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Fan, Deng-Ping, Zhou, Tao, Ji, Ge-Peng, Zhou, Yi, Chen, Geng, Fu, Huazhu, Shen, Jianbing, Shao, Ling
Published in IEEE transactions on medical imaging (01.08.2020)
Published in IEEE transactions on medical imaging (01.08.2020)
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CE-Net: Context Encoder Network for 2D Medical Image Segmentation
Gu, Zaiwang, Cheng, Jun, Fu, Huazhu, Zhou, Kang, Hao, Huaying, Zhao, Yitian, Zhang, Tianyang, Gao, Shenghua, Liu, Jiang
Published in IEEE transactions on medical imaging (01.10.2019)
Published in IEEE transactions on medical imaging (01.10.2019)
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Deep Learning COVID-19 Features on CXR Using Limited Training Data Sets
Oh, Yujin, Park, Sangjoon, Ye, Jong Chul
Published in IEEE transactions on medical imaging (01.08.2020)
Published in IEEE transactions on medical imaging (01.08.2020)
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VoxelMorph: A Learning Framework for Deformable Medical Image Registration
Balakrishnan, Guha, Zhao, Amy, Sabuncu, Mert R., Guttag, John, Dalca, Adrian V.
Published in IEEE transactions on medical imaging (01.08.2019)
Published in IEEE transactions on medical imaging (01.08.2019)
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A Weakly-Supervised Framework for COVID-19 Classification and Lesion Localization From Chest CT
Wang, Xinggang, Deng, Xianbo, Fu, Qing, Zhou, Qiang, Feng, Jiapei, Ma, Hui, Liu, Wenyu, Zheng, Chuansheng
Published in IEEE transactions on medical imaging (01.08.2020)
Published in IEEE transactions on medical imaging (01.08.2020)
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Deep Learning for Classification and Localization of COVID-19 Markers in Point-of-Care Lung Ultrasound
Roy, Subhankar, Menapace, Willi, Oei, Sebastiaan, Luijten, Ben, Fini, Enrico, Saltori, Cristiano, Huijben, Iris, Chennakeshava, Nishith, Mento, Federico, Sentelli, Alessandro, Peschiera, Emanuele, Trevisan, Riccardo, Maschietto, Giovanni, Torri, Elena, Inchingolo, Riccardo, Smargiassi, Andrea, Soldati, Gino, Rota, Paolo, Passerini, Andrea, van Sloun, Ruud J. G., Ricci, Elisa, Demi, Libertario
Published in IEEE transactions on medical imaging (01.08.2020)
Published in IEEE transactions on medical imaging (01.08.2020)
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Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved?
Bernard, Olivier, Lalande, Alain, Zotti, Clement, Cervenansky, Frederick, Yang, Xin, Heng, Pheng-Ann, Cetin, Irem, Lekadir, Karim, Camara, Oscar, Gonzalez Ballester, Miguel Angel, Sanroma, Gerard, Napel, Sandy, Petersen, Steffen, Tziritas, Georgios, Grinias, Elias, Khened, Mahendra, Kollerathu, Varghese Alex, Krishnamurthi, Ganapathy, Rohe, Marc-Michel, Pennec, Xavier, Sermesant, Maxime, Isensee, Fabian, Jager, Paul, Maier-Hein, Klaus H., Full, Peter M., Wolf, Ivo, Engelhardt, Sandy, Baumgartner, Christian F., Koch, Lisa M., Wolterink, Jelmer M., Isgum, Ivana, Jang, Yeonggul, Hong, Yoonmi, Patravali, Jay, Jain, Shubham, Humbert, Olivier, Jodoin, Pierre-Marc
Published in IEEE transactions on medical imaging (01.11.2018)
Published in IEEE transactions on medical imaging (01.11.2018)
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MoDL: Model-Based Deep Learning Architecture for Inverse Problems
Aggarwal, Hemant K., Mani, Merry P., Jacob, Mathews
Published in IEEE transactions on medical imaging (01.02.2019)
Published in IEEE transactions on medical imaging (01.02.2019)
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Low-Dose CT Image Denoising Using a Generative Adversarial Network With Wasserstein Distance and Perceptual Loss
Yang, Qingsong, Yan, Pingkun, Zhang, Yanbo, Yu, Hengyong, Shi, Yongyi, Mou, Xuanqin, Kalra, Mannudeep K., Zhang, Yi, Sun, Ling, Wang, Ge
Published in IEEE transactions on medical imaging (01.06.2018)
Published in IEEE transactions on medical imaging (01.06.2018)
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A Noise-Robust Framework for Automatic Segmentation of COVID-19 Pneumonia Lesions From CT Images
Wang, Guotai, Liu, Xinglong, Li, Chaoping, Xu, Zhiyong, Ruan, Jiugen, Zhu, Haifeng, Meng, Tao, Li, Kang, Huang, Ning, Zhang, Shaoting
