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Machine learning-based evaluation of prognostic factors for mortality and relapse in patients with acute lymphoblastic leukemia: a comparative simulation study
Mehrbakhsh, Zahra, Hassanzadeh, Roghayyeh, Behnampour, Nasser, Tapak, Leili, Zarrin, Ziba, Khazaei, Salman, Dinu, Irina
Published in BMC medical informatics and decision making (16.09.2024)
Published in BMC medical informatics and decision making (16.09.2024)
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Journal Article
Neuroblastoma differentiation type diagnosis algorithm based on Dense-U-Net using whole slide images
Wan, Zhenzhen, Liu, Yuwei, Liu, Fang, Shi, Ning, Zhang, Nan, Liu, Xiuling
Published in Signal, image and video processing (01.07.2024)
Published in Signal, image and video processing (01.07.2024)
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Journal Article
Battery Thermal Runaway Fault Prognosis in Electric Vehicles Based on Abnormal Heat Generation and Deep Learning Algorithms
Li, Da, Liu, Peng, Zhang, Zhaosheng, Zhang, Lei, Deng, Junjun, Wang, Zhenpo, Dorrell, David G., Li, Weihan, Sauer, Dirk Uwe
Published in IEEE transactions on power electronics (01.07.2022)
Published in IEEE transactions on power electronics (01.07.2022)
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Journal Article
Computer-assisted mitotic count using a deep learning–based algorithm improves interobserver reproducibility and accuracy
Bertram, Christof A., Aubreville, Marc, Donovan, Taryn A., Bartel, Alexander, Wilm, Frauke, Marzahl, Christian, Assenmacher, Charles-Antoine, Becker, Kathrin, Bennett, Mark, Corner, Sarah, Cossic, Brieuc, Denk, Daniela, Dettwiler, Martina, Gonzalez, Beatriz Garcia, Gurtner, Corinne, Haverkamp, Ann-Kathrin, Heier, Annabelle, Lehmbecker, Annika, Merz, Sophie, Noland, Erica L., Plog, Stephanie, Schmidt, Anja, Sebastian, Franziska, Sledge, Dodd G., Smedley, Rebecca C., Tecilla, Marco, Thaiwong, Tuddow, Fuchs-Baumgartinger, Andrea, Meuten, Donald J., Breininger, Katharina, Kiupel, Matti, Maier, Andreas, Klopfleisch, Robert
Published in Veterinary pathology (01.03.2022)
Published in Veterinary pathology (01.03.2022)
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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
Keratinocytic Skin Cancer Detection on the Face Using Region-Based Convolutional Neural Network
Published in JAMA dermatology (Chicago, Ill.)
(01.01.2020)
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Journal Article
Prognostics 101: A tutorial for particle filter-based prognostics algorithm using Matlab
An, Dawn, Choi, Joo-Ho, Kim, Nam Ho
Published in Reliability engineering & system safety (01.07.2013)
Published in Reliability engineering & system safety (01.07.2013)
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Journal Article
Comparison of supervised machine learning classification techniques in prediction of locoregional recurrences in early oral tongue cancer
Alabi, Rasheed Omobolaji, Elmusrati, Mohammed, Sawazaki‐Calone, Iris, Kowalski, Luiz Paulo, Haglund, Caj, Coletta, Ricardo D., Mäkitie, Antti A., Salo, Tuula, Almangush, Alhadi, Leivo, Ilmo
Published in International journal of medical informatics (Shannon, Ireland) (01.04.2020)
Published in International journal of medical informatics (Shannon, Ireland) (01.04.2020)
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Journal Article
AI-based tumor-stroma ratio quantification algorithm: comprehensive evaluation of prognostic role in primary colorectal cancer
Carvalho, Rita, Zander, Thomas, Barroso, Vincenzo Mitchell, Bekisoglu, Ahmet, Zerbe, Norman, Klein, Sebastian, Büttner, Reinhard, Quaas, Alexander, Tolkach, Yuri
Published in Virchows Archiv : an international journal of pathology (01.10.2025)
Published in Virchows Archiv : an international journal of pathology (01.10.2025)
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Journal Article
Particle filter-based parameter estimation algorithm for prognostic risk assessment of progression in non-small cell lung cancer
Shang, Shi, Yuan, Junyi, Pan, Changqing, Wang, Sufen, Tu, Xuemin, Cen, Xingxing, Mi, Linhui, Hou, Xumin
Published in BMC medical informatics and decision making (20.12.2023)
Published in BMC medical informatics and decision making (20.12.2023)
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Journal Article
Tissue-specific and interpretable sub-segmentation of whole tumour burden on CT images by unsupervised fuzzy clustering
Rundo, Leonardo, Beer, Lucian, Ursprung, Stephan, Martin-Gonzalez, Paula, Markowetz, Florian, Brenton, James D., Crispin-Ortuzar, Mireia, Sala, Evis, Woitek, Ramona
Published in Computers in biology and medicine (01.05.2020)
Published in Computers in biology and medicine (01.05.2020)
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Journal Article
A clinical prediction model for predicting the risk of liver metastasis from renal cell carcinoma based on machine learning
Wang, Ziye, Xu, Chan, Liu, Wencai, Zhang, Meiying, Zou, Jian’an, Shao, Mingfeng, Feng, Xiaowei, Yang, Qinwen, Li, Wenle, Shi, Xiue, Zang, Guangxi, Yin, Chengliang
Published in Frontiers in endocrinology (Lausanne) (05.01.2023)
Published in Frontiers in endocrinology (Lausanne) (05.01.2023)
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Journal Article
Machine learning-based pathomics signature could act as a novel prognostic marker for patients with clear cell renal cell carcinoma
Chen, Siteng, Jiang, Liren, Gao, Feng, Zhang, Encheng, Wang, Tao, Zhang, Ning, Wang, Xiang, Zheng, Junhua
Published in British journal of cancer (23.03.2022)
Published in British journal of cancer (23.03.2022)
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Journal Article
An Improved Incremental Learning Approach for KPI Prognosis of Dynamic Fuel Cell System
Shen Yin, Xiaochen Xie, Lam, James, Kie Chung Cheung, Huijun Gao
Published in IEEE transactions on cybernetics (01.12.2016)
Published in IEEE transactions on cybernetics (01.12.2016)
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Journal Article