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A comparative study of machine learning and deep learning algorithms to classify cancer types based on microarray gene expression data
Tabares-Soto, Reinel, Orozco-Arias, Simon, Romero-Cano, Victor, Segovia Bucheli, Vanesa, Rodríguez-Sotelo, José Luis, Jiménez-Varón, Cristian Felipe
Published in PeerJ. Computer science (13.04.2020)
Published in PeerJ. Computer science (13.04.2020)
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Journal Article
Deep-learning algorithms for the interpretation of chest radiographs to aid in the triage of COVID-19 patients: A multicenter retrospective study
Jang, Se Bum, Lee, Suk Hee, Lee, Dong Eun, Park, Sin-Youl, Kim, Jong Kun, Cho, Jae Wan, Cho, Jaekyung, Kim, Ki Beom, Park, Byunggeon, Park, Jongmin, Lim, Jae-Kwang
Published in PloS one (24.11.2020)
Published in PloS one (24.11.2020)
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Journal Article
Deep learning algorithms for melanoma detection using dermoscopic images: A systematic review and meta-analysis
Ye, Zichen, Zhang, Daqian, Zhao, Yuankai, Chen, Mingyang, Wang, Huike, Seery, Samuel, Qu, Yimin, Xue, Peng, Jiang, Yu
Published in Artificial intelligence in medicine (01.09.2024)
Published in Artificial intelligence in medicine (01.09.2024)
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Journal Article
Predicting second breast cancer among women with primary breast cancer using machine learning algorithms, a population‐based observational study
Syleouni, Maria‐Eleni, Karavasiloglou, Nena, Manduchi, Laura, Wanner, Miriam, Korol, Dimitri, Ortelli, Laura, Bordoni, Andrea, Rohrmann, Sabine
Published in International journal of cancer (01.09.2023)
Published in International journal of cancer (01.09.2023)
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Journal Article
An Enhanced Approach for Predicting Breast Cancer Using Different Deep Learning Algorithms and Explainable AI Techniques in an IoT Environment
Bouallegue, Belgacem, Abd El-Latif, Yasser M., El-Sofany, Hosam, Taj-Eddin, Islam A. T. F.
Published in International journal of intelligent systems (01.01.2025)
Published in International journal of intelligent systems (01.01.2025)
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Journal Article
Inconsistency in the use of the term “validation” in studies reporting the performance of deep learning algorithms in providing diagnosis from medical imaging
Kim, Dong Wook, Jang, Hye Young, Ko, Yousun, Son, Jung Hee, Kim, Pyeong Hwa, Kim, Seon-Ok, Lim, Joon Seo, Park, Seong Ho
Published in PLOS ONE (11.09.2020)
Published in PLOS ONE (11.09.2020)
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Journal Article
Advancing Ki67 hotspot detection in breast cancer: a comparative analysis of automated digital image analysis algorithms
Zwager, Mieke C, Yu, Shibo, Buikema, Henk J, Bock, Geertruida H, Ramsing, Thomas W, Thagaard, Jeppe, Koopman, Timco, Vegt, Bert
Published in Histopathology (01.01.2025)
Published in Histopathology (01.01.2025)
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Journal Article
Current and future applications of machine and deep learning in urology: a review of the literature on urolithiasis, renal cell carcinoma, and bladder and prostate cancer
Suarez-Ibarrola, Rodrigo, Hein, Simon, Reis, Gerd, Gratzke, Christian, Miernik, Arkadiusz
Published in World journal of urology (01.10.2020)
Published in World journal of urology (01.10.2020)
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Journal Article
Henry Gas Solubility Optimization Algorithm based Feature Extraction in Dermoscopic Images Analysis of Skin Cancer
Obayya, Marwa, Alhebri, Adeeb, Maashi, Mashael, S. Salama, Ahmed, Mustafa Hilal, Anwer, Alsaid, Mohamed Ibrahim, Osman, Azza Elneil, Alneil, Amani A.
Published in Cancers (04.04.2023)
Published in Cancers (04.04.2023)
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Journal Article
A deep learning–based algorithm for tall cell detection in papillary thyroid carcinoma
Stenman, Sebastian, Linder, Nina, Lundin, Mikael, Haglund, Caj, Arola, Johanna, Lundin, Johan
Published in PloS one (09.08.2022)
Published in PloS one (09.08.2022)
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Journal Article
Diagnostic accuracy of convolutional neural network–based machine learning algorithms in endoscopic severity prediction of ulcerative colitis: a systematic review and meta-analysis
Jahagirdar, Vinay, Bapaye, Jay, Chandan, Saurabh, Ponnada, Suresh, Kochhar, Gursimran S., Navaneethan, Udayakumar, Mohan, Babu P.
Published in Gastrointestinal endoscopy (01.08.2023)
Published in Gastrointestinal endoscopy (01.08.2023)
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Journal Article
Deep learning-based algorithm improves radiologists’ performance in lung cancer bone metastases detection on computed tomography
Huo, Tongtong, Xie, Yi, Fang, Ying, Wang, Ziyi, Liu, Pengran, Duan, Yuyu, Zhang, Jiayao, Wang, Honglin, Xue, Mingdi, Liu, Songxiang, Ye, Zhewei
Published in Frontiers in oncology (08.02.2023)
Published in Frontiers in oncology (08.02.2023)
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Journal Article
Deep learning–based algorithm to detect primary hepatic malignancy in multiphase CT of patients at high risk for HCC
Kim, Dong Wook, Lee, Gaeun, Kim, So Yeon, Ahn, Geunhwi, Lee, June-Goo, Lee, Seung Soo, Kim, Kyung Won, Park, Seong Ho, Lee, Yoon Jin, Kim, Namkug
Published in European radiology (01.09.2021)
Published in European radiology (01.09.2021)
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Journal Article
Multimodal convolutional neural network–based algorithm for real-time detection and differentiation of malignant and inflammatory biliary strictures in cholangioscopy: a proof-of-concept study (with video)
Ziegler, Joceline, Dobsch, Philipp, Rozema, Marten, Zuber-Jerger, Ina, Weigand, Kilian, Reuther, Stefan, Müller, Martina, Kandulski, Arne
Published in Gastrointestinal endoscopy (01.04.2025)
Published in Gastrointestinal endoscopy (01.04.2025)
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Journal Article
Integrated Deep Learning Based Optimization Algorithms for Medical Data: Fundamentals, Challenges, and Future Perspectives
Houssein, Essam H., Helmy, Bahaa El-din, Elngar, Ahmed A., Samee, Nagwan Abdel, Shaban, Hassan
Published in Archives of computational methods in engineering (05.09.2025)
Published in Archives of computational methods in engineering (05.09.2025)
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Journal Article