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Accuracy of vestibular schwannoma segmentation using deep learning models - a systematic review & meta-analysis
Łajczak, Paweł, Matyja, Jakub, Jóźwik, Kamil, Nawrat, Zbigniew
Published in Neuroradiology (01.03.2025)
Published in Neuroradiology (01.03.2025)
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Journal Article
Recycling diagnostic MRI for empowering brain morphometric research – Critical & practical assessment on learning-based image super-resolution
Liu, Gaoping, Cao, Zehong, Xu, Qiang, Zhang, Qirui, Yang, Fang, Xie, Xinyu, Hao, Jingru, Shi, Yinghuan, Bernhardt, Boris C., He, Yichu, Shi, Feng, Lu, Guangming, Zhang, Zhiqiang
Published in NeuroImage (Orlando, Fla.) (15.12.2021)
Published in NeuroImage (Orlando, Fla.) (15.12.2021)
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Journal Article
Weakly-supervised deep learning for ultrasound diagnosis of breast cancer
Kim, Jaeil, Kim, Hye Jung, Kim, Chanho, Lee, Jin Hwa, Kim, Keum Won, Park, Young Mi, Kim, Hye Won, Ki, So Yeon, Kim, You Me, Kim, Won Hwa
Published in Scientific reports (21.12.2021)
Published in Scientific reports (21.12.2021)
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Journal Article
Challenges, optimization strategies, and future horizons of advanced deep learning approaches for brain lesion segmentation
Zaman, Asim, Yassin, Mazen M., Mehmud, Irfan, Cao, Anbo, Lu, Jiaxi, Hassan, Haseeb, Kang, Yan
Published in Methods (San Diego, Calif.) (01.07.2025)
Published in Methods (San Diego, Calif.) (01.07.2025)
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Journal Article
Multispectral breast image grayscale and quality enhancement by repeated pair image registration & accumulation method
Li, Gang, Munawar, Adnan, SU SU WIN, NAN, Fan, Meiling, Zeeshan Nawaz, Muhammad, Lin, Ling
Published in Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy (05.11.2024)
Published in Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy (05.11.2024)
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Journal Article
Lymph Node Metastasis Prediction from Primary Breast Cancer US Images Using Deep Learning
Zhou, Li-Qiang, Wu, Xing-Long, Huang, Shu-Yan, Wu, Ge-Ge, Ye, Hua-Rong, Wei, Qi, Bao, Ling-Yun, Deng, You-Bin, Li, Xing-Rui, Cui, Xin-Wu, Dietrich, Christoph F.
Published in Radiology (01.01.2020)
Published in Radiology (01.01.2020)
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Journal Article
Enhancing a deep learning model for pulmonary nodule malignancy risk estimation in chest CT with uncertainty estimation
Peeters, Dré, Alves, Natália, Venkadesh, Kiran V., Dinnessen, Renate, Saghir, Zaigham, Scholten, Ernst T., Schaefer-Prokop, Cornelia, Vliegenthart, Rozemarijn, Prokop, Mathias, Jacobs, Colin
Published in European radiology (01.10.2024)
Published in European radiology (01.10.2024)
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Journal Article
Computer-aided segmentation on MRI for prostate radiotherapy, part II: Comparing human and computer observer populations and the influence of annotator variability on algorithm variability
Sanders, Jeremiah W., Mok, Henry, Hanania, Alexander N., Venkatesan, Aradhana M., Tang, Chad, Bruno, Teresa L., Thames, Howard D., Kudchadker, Rajat J., Frank, Steven J.
Published in Radiotherapy and oncology (01.04.2022)
Published in Radiotherapy and oncology (01.04.2022)
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Journal Article
Deep learning to diagnose cardiac amyloidosis from cardiovascular magnetic resonance
Martini, Nicola, Aimo, Alberto, Barison, Andrea, Della Latta, Daniele, Vergaro, Giuseppe, Aquaro, Giovanni Donato, Ripoli, Andrea, Emdin, Michele, Chiappino, Dante
Published in Journal of cardiovascular magnetic resonance (07.12.2020)
Published in Journal of cardiovascular magnetic resonance (07.12.2020)
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Journal Article
A density-based MS disease diagnosis model using the capuchin search algorithm and an ensemble of deep neural networks
Bai, LiJuan, Wu, Jiao, Chen, Li, Jiang, Xin, Song, ZhuYin
Published in Scientific reports (30.12.2024)
Published in Scientific reports (30.12.2024)
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Journal Article
Deep learning algorithms for brain disease detection with magnetic induction tomography
Chen, Ruijuan, Huang, Juan, Song, Yixiang, Li, Bingnan, Wang, Jinhai, Wang, Huiquan
Published in Medical physics (Lancaster) (01.02.2021)
Published in Medical physics (Lancaster) (01.02.2021)
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Journal Article
Evaluation of a deep learning-based reconstruction method for denoising and image enhancement of shoulder MRI in patients with shoulder pain
Feuerriegel, Georg C., Weiss, Kilian, Kronthaler, Sophia, Leonhardt, Yannik, Neumann, Jan, Wurm, Markus, Lenhart, Nicolas S., Makowski, Marcus R., Schwaiger, Benedikt J., Woertler, Klaus, Karampinos, Dimitrios C., Gersing, Alexandra S.
Published in European radiology (01.07.2023)
Published in European radiology (01.07.2023)
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Journal Article