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A confounder controlled machine learning approach: Group analysis and classification of schizophrenia and Alzheimer’s disease using resting-state functional network connectivity
Hassanzadeh, Reihaneh, Abrol, Anees, Pearlson, Godfrey, Turner, Jessica A., Calhoun, Vince D.
Published in PloS one (20.05.2024)
Published in PloS one (20.05.2024)
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Journal Article
Deep learning for chest radiograph diagnosis: A retrospective comparison of the CheXNeXt algorithm to practicing radiologists
Rajpurkar, Pranav, Irvin, Jeremy, Ball, Robyn L., Zhu, Kaylie, Yang, Brandon, Mehta, Hershel, Duan, Tony, Ding, Daisy, Bagul, Aarti, Langlotz, Curtis P., Patel, Bhavik N., Yeom, Kristen W., Shpanskaya, Katie, Blankenberg, Francis G., Seekins, Jayne, Amrhein, Timothy J., Mong, David A., Halabi, Safwan S., Zucker, Evan J., Ng, Andrew Y., Lungren, Matthew P.
Published in PLoS medicine (20.11.2018)
Published in PLoS medicine (20.11.2018)
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Journal Article
Evaluation of Valvular Insufficiency and Shunts with Parallel-imaging Compressed-sensing 4D Phase-contrast MR Imaging with Stereoscopic 3D Velocity-fusion Volume-rendered Visualization
Hsiao, Albert, Lustig, Michael, Alley, Marcus T., Murphy, Mark J., Vasanawala, Shreyas S.
Published in Radiology (01.10.2012)
Published in Radiology (01.10.2012)
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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
Differentiating between renal medullary and clear cell renal carcinoma with a machine learning radiomics approach
Jiwani, Rahim, Pal, Koustav, Paolucci, Iwan, Odisio, Bruno, Brock, Kristy, Tannir, Nizar M, Shapiro, Daniel D, Msaouel, Pavlos, Sheth, Rahul A
Published in The oncologist (Dayton, Ohio) (06.02.2025)
Published in The oncologist (Dayton, Ohio) (06.02.2025)
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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 Inaccuracy of Smartphone Applications for Melanoma Detection
Published in JAMA dermatology (Chicago, Ill.)
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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
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
X-ray PCB defect automatic diagnosis algorithm based on deep learning and artificial intelligence
Liu, Yaojun, Wang, Ping, Liu, Jingjing, Liu, Chuanyang
Published in Neural computing & applications (01.12.2023)
Published in Neural computing & applications (01.12.2023)
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Journal Article
Myometrial Invasion in Endometrial Cancer: Diagnostic Accuracy of Diffusion-weighted 3.0-T MR Imaging—Initial Experience
Lin, Gigin, Ng, Koon-Kwan, Chang, Chee-Jen, Wang, Jiun-Jie, Ho, Kung-Chu, Yen, Tzu-Chen, Wu, Tzu-I, Wang, Chun-Chieh, Chen, Yu-Ruei, Huang, Yu-Ting, Ng, Shu-Hang, Jung, Shih-Ming, Chang, Ting-Chang, Lai, Chyong-Huey
Published in Radiology (01.03.2009)
Published in Radiology (01.03.2009)
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Journal Article
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
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)
Published in Radiology (01.03.2015)
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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
Knee Joint: Comprehensive Assessment with 3D Isotropic Resolution Fast Spin-Echo MR Imaging—Diagnostic Performance Compared with That of Conventional MR Imaging at 3.0 T
Kijowski, Richard, Davis, Kirkland W., Woods, Michael A., Lindstrom, Mary J., De Smet, Arthur A., Gold, Garry E., Busse, Reed F.
Published in Radiology (01.08.2009)
Published in Radiology (01.08.2009)
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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
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