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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
Man against machine: diagnostic performance of a deep learning convolutional neural network for dermoscopic melanoma recognition in comparison to 58 dermatologists
Haenssle, H.A., Fink, C., Schneiderbauer, R., Toberer, F., Buhl, T., Blum, A., Kalloo, A., Hassen, A. Ben Hadj, Thomas, L., Enk, A., Uhlmann, L., Alt, Christina, Arenbergerova, Monika, Bakos, Renato, Baltzer, Anne, Bertlich, Ines, Blum, Andreas, Bokor-Billmann, Therezia, Bowling, Jonathan, Braghiroli, Naira, Braun, Ralph, Buder-Bakhaya, Kristina, Buhl, Timo, Cabo, Horacio, Cabrijan, Leo, Cevic, Naciye, Classen, Anna, Deltgen, David, Fink, Christine, Georgieva, Ivelina, Hakim-Meibodi, Lara-Elena, Hanner, Susanne, Hartmann, Franziska, Hartmann, Julia, Haus, Georg, Hoxha, Elti, Karls, Raimonds, Koga, Hiroshi, Kreusch, Jürgen, Lallas, Aimilios, Majenka, Pawel, Marghoob, Ash, Massone, Cesare, Mekokishvili, Lali, Mestel, Dominik, Meyer, Volker, Neuberger, Anna, Nielsen, Kari, Oliviero, Margaret, Pampena, Riccardo, Paoli, John, Pawlik, Erika, Rao, Barbar, Rendon, Adriana, Russo, Teresa, Sadek, Ahmed, Samhaber, Kinga, Schneiderbauer, Roland, Schweizer, Anissa, Toberer, Ferdinand, Trennheuser, Lukas, Vlahova, Lyobomira, Wald, Alexander, Winkler, Julia, Wölbing, Priscila, Zalaudek, Iris
Published in Annals of oncology (01.08.2018)
Published in Annals of oncology (01.08.2018)
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Journal Article
Computer-aided diagnosis of lung nodule using gradient tree boosting and Bayesian optimization
Nishio, Mizuho, Nishizawa, Mitsuo, Sugiyama, Osamu, Kojima, Ryosuke, Yakami, Masahiro, Kuroda, Tomohiro, Togashi, Kaori
Published in PloS one (19.04.2018)
Published in PloS one (19.04.2018)
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Journal Article
A review on neuroimaging-based classification studies and associated feature extraction methods for Alzheimer's disease and its prodromal stages
Rathore, Saima, Habes, Mohamad, Iftikhar, Muhammad Aksam, Shacklett, Amanda, Davatzikos, Christos
Published in NeuroImage (Orlando, Fla.) (15.07.2017)
Published in NeuroImage (Orlando, Fla.) (15.07.2017)
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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
Explainable AI identifies diagnostic cells of genetic AML subtypes
Hehr, Matthias, Sadafi, Ario, Matek, Christian, Lienemann, Peter, Pohlkamp, Christian, Haferlach, Torsten, Spiekermann, Karsten, Marr, Carsten
Published in PLOS digital health (01.03.2023)
Published in PLOS digital health (01.03.2023)
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Journal Article
Liver imaging features by convolutional neural network to predict the metachronous liver metastasis in stage I-III colorectal cancer patients based on preoperative abdominal CT scan
Lee, Sangwoo, Choe, Eun Kyung, Kim, So Yeon, Kim, Hua Sun, Park, Kyu Joo, Kim, Dokyoon
Published in BMC bioinformatics (17.09.2020)
Published in BMC bioinformatics (17.09.2020)
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Journal Article
An Integrated Approach of Machine Learning and Systems Thinking for Waiting Time Prediction in an Emergency Department
Kuo, Yong-Hong, Chan, Nicholas B., Leung, Janny M.Y., Meng, Helen, So, Anthony Man-Cho, Tsoi, Kelvin K.F., Graham, Colin A.
Published in International journal of medical informatics (Shannon, Ireland) (01.07.2020)
Published in International journal of medical informatics (Shannon, Ireland) (01.07.2020)
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Journal Article
Detection of early infarction signs with machine learning-based diagnosis by means of the Alberta Stroke Program Early CT score (ASPECTS) in the clinical routine
Guberina, Nika, Dietrich, U., Radbruch, A., Goebel, J., Deuschl, C., Ringelstein, A., Köhrmann, M., Kleinschnitz, C., Forsting, M., Mönninghoff, C.
Published in Neuroradiology (01.09.2018)
Published in Neuroradiology (01.09.2018)
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Journal Article
A robust multi-scale approach to quantitative susceptibility mapping
Acosta-Cabronero, Julio, Milovic, Carlos, Mattern, Hendrik, Tejos, Cristian, Speck, Oliver, Callaghan, Martina F.
Published in NeuroImage (Orlando, Fla.) (01.12.2018)
Published in NeuroImage (Orlando, Fla.) (01.12.2018)
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Journal Article