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Expert-centered Evaluation of Deep Learning Algorithms for Brain Tumor Segmentation
Hoebel, Katharina V., Bridge, Christopher P., Ahmed, Sara, Akintola, Oluwatosin, Chung, Caroline, Huang, Raymond Y., Johnson, Jason M., Kim, Albert, Ly, K. Ina, Chang, Ken, Patel, Jay, Pinho, Marco, Batchelor, Tracy T., Rosen, Bruce R., Gerstner, Elizabeth R., Kalpathy-Cramer, Jayashree
Published in Radiology. Artificial intelligence (01.01.2024)
Published in Radiology. Artificial intelligence (01.01.2024)
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Journal Article
Efficient Compression of Mass Spectrometry Images via Contrastive Learning-Based Encoding
Radziński, Piotr, Skrajny, Jakub, Moczulski, Maurycy, Ciach, Michał A., Valkenborg, Dirk, Balluff, Benjamin, Gambin, Anna
Published in Analytical chemistry (Washington) (29.07.2025)
Published in Analytical chemistry (Washington) (29.07.2025)
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Journal Article
Detecting the Undetected: Machine Learning in Early Disease Diagnosis
Rathi, Kanika, Sharma, Sakshi, Barnwal, Anil
Published in Basic & clinical pharmacology & toxicology (01.10.2025)
Published in Basic & clinical pharmacology & toxicology (01.10.2025)
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Journal Article
Deep learning and radiomics: the utility of Google TensorFlow™ Inception in classifying clear cell renal cell carcinoma and oncocytoma on multiphasic CT
Coy, Heidi, Hsieh, Kevin, Wu, Willie, Nagarajan, Mahesh B., Young, Jonathan R., Douek, Michael L., Brown, Matthew S., Scalzo, Fabien, Raman, Steven S.
Published in Abdominal imaging (01.06.2019)
Published in Abdominal imaging (01.06.2019)
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Journal Article
RAPHIA: A deep learning pipeline for the registration of MRI and whole-mount histopathology images of the prostate
Shao, Wei, Vesal, Sulaiman, Soerensen, Simon J.C., Bhattacharya, Indrani, Golestani, Negar, Yamashita, Rikiya, Kunder, Christian A., Fan, Richard E., Ghanouni, Pejman, Brooks, James D., Sonn, Geoffrey A., Rusu, Mirabela
Published in Computers in biology and medicine (01.05.2024)
Published in Computers in biology and medicine (01.05.2024)
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Journal Article
FusionM4Net: A multi-stage multi-modal learning algorithm for multi-label skin lesion classification
Tang, Peng, Yan, Xintong, Nan, Yang, Xiang, Shao, Krammer, Sebastian, Lasser, Tobias
Published in Medical image analysis (01.02.2022)
Published in Medical image analysis (01.02.2022)
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Journal Article
A generalizable and robust deep learning algorithm for mitosis detection in multicenter breast histopathological images
Wang, Xiyue, Zhang, Jun, Yang, Sen, Xiang, Jingxi, Luo, Feng, Wang, Minghui, Zhang, Jing, Yang, Wei, Huang, Junzhou, Han, Xiao
Published in Medical image analysis (01.02.2023)
Published in Medical image analysis (01.02.2023)
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Journal Article
Marginal Structural Models Using Calibrated Weights With SuperLearner: Application to Type II Diabetes Cohort
Kalia, Sumeet, Saarela, Olli, Chen, Tao, O'Neill, Braden, Meaney, Christopher, Gronsbell, Jessica, Sejdic, Ervin, Escobar, Michael, Aliarzadeh, Babak, Moineddin, Rahim, Pow, Conrad, Sullivan, Frank, Greiver, Michelle
Published in IEEE journal of biomedical and health informatics (01.08.2022)
Published in IEEE journal of biomedical and health informatics (01.08.2022)
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Journal Article
Convolutional neural networks for classification of Alzheimer's disease: Overview and reproducible evaluation
Wen, Junhao, Thibeau-Sutre, Elina, Diaz-Melo, Mauricio, Samper-González, Jorge, Routier, Alexandre, Bottani, Simona, Dormont, Didier, Durrleman, Stanley, Burgos, Ninon, Colliot, Olivier
Published in Medical image analysis (01.07.2020)
Published in Medical image analysis (01.07.2020)
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Journal Article
High‐Throughput, Living Single‐Cell, Multiple Secreted Biomarker Profiling Using Microfluidic Chip and Machine Learning for Tumor Cell Classification
Wang, Chao, Wang, Chunhua, Wu, Yu, Gao, Jianwei, Han, Yingkuan, Chu, Yujin, Qiang, Le, Qiu, Jiaoyan, Gao, Yakun, Wang, Yanhao, Song, Fangteng, Wang, Yihe, Shao, Xiaowei, Zhang, Yu, Han, Lin
Published in Advanced healthcare materials (01.07.2022)
Published in Advanced healthcare materials (01.07.2022)
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Journal Article
Artificial intelligence versus clinicians: systematic review of design, reporting standards, and claims of deep learning studies
Nagendran, Myura, Chen, Yang, Lovejoy, Christopher A, Gordon, Anthony C, Komorowski, Matthieu, Harvey, Hugh, Topol, Eric J, Ioannidis, John P A, Collins, Gary S, Maruthappu, Mahiben
Published in BMJ (Online) (25.03.2020)
Published in BMJ (Online) (25.03.2020)
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Journal Article