis techniques (dermoscopy and spectroscopy-based) for diagnosing skin cancer in adults
Published in Cochrane library
(04.12.2018)
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Journal Article
Dedicated breast CT: Fibroglandular volume measurements in a diagnostic population
Vedantham, Srinivasan, Shi, Linxi, Karellas, Andrew, O’Connell, Avice M.
Published in Medical physics (Lancaster) (01.12.2012)
Published in Medical physics (Lancaster) (01.12.2012)
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Journal Article
SafeDrive: Online Driving Anomaly Detection From Large-Scale Vehicle Data
Mingming Zhang, Chao Chen, Tianyu Wo, Tao Xie, Bhuiyan, Md Zakirul Alam, Xuelian Lin
Published in IEEE transactions on industrial informatics (01.08.2017)
Published in IEEE transactions on industrial informatics (01.08.2017)
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Journal Article
Keratinocytic Skin Cancer Detection on the Face Using Region-Based Convolutional Neural Network
Published in JAMA dermatology (Chicago, Ill.)
(01.01.2020)
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Journal Article
Improving image quality and diagnostic usability in photon-counting coronary CT angiography using a novel reconstruction algorithm
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)
Published in European radiology (01.08.2025)
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Journal Article
Automated and real-time segmentation of suspicious breast masses using convolutional neural network
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)
Published in PloS one (16.05.2018)
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Journal Article
Computer-aided detection of brain metastasis on 3D MR imaging: Observer performance study
Sunwoo, Leonard, Kim, Young Jae, Choi, Seung Hong, Kim, Kwang-Gi, Kang, Ji Hee, Kang, Yeonah, Bae, Yun Jung, Yoo, Roh-Eul, Kim, Jihang, Lee, Kyong Joon, Lee, Seung Hyun, Choi, Byung Se, Jung, Cheolkyu, Sohn, Chul-Ho, Kim, Jae Hyoung
Published in PloS one (08.06.2017)
Published in PloS one (08.06.2017)
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Journal Article
Diagnostic performance and image quality of an image-based denoising algorithm applied to radiation dose-reduced CT in diagnosing acute appendicitis
Choi, Hyeon Ui, Cho, Jungheum, Hwang, Jinhee, Lee, Seungjae, Chang, Won, Park, Ji Hoon, Lee, Kyoung Ho
Published in Abdominal imaging (01.06.2024)
Published in Abdominal imaging (01.06.2024)
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Journal Article
Comparison of the accuracy of human readers versus machine-learning algorithms for pigmented skin lesion classification: an open, web-based, international, diagnostic study
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)
Published in The lancet oncology (01.07.2019)
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Journal Article
Diagnostic validation of vertebral heart score machine learning algorithm for canine lateral chest radiographs
Solomon, J., Bender, S., Durgempudi, P., Robar, C., Cocchiaro, M., Turner, S., Watson, C., Healy, J., Spake, A., Szlosek, D.
Published in Journal of small animal practice (01.12.2023)
Published in Journal of small animal practice (01.12.2023)
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Journal Article
Automated vertebral compression fracture detection and quantification on opportunistic CT scans: a performance evaluation
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)
Published in Clinical radiology (01.04.2025)
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Journal Article
Improvement of the diagnostic accuracy for intracranial haemorrhage using deep learning–based computer-assisted detection
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)
Published in Neuroradiology (01.05.2021)
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Journal Article
Diagnostic Performance of Dual-Energy CT for the Detection of Traumatic Bone Marrow Lesions in the Ankle: Comparison with MR Imaging
Guggenberger, Roman, Gnannt, Ralph, Hodler, Juerg, Krauss, Bernhard, Wanner, Guido A., Csuka, Esther, Payne, Barbara, Frauenfelder, Thomas, Andreisek, Gustav, Alkadhi, Hatem
Published in Radiology (01.07.2012)
Published in Radiology (01.07.2012)
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Journal Article
Raman spectral cytopathology for cancer diagnostic applications
Traynor, Damien, Behl, Isha, O’Dea, Declan, Bonnier, Franck, Nicholson, Siobhan, O’Connell, Finbar, Maguire, Aoife, Flint, Stephen, Galvin, Sheila, Healy, Claire M., Martin, Cara M., O’Leary, John J., Malkin, Alison, Byrne, Hugh J., Lyng, Fiona M.
Published in Nature protocols (01.07.2021)
Published in Nature protocols (01.07.2021)
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Journal Article
A low-cost PCR instrument for molecular disease diagnostics based on customized printed circuit board heaters
de Oliveira, Viviane Klassen, Camargo, Bruno Dias, Alexandrino, Fabiana, Morello, Luis Gustavo, Marchini, Fabricio Klerynton, Aoki, Mateus Nóbrega, Blanes, Lucas
Published in Biomedical microdevices (01.06.2021)
Published in Biomedical microdevices (01.06.2021)
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Journal Article
Deep learning–based algorithm improved radiologists’ performance in bone metastases detection on CT
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)
Published in European radiology (01.11.2022)
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Journal Article