Published in IEEE transactions on medical imaging (01.08.2020)
Published in IEEE transactions on medical imaging (01.08.2020)
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CA-Net: Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image Segmentation
Gu, Ran, Wang, Guotai, Song, Tao, Huang, Rui, Aertsen, Michael, Deprest, Jan, Ourselin, Sebastien, Vercauteren, Tom, Zhang, Shaoting
Published in IEEE transactions on medical imaging (01.02.2021)
Published in IEEE transactions on medical imaging (01.02.2021)
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Deep Neural Networks Improve Radiologists' Performance in Breast Cancer Screening
Wu, Nan, Phang, Jason, Park, Jungkyu, Shen, Yiqiu, Huang, Zhe, Zorin, Masha, Jastrzebski, Stanislaw, Fevry, Thibault, Katsnelson, Joe, Kim, Eric, Wolfson, Stacey, Parikh, Ujas, Gaddam, Sushma, Lin, Leng Leng Young, Ho, Kara, Weinstein, Joshua D., Reig, Beatriu, Gao, Yiming, Toth, Hildegard, Pysarenko, Kristine, Lewin, Alana, Lee, Jiyon, Airola, Krystal, Mema, Eralda, Chung, Stephanie, Hwang, Esther, Samreen, Naziya, Kim, S. Gene, Heacock, Laura, Moy, Linda, Cho, Kyunghyun, Geras, Krzysztof J.
Published in IEEE transactions on medical imaging (01.04.2020)
Published in IEEE transactions on medical imaging (01.04.2020)
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Pathomic Fusion: An Integrated Framework for Fusing Histopathology and Genomic Features for Cancer Diagnosis and Prognosis
Chen, Richard J., Lu, Ming Y., Wang, Jingwen, Williamson, Drew F. K., Rodig, Scott J., Lindeman, Neal I., Mahmood, Faisal
Published in IEEE transactions on medical imaging (01.04.2022)
Published in IEEE transactions on medical imaging (01.04.2022)
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Multi-Centre, Multi-Vendor and Multi-Disease Cardiac Segmentation: The M&Ms Challenge
Campello, Victor M., Gkontra, Polyxeni, Izquierdo, Cristian, Martin-Isla, Carlos, Sojoudi, Alireza, Full, Peter M., Maier-Hein, Klaus, Zhang, Yao, He, Zhiqiang, Ma, Jun, Parreno, Mario, Albiol, Alberto, Kong, Fanwei, Shadden, Shawn C., Acero, Jorge Corral, Sundaresan, Vaanathi, Saber, Mina, Elattar, Mustafa, Li, Hongwei, Menze, Bjoern, Khader, Firas, Haarburger, Christoph, Scannell, Cian M., Veta, Mitko, Carscadden, Adam, Punithakumar, Kumaradevan, Liu, Xiao, Tsaftaris, Sotirios A., Huang, Xiaoqiong, Yang, Xin, Li, Lei, Zhuang, Xiahai, Vilades, David, Descalzo, Martin L., Guala, Andrea, Mura, Lucia La, Friedrich, Matthias G., Garg, Ria, Lebel, Julie, Henriques, Filipe, Karakas, Mahir, Cavus, Ersin, Petersen, Steffen E., Escalera, Sergio, Segui, Santi, Rodriguez-Palomares, Jose F., Lekadir, Karim
Published in IEEE transactions on medical imaging (01.12.2021)
Published in IEEE transactions on medical imaging (01.12.2021)
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Low-Dose CT With a Residual Encoder-Decoder Convolutional Neural Network
Chen, Hu, Zhang, Yi, Kalra, Mannudeep K., Lin, Feng, Chen, Yang, Liao, Peixi, Zhou, Jiliu, Wang, Ge
Published in IEEE transactions on medical imaging (01.12.2017)
Published in IEEE transactions on medical imaging (01.12.2017)
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Attention Residual Learning for Skin Lesion Classification
Zhang, Jianpeng, Xie, Yutong, Xia, Yong, Shen, Chunhua
Published in IEEE transactions on medical imaging (01.09.2019)
Published in IEEE transactions on medical imaging (01.09.2019)
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A Multi-Organ Nucleus Segmentation Challenge
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Published in IEEE transactions on medical imaging (01.05.2020)
Published in IEEE transactions on medical imaging (01.05.2020)
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Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning
Shin, Hoo-Chang, Roth, Holger R., Gao, Mingchen, Lu, Le, Xu, Ziyue, Nogues, Isabella, Yao, Jianhua, Mollura, Daniel, Summers, Ronald M.
Published in IEEE transactions on medical imaging (01.05.2016)
Published in IEEE transactions on medical imaging (01.05.2016)
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