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Diagnostic Assessment of Deep Learning Algorithms for Detection of Lymph Node Metastases in Women With Breast Cancer
Ehteshami Bejnordi, Babak, Veta, Mitko, Johannes van Diest, Paul, van Ginneken, Bram, Karssemeijer, Nico, Litjens, Geert, van der Laak, Jeroen A. W. M, Hermsen, Meyke, Manson, Quirine F, Balkenhol, Maschenka, Geessink, Oscar, Stathonikos, Nikolaos, van Dijk, Marcory CRF, Bult, Peter, Beca, Francisco, Beck, Andrew H, Wang, Dayong, Khosla, Aditya, Gargeya, Rishab, Irshad, Humayun, Zhong, Aoxiao, Dou, Qi, Li, Quanzheng, Chen, Hao, Lin, Huang-Jing, Heng, Pheng-Ann, Haß, Christian, Bruni, Elia, Wong, Quincy, Halici, Ugur, Öner, Mustafa Ümit, Cetin-Atalay, Rengul, Berseth, Matt, Khvatkov, Vitali, Vylegzhanin, Alexei, Kraus, Oren, Shaban, Muhammad, Rajpoot, Nasir, Awan, Ruqayya, Sirinukunwattana, Korsuk, Qaiser, Talha, Tsang, Yee-Wah, Tellez, David, Annuscheit, Jonas, Hufnagl, Peter, Valkonen, Mira, Kartasalo, Kimmo, Latonen, Leena, Ruusuvuori, Pekka, Liimatainen, Kaisa, Albarqouni, Shadi, Mungal, Bharti, George, Ami, Demirci, Stefanie, Navab, Nassir, Watanabe, Seiryo, Seno, Shigeto, Takenaka, Yoichi, Matsuda, Hideo, Ahmady Phoulady, Hady, Kovalev, Vassili, Kalinovsky, Alexander, Liauchuk, Vitali, Bueno, Gloria, Fernandez-Carrobles, M. Milagro, Serrano, Ismael, Deniz, Oscar, Racoceanu, Daniel, Venâncio, Rui
Published in JAMA : the journal of the American Medical Association (12.12.2017)
Published in JAMA : the journal of the American Medical Association (12.12.2017)
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Journal Article
Diagnostic classification of cancers using extreme gradient boosting algorithm and multi-omics data
Ma, Baoshan, Meng, Fanyu, Yan, Ge, Yan, Haowen, Chai, Bingjie, Song, Fengju
Published in Computers in biology and medicine (01.06.2020)
Published in Computers in biology and medicine (01.06.2020)
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Journal Article
Multispectral breast image grayscale and quality enhancement by repeated pair image registration & accumulation method
Li, Gang, Munawar, Adnan, SU SU WIN, NAN, Fan, Meiling, Zeeshan Nawaz, Muhammad, Lin, Ling
Published in Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy (05.11.2024)
Published in Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy (05.11.2024)
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Journal Article
Deep learning algorithms for detection of critical findings in head CT scans: a retrospective study
Chilamkurthy, Sasank, Ghosh, Rohit, Tanamala, Swetha, Biviji, Mustafa, Campeau, Norbert G, Venugopal, Vasantha Kumar, Mahajan, Vidur, Rao, Pooja, Warier, Prashant
Published in The Lancet (British edition) (01.12.2018)
Published in The Lancet (British edition) (01.12.2018)
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Journal Article
Testing the applicability and performance of Auto ML for potential applications in diagnostic neuroradiology
Musigmann, Manfred, Akkurt, Burak Han, Krähling, Hermann, Nacul, Nabila Gala, Remonda, Luca, Sartoretti, Thomas, Henssen, Dylan, Brokinkel, Benjamin, Stummer, Walter, Heindel, Walter, Mannil, Manoj
Published in Scientific reports (11.08.2022)
Published in Scientific reports (11.08.2022)
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Journal Article
Hyperspectral dark-field microscopy of human breast lumpectomy samples for tumor margin detection in breast-conserving surgery
Hwang, Jeeseong, Cheney, Philip, Kanick, Stephen C., Le, Hanh N. D., McClatchy, David M., Zhang, Helen, Liu, Nian, John Lu, Zhan-Qian, Cho, Tae Joon, Briggman, Kimberly, Allen, David W., Wells, Wendy A., Pogue, Brian W.
Published in Journal of biomedical optics (01.09.2024)
Published in Journal of biomedical optics (01.09.2024)
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Journal Article
Reflectance confocal microscopy may be included as part of the diagnostic algorithm of early‐stage mycosis fungoides
Zhu, Mengyan, Yu, Wenzhong, Wang, Ping, Liu, Jiao, Li, Zhao, Dai, Hui, Xu, Ai‐E
Published in Skin research and technology (01.07.2020)
Published in Skin research and technology (01.07.2020)
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Journal Article
Three-dimensional Spinal Canal Morphometric Analysis and Relevant Spinal Cord Occupational Ratios in Congenital Cervical Spinal Stenosis: A Classification Algorithm of the Stenosis Phenotypes and Data-driven Decompression Approach
Kitab, Sameer A., AbdulKareem, Salam B., Wakefield, Andrew E., Benzel, Edward C.
