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A wavelet-based ECG delineator: evaluation on standard databases
Martinez, J.P., Almeida, R., Olmos, S., Rocha, A.P., Laguna, P.
Published in IEEE transactions on biomedical engineering (01.04.2004)
Published in IEEE transactions on biomedical engineering (01.04.2004)
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Journal Article
Combining multiple clusterings using evidence accumulation
Fred, Ana L.N., Jain, Anil K.
Published in IEEE transactions on pattern analysis and machine intelligence (01.06.2005)
Published in IEEE transactions on pattern analysis and machine intelligence (01.06.2005)
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Journal Article
Identification of different manifestations of nonlinear stick–slip phenomena during creep groan braking noise by using the unsupervised learning algorithms k-means and self-organizing map
Prezelj, Jurij, Murovec, Jure, Huemer-Kals, Severin, Häsler, Karl, Fischer, Peter
Published in Mechanical systems and signal processing (01.03.2022)
Published in Mechanical systems and signal processing (01.03.2022)
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Journal Article
Sahand: A Software Fault-Prediction Method Using Autoencoder Neural Network and K-Means Algorithm
Arasteh, Bahman, Golshan, Sahar, Shami, Shiva, Kiani, Farzad
Published in Journal of electronic testing (01.04.2024)
Published in Journal of electronic testing (01.04.2024)
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Journal Article
Design of fault diagnosis algorithm for electric fan based on LSSVM and Kd-Tree
Hu, Kongzhi, Jiang, Ming, Zhang, Haifeng, Cao, Sheng, Guo, Ziyi
Published in Applied intelligence (Dordrecht, Netherlands) (01.02.2021)
Published in Applied intelligence (Dordrecht, Netherlands) (01.02.2021)
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Journal Article
Comparative study on the performance of different classification algorithms, combined with pre- and post-processing techniques to handle imbalanced data, in the diagnosis of adult patients with familial hypercholesterolemia
Albuquerque, João, Medeiros, Ana Margarida, Alves, Ana Catarina, Bourbon, Mafalda, Antunes, Marília
Published in PloS one (24.06.2022)
Published in PloS one (24.06.2022)
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Journal Article
Thermogram breast cancer prediction approach based on Neutrosophic sets and fuzzy c-means algorithm
Gaber, Tarek, Ismail, Gehad, Anter, Ahmed, Soliman, Mona, Ali, Mona, Semary, Noura, Hassanien, Aboul Ella, Snasel, Vaclav
Published in 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01.08.2015)
Published in 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01.08.2015)
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Conference Proceeding
Journal Article
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
Using K-Nearest Neighbor Classification to Diagnose Abnormal Lung Sounds
Chen, Chin-Hsing, Huang, Wen-Tzeng, Tan, Tan-Hsu, Chang, Cheng-Chun, Chang, Yuan-Jen
Published in Sensors (Basel, Switzerland) (04.06.2015)
Published in Sensors (Basel, Switzerland) (04.06.2015)
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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
Automated algorithms combining structure and function outperform general ophthalmologists in diagnosing glaucoma
Shigueoka, Leonardo Seidi, Vasconcellos, José Paulo Cabral de, Schimiti, Rui Barroso, Reis, Alexandre Soares Castro, Oliveira, Gabriel Ozeas de, Gomi, Edson Satoshi, Vianna, Jayme Augusto Rocha, Lisboa, Renato Dichetti dos Reis, Medeiros, Felipe Andrade, Costa, Vital Paulino
Published in PloS one (05.12.2018)
Published in PloS one (05.12.2018)
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Journal Article
Toward an Automatic System for Computer-Aided Assessment in Facial Palsy
Guarin, Diego L, Yunusova, Yana, Taati, Babak, Dusseldorp, Joseph R, Mohan, Suresh, Tavares, Joana, van Veen, Martinus M, tier, Emily, Hadlock, Tessa A, Jowett, Nate
Published in Archives of facial plastic surgery (01.02.2020)
Published in Archives of facial plastic surgery (01.02.2020)
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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
A novel fault diagnosis scheme applying fuzzy clustering algorithms
Rodríguez Ramos, A., Llanes-Santiago, O., Bernal de Lázaro, J.M., Cruz Corona, C., Silva Neto, A.J., Verdegay Galdeano, J.L.
Published in Applied soft computing (01.09.2017)
Published in Applied soft computing (01.09.2017)
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Journal Article
Mixed convolutional and long short-term memory network for the detection of lethal ventricular arrhythmia
Picon, Artzai, Irusta, Unai, Álvarez-Gila, Aitor, Aramendi, Elisabete, Alonso-Atienza, Felipe, Figuera, Carlos, Ayala, Unai, Garrote, Estibaliz, Wik, Lars, Kramer-Johansen, Jo, Eftestøl, Trygve
Published in PloS one (20.05.2019)
Published in PloS one (20.05.2019)
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Journal Article