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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
Results of the 2016 International Skin Imaging Collaboration International Symposium on Biomedical Imaging challenge: Comparison of the accuracy of computer algorithms to dermatologists for the diagnosis of melanoma from dermoscopic images
Marchetti, Michael A., Codella, Noel C.F., Dusza, Stephen W., Gutman, David A., Helba, Brian, Kalloo, Aadi, Mishra, Nabin, Carrera, Cristina, Celebi, M. Emre, DeFazio, Jennifer L., Jaimes, Natalia, Marghoob, Ashfaq A., Quigley, Elizabeth, Scope, Alon, Yélamos, Oriol, Halpern, Allan C.
Published in Journal of the American Academy of Dermatology (01.02.2018)
Published in Journal of the American Academy of Dermatology (01.02.2018)
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Journal Article
Discriminative dictionary learning for abdominal multi-organ segmentation
Tong, Tong, Wolz, Robin, Wang, Zehan, Gao, Qinquan, Misawa, Kazunari, Fujiwara, Michitaka, Mori, Kensaku, Hajnal, Joseph V., Rueckert, Daniel
Published in Medical image analysis (01.07.2015)
Published in Medical image analysis (01.07.2015)
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Journal Article
Topological GCN Guided Improved Conformer for Detection of Hip Landmarks From Ultrasound Images
Huang, Tianxiang, Shi, Jing, Jin, Ge, Li, Juncheng, Wang, Jun, Wang, Qian, Du, Jun, Shi, Jun
Published in IEEE journal of biomedical and health informatics (01.09.2025)
Published in IEEE journal of biomedical and health informatics (01.09.2025)
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Journal Article
Fuzzy Model of Diagnostics of Technological Processes
Fam, K. B., Murashev, P. M., Bogatikov, V. N.
Published in Pattern recognition and image analysis (01.09.2024)
Published in Pattern recognition and image analysis (01.09.2024)
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Journal Article
Lung and Pancreatic Tumor Characterization in the Deep Learning Era: Novel Supervised and Unsupervised Learning Approaches
Hussein, Sarfaraz, Kandel, Pujan, Bolan, Candice W., Wallace, Michael B., Bagci, Ulas
Published in IEEE transactions on medical imaging (01.08.2019)
Published in IEEE transactions on medical imaging (01.08.2019)
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Journal Article
Matched Filters for Noisy Induced Subgraph Detection
Sussman, Daniel L., Park, Youngser, Priebe, Carey E., Lyzinski, Vince
Published in IEEE transactions on pattern analysis and machine intelligence (01.11.2020)
Published in IEEE transactions on pattern analysis and machine intelligence (01.11.2020)
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Journal Article
Automatic segmentation of airway tree based on local intensity filter and machine learning technique in 3D chest CT volume
Meng, Qier, Kitasaka, Takayuki, Nimura, Yukitaka, Oda, Masahiro, Ueno, Junji, Mori, Kensaku
Published in International journal for computer assisted radiology and surgery (01.02.2017)
Published in International journal for computer assisted radiology and surgery (01.02.2017)
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Journal Article
Visual Diagnostics of Dental Caries through Deep Learning of Non-Standardised Photographs Using a Hybrid YOLO Ensemble and Transfer Learning Model
Tareq, Abu, Faisal, Mohammad Imtiaz, Islam, Md. Shahidul, Rafa, Nafisa Shamim, Chowdhury, Tashin, Ahmed, Saif, Farook, Taseef Hasan, Mohammed, Nabeel, Dudley, James
Published in International journal of environmental research and public health (31.03.2023)
Published in International journal of environmental research and public health (31.03.2023)
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Journal Article
Local Submodularization for Binary Pairwise Energies
Gorelick, Lena, Boykov, Yuri, Veksler, Olga, Ayed, Ismail Ben, Delong, Andrew
Published in IEEE transactions on pattern analysis and machine intelligence (01.10.2017)
Published in IEEE transactions on pattern analysis and machine intelligence (01.10.2017)
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Journal Article