ProfileOfResearchers

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TITLE: Why is the winner the best?
AUTHORS: Eisenmann, M.; Reinke, A.; Weru, V.; Tizabi, M. D.; Isensee, F.; Adler, T. J.; Ali, S.; Andrearczyk, V.; Aubreville, M.; Baid, U.; Bakas, S.; Balu, N.; Bano, S.; Bernal, J.; Bodenstedt, S.; Casella, A.; Cheplygina, V.; Daum, M.; de Bruijne, M.; Depeursinge, A.; Dorent, R.; Egger, J.; Ellis, D. G.; Engelhardt, S.; Ganz, M.; Ghatwary, N.; Girard, G.; Godau, P.; Gupta, A.; Hansen, L.; Harada, K.; Heinrich, M.; Heller, N.; Hering, A.; Huaulme, A.; Jannin, P.; Kavur, A. E.; Kodym, O.; Kozubek, M.; Li, J.; Li, H.; Ma, J.; Martin Isla, C.; Menze, B.; Noble, A.; Oreiller, V.; Padoy, N.; Pati, S.; Payette, K.; Raedsch, T.; Rafael Patino, J.; Bawa, V. Singh; Speidel, S.; Sudre, C. H.; van Wijnen, K.; Wagner, M.; Wei, D.; Yamlahi, A.; Yap, M. H.; Yuan, C.; Zenk, M.; Zia, A.; Zimmerer, D.; Aydogan, D.; Bhattarai, B.; Bloch, L.; Bruengel, R.; Cho, J.; Choi, C.; Dou, Q.; Ezhov, I.; Friedrich, C. M.; Fuller, C.; Gaire, R. R.; Galdran, A.; Faura, A. Garcia; Grammatikopoulou, M.; Hong, S.; Jahanifar, M.; Jang, I.; Kadkhodamohammadi, A.; Kang, I.; Kofler, F.; Kondo, S.; Kuijf, H.; Li, M.; Luu, M.; Martincic, T.; Morais, P. ; Naser, M. A.; Oliveira, B.; Owen, D.; Pang, S.; Park, J.; Park, S.; Plotka, S.; Puybareau, E.; Rajpoot, N.; Ryu, K.; Saeed, N.; Shephard, A.; Shi, P.; Stepec, D.; Subedi, R.; Tochon, G.; Torres, H. R.; Urien, H.; Vilaca, J. L.; Wahid, K. A.; Wang, H.; Wang, J.; Wang, L.; Wang, X.; Wiestler, B.; Wodzinski, M.; Xia, F.; Xie, J.; Xiong, Z.; Yang, S.; Yang, Y.; Zhao, Z.; Maier Hein, K.; Jaeger, P. F.; Kopp Schneider, A.; Maier Hein, L.; ...More
PUBLISHED: 2023, SOURCE: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) in 2023 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), VOLUME: 2023-June

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TITLE: Comparative analysis of deep learning methods for lesion detection on full screening mammography Full Text
AUTHORS: Ribeiro, Raul Ferrete; Torres, Helena R.; Oliveira, Bruno; Morais, Pedro ; Vilaca, Joao L.;
PUBLISHED: 2023, SOURCE: 45th Annual International Conference of the IEEE-Engineering-in-Medicine-and-Biology-Society (EMBC) in 2023 45TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE & BIOLOGY SOCIETY, EMBC

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DBLP

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TITLE: Classification of Continuous ECG Segments - Performance Analysis of a Deep Learning Model Full Text
AUTHORS: Barbosa, Luis C. N.; Lopes, Diogo; Escrivaes, Ines; Moreira, Antonio H. J.; Carvalho, Vitor; Vilaca, Joao L.; Morais, Pedro ;
PUBLISHED: 2023, SOURCE: 45th Annual International Conference of the IEEE-Engineering-in-Medicine-and-Biology-Society (EMBC) in 2023 45TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE & BIOLOGY SOCIETY, EMBC

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TITLE: Robust 3D breast reconstruction based on monocular images and artificial intelligence for robotic guided oncological interventions Full Text
AUTHORS: Duarte, Bruno; Oliveira, Bruno; Torres, Helena R.; Morais, Pedro ; Fonseca, Jaime C. ; Vilaca, Joao L.;
PUBLISHED: 2023, SOURCE: 45th Annual International Conference of the IEEE-Engineering-in-Medicine-and-Biology-Society (EMBC) in 2023 45TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE & BIOLOGY SOCIETY, EMBC

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TITLE: Dual consistency loss for contour-aware segmentation in medical images Full Text
AUTHORS: Torres, Helena R.; Oliveira, Bruno; Fonseca, Jaime C. ; Morais, Pedro ; Vilaca, Joao L.;
PUBLISHED: 2023, SOURCE: 45th Annual International Conference of the IEEE-Engineering-in-Medicine-and-Biology-Society (EMBC) in 2023 45TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE & BIOLOGY SOCIETY, EMBC

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TITLE: CycleGAN-Based Image to Image Translation for Realistic Surgical Training Phantoms Full Text
AUTHORS: Rodrigues, N. S.; Torres, H. R.; Morais, P. ; Buschle, L. R.; Haag, S.; Correia Pinto, J.; Lima, E.; Vilaca, J. L.;
PUBLISHED: 2023, SOURCE: 45th Annual International Conference of the IEEE-Engineering-in-Medicine-and-Biology-Society (EMBC) in 2023 45TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE & BIOLOGY SOCIETY, EMBC

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TITLE: Deep Learning Networks for Breast Lesion Classification in Ultrasound Images: A Comparative Study
AUTHORS: Ferreira, Margarida R.; Torres, Helena R.; Oliveira, Bruno; de Araujo, Augusto R. V. F.; Morais, Pedro ; Paulo Novais ; Vilaca, Joao L.;
PUBLISHED: 2023, SOURCE: 45th Annual International Conference of the IEEE-Engineering-in-Medicine-and-Biology-Society (EMBC) in 2023 45TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE & BIOLOGY SOCIETY, EMBC

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TITLE: A Comparative Study of Deep Learning Methods for Multi-Class Semantic Segmentation of 2D Kidney Ultrasound Images
AUTHORS: Valente, Simao; Morais, Pedro ; Tones, Helena R.; Oliveira, Bruno; Buschle, L. R.; Fritz, A.; Correia Pinto, Jorge; Lima, Estevao; Vilaca, Joao L.;
PUBLISHED: 2023, SOURCE: 45th Annual International Conference of the IEEE-Engineering-in-Medicine-and-Biology-Society (EMBC) in 2023 45TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE & BIOLOGY SOCIETY, EMBC

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TITLE: Deep learning networks in the segmentation of the left atrial appendage in 2D ultrasound: A comparative analysis Full Text
AUTHORS: Fernandes, Rafael; Torres, Helena R.; Oliveira, Bruno; Azevedo, Joao; Fan, Karen; Lee, Alex P.; Vilaca, Joao L.; Morais, Pedro ;
PUBLISHED: 2023, SOURCE: 45th Annual International Conference of the IEEE-Engineering-in-Medicine-and-Biology-Society (EMBC) in 2023 45TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE & BIOLOGY SOCIETY, EMBC

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