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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
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
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
Anti-Confounding Hashing: Enhancing Radiological Image Retrieval via Debiased Weighting and Counterfactual Reasoning
Zhang, Yajie, Hu, Yao, Cai, Chengjun, Huang, Yu-An, Huang, Zhi-An, Chen Tan, Kay
Published in IEEE transaction on neural networks and learning systems (01.08.2025)
Published in IEEE transaction on neural networks and learning systems (01.08.2025)
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Journal Article
Use Test of Automated Machine Learning in Cancer Diagnostics
Musigmann, Manfred, Nacul, Nabila Gala, Kasap, Dilek N., Heindel, Walter, Mannil, Manoj
Published in Diagnostics (Basel) (01.07.2023)
Published in Diagnostics (Basel) (01.07.2023)
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Journal Article
A fuzzy clustering based color-coded diagram for effective illustration of blood perfusion parameters in contrast-enhanced ultrasound videos
Zhuang, Zhemin, Fan, Guangwen, Yuan, Ye, Joseph Raj, Alex Noel, Qiu, Shunmin
Published in Computer methods and programs in biomedicine (01.07.2020)
Published in Computer methods and programs in biomedicine (01.07.2020)
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Journal Article
Clinical Application of a Novel Augmented Reality Navigation System for Chronic Subdural Hematoma Surgery Using a Single Quick Response Code Marker as a Tracking Target: Technical Note
Goto, Yoshiaki, Takata, Takeshi, Ogura, Yuya, Nakamura, Yuki, Inoue, Yuki, Kawaguchi, Ai, Tomioka, Arisa, Oyama, Yuta, Kotoku, Jun'ichi, Ueki, Keisuke, Shin, Masahiro
Published in World neurosurgery (01.10.2025)
Published in World neurosurgery (01.10.2025)
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Journal Article
Contrastive Graph Pooling for Explainable Classification of Brain Networks
Xu, Jiaxing, Bian, Qingtian, Li, Xinhang, Zhang, Aihu, Ke, Yiping, Qiao, Miao, Zhang, Wei, Khang Jeremy Sim, Wei, Gulyas, Balazs
Published in IEEE TRANSACTIONS ON MEDICAL IMAGING (01.09.2024)
Published in IEEE TRANSACTIONS ON MEDICAL IMAGING (01.09.2024)
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Journal Article
Publication
Multicenter and Multichannel Pooling GCN for Early AD Diagnosis Based on Dual-Modality Fused Brain Network
Song, Xuegang, Zhou, Feng, Frangi, Alejandro F., Cao, Jiuwen, Xiao, Xiaohua, Lei, Yi, Wang, Tianfu, Lei, Baiying
Published in IEEE transactions on medical imaging (01.02.2023)
Published in IEEE transactions on medical imaging (01.02.2023)
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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
Brain extraction on MRI scans in presence of diffuse glioma: Multi-institutional performance evaluation of deep learning methods and robust modality-agnostic training
Thakur, Siddhesh, Doshi, Jimit, Pati, Sarthak, Rathore, Saima, Sako, Chiharu, Bilello, Michel, Ha, Sung Min, Shukla, Gaurav, Flanders, Adam, Kotrotsou, Aikaterini, Milchenko, Mikhail, Liem, Spencer, Alexander, Gregory S., Lombardo, Joseph, Palmer, Joshua D., LaMontagne, Pamela, Nazeri, Arash, Talbar, Sanjay, Kulkarni, Uday, Marcus, Daniel, Colen, Rivka, Davatzikos, Christos, Erus, Guray, Bakas, Spyridon
Published in NeuroImage (Orlando, Fla.) (15.10.2020)
Published in NeuroImage (Orlando, Fla.) (15.10.2020)
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Journal Article
Semi-Supervised Knee Cartilage Segmentation With Successive Eigen Noise-Assisted Mean Teacher Knowledge Distillation
Khan, Sheheryar, Ammar Khawer, Muhammad, Qureshi, Rizwan, Nawaz, Mehmood, Asim, Muhammad, Chen, Weitian, Yan, Hong
Published in IEEE transactions on medical imaging (01.07.2025)
Published in IEEE transactions on medical imaging (01.07.2025)
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Journal Article