Adapt Everywhere: Unsupervised Adaptation of Point-Clouds and Entropy Minimization for Multi-Modal Cardiac Image Segmentation von Vesal, Sulaiman, Gu, Mingxuan, Kosti, Ronak, Maier, Andreas, Ravikumar, Nishant

Volltext

Spatio-Temporal Multi-Task Learning for Cardiac MRI Left Ventricle Quantification von Vesal, Sulaiman, Gu, Mingxuan, Maier, Andreas, Ravikumar, Nishant

Volltext

Learn2Reg: Comprehensive Multi-Task Medical Image Registration Challenge, Dataset and Evaluation in the Era of Deep Learning von Hering, Alessa, Hansen, Lasse, Mok, Tony C. W., Chung, Albert C. S., Siebert, Hanna, Hager, Stephanie, Lange, Annkristin, Kuckertz, Sven, Heldmann, Stefan, Shao, Wei, Vesal, Sulaiman, Rusu, Mirabela, Sonn, Geoffrey, Estienne, Theo, Vakalopoulou, Maria, Han, Luyi, Huang, Yunzhi, Yap, Pew-Thian, Brudfors, Mikael, Balbastre, Yael, Joutard, Samuel, Modat, Marc, Lifshitz, Gal, Raviv, Dan, Lv, Jinxin, Li, Qiang, Jaouen, Vincent, Visvikis, Dimitris, Fourcade, Constance, Rubeaux, Mathieu, Pan, Wentao, Xu, Zhe, Jian, Bailiang, De Benetti, Francesca, Wodzinski, Marek, Gunnarsson, Niklas, Sjolund, Jens, Grzech, Daniel, Qiu, Huaqi, Li, Zeju, Thorley, Alexander, Duan, Jinming, Grosbrohmer, Christoph, Hoopes, Andrew, Reinertsen, Ingerid, Xiao, Yiming, Landman, Bennett, Huo, Yuankai, Murphy, Keelin, Lessmann, Nikolas, van Ginneken, Bram, Dalca, Adrian V., Heinrich, Mattias P.

Volltext

Fully Automated 3D Cardiac MRI Localisation and Segmentation Using Deep Neural Networks von Vesal, Sulaiman, Maier, Andreas, Ravikumar, Nishant

Volltext

A review of artificial intelligence in prostate cancer detection on imaging von Bhattacharya, Indrani, Khandwala, Yash S., Vesal, Sulaiman, Shao, Wei, Yang, Qianye, Soerensen, Simon J.C., Fan, Richard E., Ghanouni, Pejman, Kunder, Christian A., Brooks, James D., Hu, Yipeng, Rusu, Mirabela, Sonn, Geoffrey A.

Volltext

Implementation of machine learning into clinical breast MRI: Potential for objective and accurate decision-making in suspicious breast masses von Ellmann, Stephan, Wenkel, Evelyn, Dietzel, Matthias, Bielowski, Christian, Vesal, Sulaiman, Maier, Andreas, Hammon, Matthias, Janka, Rolf, Fasching, Peter A., Beckmann, Matthias W., Wendtland, Ruediger Schulz, Uder, Michael, Baeuerle, Tobias

Volltext

RAPHIA: A deep learning pipeline for the registration of MRI and whole-mount histopathology images of the prostate von Shao, Wei, Vesal, Sulaiman, Soerensen, Simon J.C., Bhattacharya, Indrani, Golestani, Negar, Yamashita, Rikiya, Kunder, Christian A., Fan, Richard E., Ghanouni, Pejman, Brooks, James D., Sonn, Geoffrey A., Rusu, Mirabela

Volltext

Prediction and Mapping of Intraprostatic Tumor Extent with Artificial Intelligence von Priester, Alan, Fan, Richard E., Shubert, Joshua, Rusu, Mirabela, Vesal, Sulaiman, Shao, Wei, Khandwala, Yash Samir, Marks, Leonard S., Natarajan, Shyam, Sonn, Geoffrey A.

