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Detection of acute lymphoblastic leukemia using image segmentation and data mining algorithms
Acharya, Vasundhara, Kumar, Preetham
Published in Medical & biological engineering & computing (01.08.2019)
Published in Medical & biological engineering & computing (01.08.2019)
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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
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
QUAIDE - Quality assessment of AI preclinical studies in diagnostic endoscopy
Antonelli, Giulio, Libanio, Diogo, De Groof, Albert Jeroen, van der Sommen, Fons, Mascagni, Pietro, Sinonquel, Pieter, Abdelrahim, Mohamed, Ahmad, Omer, Berzin, Tyler, Bhandari, Pradeep, Bretthauer, Michael, Coimbra, Miguel, Dekker, Evelien, Ebigbo, Alanna, Eelbode, Tom, Frazzoni, Leonardo, Gross, Seth A, Ishihara, Ryu, Kaminski, Michal Filip, Messmann, Helmut, Mori, Yuichi, Padoy, Nicolas, Parasa, Sravanthi, Pilonis, Nastazja Dagny, Renna, Francesco, Repici, Alessandro, Simsek, Cem, Spadaccini, Marco, Bisschops, Raf, Bergman, Jacques J G H M, Hassan, Cesare, Dinis Ribeiro, Mario
Published in Gut (01.01.2025)
Published in Gut (01.01.2025)
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Journal Article
Type2 diabetes mellitus prediction using data mining algorithms based on the long-noncoding RNAs expression: a comparison of four data mining approaches
Kazerouni, Faranak, Bayani, Azadeh, Asadi, Farkhondeh, Saeidi, Leyla, Parvizi, Nasrin, Mansoori, Zahra
Published in BMC bioinformatics (27.08.2020)
Published in BMC bioinformatics (27.08.2020)
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Journal Article
Multi-Instance Deep Learning: Discover Discriminative Local Anatomies for Bodypart Recognition
Zhennan Yan, Yiqiang Zhan, Zhigang Peng, Shu Liao, Shinagawa, Yoshihisa, Shaoting Zhang, Metaxas, Dimitris N., Xiang Sean Zhou
Published in IEEE transactions on medical imaging (01.05.2016)
Published in IEEE transactions on medical imaging (01.05.2016)
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Journal Article
Performance Evaluation of Classification Data Mining Algorithms on Coronary Artery Disease Dataset
Muhammad, L. J., Abba Haruna, Ahmed, Mohammed, Ibrahim Alh, Abubakar, Mansir, Badamasi, Bature Garba, Musa Amshi, Jamila
Published in International eConference on Computer and Knowledge Engineering (Online) (01.10.2019)
Published in International eConference on Computer and Knowledge Engineering (Online) (01.10.2019)
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Conference Proceeding
Genetic Algorithm in Data Mining of Colorectal Images
Chen, Shou-Ming, Zhang, Jun-Hui
Published in Computational and mathematical methods in medicine (15.10.2021)
Published in Computational and mathematical methods in medicine (15.10.2021)
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Journal Article
Contrastive Graph Pooling for Explainable Classification of Brain Networks
Xu, Jiaxing, Bian, Qingtian, Li, Xinhang, Zhang, Aihu, Ke, Yiping, Qiao, Miao, Zhang, Wei, Khang Jeremy Sim, Wei, Gulyas, Balazs
Published in IEEE TRANSACTIONS ON MEDICAL IMAGING (01.09.2024)
Published in IEEE TRANSACTIONS ON MEDICAL IMAGING (01.09.2024)
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Journal Article
Publication
Error Consistency for Machine Learning Evaluation and Validation with Application to Biomedical Diagnostics
Levman, Jacob, Ewenson, Bryan, Apaloo, Joe, Berger, Derek, Tyrrell, Pascal N.
Published in Diagnostics (Basel) (01.04.2023)
Published in Diagnostics (Basel) (01.04.2023)
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Journal Article
Machine Learning-Based Automated Diagnostic Systems Developed for Heart Failure Prediction Using Different Types of Data Modalities: A Systematic Review and Future Directions
Javeed, Ashir, Khan, Shafqat Ullah, Ali, Liaqat, Ali, Sardar, Imrana, Yakubu, Rahman, Atiqur
Published in COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE (2022)
Published in COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE (2022)
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Journal Article
Publication
Controlling an organic synthesis robot with machine learning to search for new reactivity
Granda, Jarosław M., Donina, Liva, Dragone, Vincenza, Long, De-Liang, Cronin, Leroy
Published in Nature (London) (01.07.2018)
Published in Nature (London) (01.07.2018)
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Journal Article
A flexible framework for the design and optimization of water‐excitation RF pulses using B‐spline interpolation
Sieber, Xavier, Romanin, Ludovica, Bastiaansen, Jessica A. M., Roy, Christopher W., Yerly, Jérôme, Wenz, Daniel, Richiardi, Jonas, Stuber, Matthias, Heeswijk, Ruud B.
Published in Magnetic resonance in medicine (01.05.2025)
Published in Magnetic resonance in medicine (01.05.2025)
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Journal Article