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Computational Radiomics System to Decode the Radiographic Phenotype
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)
Published in Cancer research (Chicago, Ill.) (01.11.2017)
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Journal Article
Fair AI-powered orthopedic image segmentation: addressing bias and promoting equitable healthcare
Siddiqui, Ismaeel A., Littlefield, Nickolas, Carlson, Luke A., Gong, Matthew, Chhabra, Avani, Menezes, Zoe, Mastorakos, George M., Thakar, Sakshi Mehul, Abedian, Mehrnaz, Lohse, Ines, Weiss, Kurt R., Plate, Johannes F., Moradi, Hamidreza, Amirian, Soheyla, Tafti, Ahmad P.
Published in Scientific reports (12.07.2024)
Published in Scientific reports (12.07.2024)
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Journal Article
BUSClean: Open-source software for breast ultrasound image pre-processing and knowledge extraction for medical AI
Bunnell, Arianna, Hung, Kailee, Shepherd, John A., Sadowski, Peter
Published in PloS one (11.12.2024)
Published in PloS one (11.12.2024)
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Journal Article
A Real-Time ECG Data Compression and Transmission Algorithm for an e-Health Device
Lee, SangJoon, Kim, Jungkuk, Lee, Myoungho
Published in IEEE transactions on biomedical engineering (01.09.2011)
Published in IEEE transactions on biomedical engineering (01.09.2011)
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Journal Article
A Competition, Benchmark, Code, and Data for Using Artificial Intelligence to Detect Lesions in Digital Breast Tomosynthesis
Konz, Nicholas, Buda, Mateusz, Gu, Hanxue, Saha, Ashirbani, Yang, Jichen, Chłędowski, Jakub, Park, Jungkyu, Witowski, Jan, Geras, Krzysztof J., Shoshan, Yoel, Gilboa-Solomon, Flora, Khapun, Daniel, Ratner, Vadim, Barkan, Ella, Ozery-Flato, Michal, Martí, Robert, Omigbodun, Akinyinka, Marasinou, Chrysostomos, Nakhaei, Noor, Hsu, William, Sahu, Pranjal, Hossain, Md Belayat, Lee, Juhun, Santos, Carlos, Przelaskowski, Artur, Kalpathy-Cramer, Jayashree, Bearce, Benjamin, Cha, Kenny, Farahani, Keyvan, Petrick, Nicholas, Hadjiiski, Lubomir, Drukker, Karen, Armato, Samuel G., Mazurowski, Maciej A.
Published in JAMA network open (23.02.2023)
Published in JAMA network open (23.02.2023)
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Journal Article
Automated intravascular ultrasound image processing and quantification of coronary artery anomalies: The AIVUS-CAA software
Stark, Anselm W., Mohammadi Kazaj, Pooya, Balzer, Sebastian, Ilic, Marc, Bergamin, Manuel, Kakizaki, Ryota, Giannopoulos, Andreas, Haeberlin, Andreas, Räber, Lorenz, Shiri, Isaac, Gräni, Christoph
Published in Computer methods and programs in biomedicine (01.12.2025)
Published in Computer methods and programs in biomedicine (01.12.2025)
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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
Dual-path neural network extracts tumor microenvironment information from whole slide images to predict molecular typing and prognosis of Glioma
Ning, Zehang, Yang, Bojie, Wang, Yuanyuan, Shi, Zhifeng, Yu, Jinhua, Wu, Guoqing
Published in Computer methods and programs in biomedicine (01.04.2025)
Published in Computer methods and programs in biomedicine (01.04.2025)
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Journal Article
Learning normalized inputs for iterative estimation in medical image segmentation
Drozdzal, Michal, Chartrand, Gabriel, Vorontsov, Eugene, Shakeri, Mahsa, Di Jorio, Lisa, Tang, An, Romero, Adriana, Bengio, Yoshua, Pal, Chris, Kadoury, Samuel
Published in Medical image analysis (01.02.2018)
Published in Medical image analysis (01.02.2018)
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Journal Article
From code sharing to sharing of implementations: Advancing reproducible AI development for medical imaging through federated testing
Yousefirizi, Fereshteh, Liyanage, Annudesh, Klyuzhin, Ivan S., Rahmim, Arman
Published in Journal of medical imaging and radiation sciences (01.12.2024)
Published in Journal of medical imaging and radiation sciences (01.12.2024)
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Journal Article
Automated Identification of Patients With Pulmonary Nodules in an Integrated Health System Using Administrative Health Plan Data, Radiology Reports, and Natural Language Processing
Danforth, Kim N., Early, Megan I., Ngan, Sharon, Kosco, Anne E., Zheng, Chengyi, Gould, Michael K.
Published in Journal of thoracic oncology (01.08.2012)
Published in Journal of thoracic oncology (01.08.2012)
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Journal Article
Deep learning-enabled multi-organ segmentation in whole-body mouse scans
Schoppe, Oliver, Pan, Chenchen, Coronel, Javier, Mai, Hongcheng, Rong, Zhouyi, Todorov, Mihail Ivilinov, Müskes, Annemarie, Navarro, Fernando, Li, Hongwei, Ertürk, Ali, Menze, Bjoern H.
Published in Nature communications (06.11.2020)
Published in Nature communications (06.11.2020)
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Journal Article