Published in World neurosurgery (01.07.2024)
Published in World neurosurgery (01.07.2024)
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Journal Article
Data analysis algorithm for the development of extracellular miRNA-based diagnostic systems for prostate cancer
Bryzgunova, O. E., Zaporozhchenko, I. A., Lekchnov, E. A., Amelina, E. V., Konoshenko, M. Yu, Yarmoschuk, S. V., Pashkovskaya, O. A., Zheravin, A. A., Pak, S. V., Rykova, E. Yu, Laktionov, P. P.
Published in PloS one (10.04.2019)
Published in PloS one (10.04.2019)
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Journal Article
A new distal radius fracture classification depending on the specific fragments through machine learning clustering method
Gao, Yuling, Zhao, Yanrui, Liu, Yang, Lei, Shan, Wang, Hanzhou, Lizhu, Yuerong, Lu, Tianchao, Cheng, Zhexian, Wang, Dong, Zhao, Binzhi, Li, Ziyi, Zhou, Junlin
Published in BMC musculoskeletal disorders (30.12.2024)
Published in BMC musculoskeletal disorders (30.12.2024)
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Journal Article
Validation of Diagnostic Codes for Intussusception and Quantification of Childhood Intussusception Incidence in Ontario, Canada: A Population-Based Study
Ducharme, Robin, Benchimol, Eric I., Deeks, Shelley L., Hawken, Steven, Fergusson, Dean A., Wilson, Kumanan
Published in The Journal of pediatrics (01.10.2013)
Published in The Journal of pediatrics (01.10.2013)
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Journal Article
Using Machine Learning to Improve the Contrast-Enhanced Ultrasound Liver Imaging Reporting and Data System Diagnosis of Hepatocellular Carcinoma in Indeterminate Liver Nodules
Hoopes, Jenna R., Lyshchik, Andrej, Xiao, Tania S., Berzigotti, Annalisa, Fetzer, David T., Forsberg, Flemming, Sidhu, Paul S., Wessner, Corinne E., Wilson, Stephanie R., Keith, Scott W.
Published in Ultrasound in medicine & biology (01.11.2025)
Published in Ultrasound in medicine & biology (01.11.2025)
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Journal Article
Three-Dimensional Segmentation of Equine Paranasal Sinuses in Multidetector Computed Tomography Datasets: Preliminary Morphometric Assessment Assisted with Clustering Analysis
Borowska, Marta, Lipowicz, Paweł, Daunoravičienė, Kristina, Turek, Bernard, Jasiński, Tomasz, Pauk, Jolanta, Domino, Małgorzata
Published in Sensors (Basel, Switzerland) (01.06.2024)
Published in Sensors (Basel, Switzerland) (01.06.2024)
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Journal Article
Diagnostic neuroimaging across diseases
Klöppel, Stefan, Abdulkadir, Ahmed, Jack, Clifford R., Koutsouleris, Nikolaos, Mourão-Miranda, Janaina, Vemuri, Prashanthi
Published in NeuroImage (Orlando, Fla.) (01.06.2012)
Published in NeuroImage (Orlando, Fla.) (01.06.2012)
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Journal Article
An Efficient Dictionary Learning Algorithm and Its Application to 3-D Medical Image Denoising
Li, Shutao, Fang, Leyuan, Yin, Haitao
Published in IEEE transactions on biomedical engineering (01.02.2012)
Published in IEEE transactions on biomedical engineering (01.02.2012)
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Journal Article
Neural network algorithm for detection of erosions and ankylosis on CT of the sacroiliac joints: multicentre development and validation of diagnostic accuracy
Van Den Berghe, Thomas, Babin, Danilo, Chen, Min, Callens, Martijn, Brack, Denim, Maes, Helena, Lievens, Jan, Lammens, Marie, Van Sumere, Maxime, Morbée, Lieve, Hautekeete, Simon, Schatteman, Stijn, Jacobs, Tom, Thooft, Willem-Jan, Herregods, Nele, Huysse, Wouter, Jaremko, Jacob L., Lambert, Robert, Maksymowych, Walter, Laloo, Frederiek, Baraliakos, Xenofon, De Craemer, Ann-Sophie, Carron, Philippe, Van den Bosch, Filip, Elewaut, Dirk, Jans, Lennart
Published in European radiology (01.11.2023)
Published in European radiology (01.11.2023)
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Journal Article
MR and CT data with multiobserver delineations of organs in the pelvic area—Part of the Gold Atlas project
Nyholm, Tufve, Svensson, Stina, Andersson, Sebastian, Jonsson, Joakim, Sohlin, Maja, Gustafsson, Christian, Kjellén, Elisabeth, Söderström, Karin, Albertsson, Per, Blomqvist, Lennart, Zackrisson, Björn, Olsson, Lars E., Gunnlaugsson, Adalsteinn
Published in Medical physics (Lancaster) (01.03.2018)
Published in Medical physics (Lancaster) (01.03.2018)
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Journal Article