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Computational Radiomics System to Decode the Radiographic Phenotype

by van Griethuysen, Joost J.M., Fedorov, Andriy, Parmar, Chintan, Hosny, Ahmed, Aucoin, Nicole, Narayan, Vivek, Beets-Tan, Regina G.H., Fillion-Robin, Jean-Christophe, Pieper, Steve, Aerts, Hugo J.W.L.
Published in Cancer research (Chicago, Ill.) (01.11.2017)

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Adaptive genetic algorithm based deep feature selector for cancer detection in lung histopathological images

by Roy, Avigyan, Saha, Priyam, Gautam, Nandita, Schwenker, Friedhelm, Sarkar, Ram
Published in Scientific reports (08.02.2025)

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Estimating pulse wave velocity from the radial pressure wave using machine learning algorithms

by Jin, Weiwei, Chowienczyk, Philip, Alastruey, Jordi
Published in PloS one (28.06.2021)

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Reproduction study using public data of: Development and validation of a deep learning algorithm for detection of diabetic retinopathy in retinal fundus photographs

by Voets, Mike, Møllersen, Kajsa, Bongo, Lars Ailo
Published in PloS one (06.06.2019)

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A Synergistic Approach to Colon Cancer Detection: Leveraging EfficientNet and NSGA-II for Enhanced Diagnostic Performance

by Saba, Noushin, Zafar, Afia, Suleman, Mohsin, Zafar, Kainat, Zafar, Shahneer, Saleem, Adil Ali, Siddiqui, Hafeez Ur Rehman, Iqbal, Muhammad, Ullah, Syed Sajid
Published in IEEE access (01.01.2024)

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Using AI enhanced agent-based models to support management of wild populations

by Willoughby, Janna R., Lamka, Gina F., Dunning, Kelly H., Narine, Lana, Belsare, Aniruddha, Sundaram, Mekala
Published in Landscape ecology (01.07.2025)

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Genetic U-Net: Automatically Designed Deep Networks for Retinal Vessel Segmentation Using a Genetic Algorithm

by Wei, Jiahong, Zhu, Guijie, Fan, Zhun, Liu, Jinchao, Rong, Yibiao, Mo, Jiajie, Li, Wenji, Chen, Xinjian
Published in IEEE transactions on medical imaging (01.02.2022)

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Automated derivation of diagnostic criteria for lung cancer using natural language processing on electronic health records: a pilot study

by Houston, Andrew, Williams, Sophie, Ricketts, William, Gutteridge, Charles, Tackaberry, Chris, Conibear, John
Published in BMC medical informatics and decision making (04.12.2024)

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Automated segmentation of the hypothalamus and associated subunits in brain MRI

by Billot, Benjamin, Bocchetta, Martina, Todd, Emily, Dalca, Adrian V., Rohrer, Jonathan D., Iglesias, Juan Eugenio
Published in NeuroImage (Orlando, Fla.) (01.12.2020)

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FeAture Explorer (FAE): A tool for developing and comparing radiomics models

by Song, Yang, Zhang, Jing, Zhang, Yu-dong, Hou, Ying, Yan, Xu, Wang, Yida, Zhou, Minxiong, Yao, Ye-feng, Yang, Guang
Published in PloS one (17.08.2020)

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Efficient, high-performance semantic segmentation using multi-scale feature extraction

by Knolle, Moritz, Kaissis, Georgios, Jungmann, Friederike, Ziegelmayer, Sebastian, Sasse, Daniel, Makowski, Marcus, Rueckert, Daniel, Braren, Rickmer
Published in PloS one (19.08.2021)

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Adaptive Dynamic Meta-Heuristics for Feature Selection and Classification in Diagnostic Accuracy of Transformer Faults

by Ghoneim, Sherif S. M., Farrag, Tamer Ahmed, Rashed, A. Ali, El-Kenawy, El-Sayed M., Ibrahim, Abdelhameed
Published in IEEE access (2021)

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Training confounder-free deep learning models for medical applications

by Zhao, Qingyu, Adeli, Ehsan, Pohl, Kilian M.
Published in Nature communications (26.11.2020)

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BUSClean: Open-source software for breast ultrasound image pre-processing and knowledge extraction for medical AI

by Bunnell, Arianna, Hung, Kailee, Shepherd, John A., Sadowski, Peter
Published in PloS one (11.12.2024)

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Investigating the Correspondence of Clinical Diagnostic Grouping With Underlying Neurobiological and Phenotypic Clusters Using Unsupervised Machine Learning

by Zhao, Xinyu, Rangaprakash, D., Yuan, Bowen, Denney Jr, Thomas S., Katz, Jeffrey S., Dretsch, Michael N., Deshpande, Gopikrishna
Published in Frontiers in applied mathematics and statistics (01.09.2018)

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Optimizing graph neural network architectures for schizophrenia spectrum disorder prediction using evolutionary algorithms

by Wang, Shurun, Tang, Hao, Himeno, Ryutaro, Solé-Casals, Jordi, Caiafa, Cesar F., Han, Shuning, Aoki, Shigeki, Sun, Zhe
Published in Computer methods and programs in biomedicine (01.12.2024)

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M4: Multi-proxy multi-gate mixture of experts network for multiple instance learning in histopathology image analysis

by Li, Junyu, Zhang, Ye, Shu, Wen, Feng, Xiaobing, Wang, Yingchun, Yan, Pengju, Li, Xiaolin, Sha, Chulin, He, Min
Published in Medical image analysis (01.07.2025)

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CT-ORG, a new dataset for multiple organ segmentation in computed tomography

by Rister, Blaine, Yi, Darvin, Shivakumar, Kaushik, Nobashi, Tomomi, Rubin, Daniel L.
Published in Scientific data (11.11.2020)

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FusionM4Net: A multi-stage multi-modal learning algorithm for multi-label skin lesion classification

by Tang, Peng, Yan, Xintong, Nan, Yang, Xiang, Shao, Krammer, Sebastian, Lasser, Tobias
Published in Medical image analysis (01.02.2022)

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End-to-end learning with interpretation on electrohysterography data to predict preterm birth

by Fischer, A.M., Rietveld, A.L., Teunissen, P.W., Bakker, P.C.A.M., Hoogendoorn, M.
Published in Computers in biology and medicine (01.05.2023)

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