Volltext

Inter-reader Agreement for Prostate Cancer Detection Using Micro-ultrasound: A Multi-institutional Study von Zhou, Steve R., Choi, Moon Hyung, Vesal, Sulaiman, Kinnaird, Adam, Brisbane, Wayne G., Lughezzani, Giovanni, Maffei, Davide, Fasulo, Vittorio, Albers, Patrick, Zhang, Lichun, Kornberg, Zachary, Fan, Richard E., Shao, Wei, Rusu, Mirabela, Sonn, Geoffrey A.

Volltext

A global benchmark of algorithms for segmenting the left atrium from late gadolinium-enhanced cardiac magnetic resonance imaging von Xiong, Zhaohan, Xia, Qing, Hu, Zhiqiang, Huang, Ning, Bian, Cheng, Zheng, Yefeng, Vesal, Sulaiman, Ravikumar, Nishant, Maier, Andreas, Yang, Xin, Heng, Pheng-Ann, Ni, Dong, Li, Caizi, Tong, Qianqian, Si, Weixin, Puybareau, Elodie, Khoudli, Younes, Géraud, Thierry, Chen, Chen, Bai, Wenjia, Rueckert, Daniel, Xu, Lingchao, Zhuang, Xiahai, Luo, Xinzhe, Jia, Shuman, Sermesant, Maxime, Liu, Yashu, Wang, Kuanquan, Borra, Davide, Masci, Alessandro, Corsi, Cristiana, de Vente, Coen, Veta, Mitko, Karim, Rashed, Preetha, Chandrakanth Jayachandran, Engelhardt, Sandy, Qiao, Menyun, Wang, Yuanyuan, Tao, Qian, Nuñez-Garcia, Marta, Camara, Oscar, Savioli, Nicolo, Lamata, Pablo, Zhao, Jichao

Volltext

Cardiac segmentation on late gadolinium enhancement MRI: A benchmark study from multi-sequence cardiac MR segmentation challenge von Zhuang, Xiahai, Xu, Jiahang, Luo, Xinzhe, Chen, Chen, Ouyang, Cheng, Rueckert, Daniel, Campello, Victor M., Lekadir, Karim, Vesal, Sulaiman, RaviKumar, Nishant, Liu, Yashu, Luo, Gongning, Chen, Jingkun, Li, Hongwei, Ly, Buntheng, Sermesant, Maxime, Roth, Holger, Zhu, Wentao, Wang, Jiexiang, Ding, Xinghao, Wang, Xinyue, Yang, Sen, Li, Lei

Volltext

Domain generalization for prostate segmentation in transrectal ultrasound images: A multi-center study von Vesal, Sulaiman, Gayo, Iani, Bhattacharya, Indrani, Natarajan, Shyam, Marks, Leonard S., Barratt, Dean C, Fan, Richard E., Hu, Yipeng, Sonn, Geoffrey A., Rusu, Mirabela

Volltext

Dilated Convolutions in Neural Networks for Left Atrial Segmentation in 3D Gadolinium Enhanced-MRI von Vesal, Sulaiman, Ravikumar, Nishant, Maier, Andreas

Volltext

Classification of Breast Cancer Histology Images Using Transfer Learning von Vesal, Sulaiman, Ravikumar, Nishant, Davari, AmirAbbas, Ellmann, Stephan, Maier, Andreas

Volltext

Automated Multi-sequence Cardiac MRI Segmentation Using Supervised Domain Adaptation von Sulaiman Vesal, Ravikumar, Nishant, Maier, Andreas

Volltext

An Effective and Fast Hybrid Framework for Color Image Retrieval von Walia, Ekta, Vesal, Sulaiman, Pal, Aman

Volltext

Dilated deeply supervised networks for hippocampus segmentation in MRI von Folle, Lukas, Sulaiman Vesal, Ravikumar, Nishant, Maier, Andreas

Volltext

Automated Multi-sequence Cardiac MRI Segmentation Using Supervised Domain Adaptation von Vesal, Sulaiman, Ravikumar, Nishant, Maier, Andreas

Volltext

Dilated Convolutions in Neural Networks for Left Atrial Segmentation in 3D Gadolinium Enhanced-MRI von Sulaiman Vesal, Ravikumar, Nishant, Maier, Andreas

Volltext

SkinNet: A Deep Learning Framework for Skin Lesion Segmentation von Sulaiman Vesal, Ravikumar, Nishant, Maier, Andreas

Volltext