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Fetal Brain Tissue Annotation and Segmentation Challenge Results


Apr 20, 2022
Kelly Payette, Hongwei Li, Priscille de Dumast, Roxane Licandro, Hui Ji, Md Mahfuzur Rahman Siddiquee, Daguang Xu, Andriy Myronenko, Hao Liu, Yuchen Pei, Lisheng Wang, Ying Peng, Juanying Xie, Huiquan Zhang, Guiming Dong, Hao Fu, Guotai Wang, ZunHyan Rieu, Donghyeon Kim, Hyun Gi Kim, Davood Karimi, Ali Gholipour, Helena R. Torres, Bruno Oliveira, João L. Vilaça, Yang Lin, Netanell Avisdris, Ori Ben-Zvi, Dafna Ben Bashat, Lucas Fidon, Michael Aertsen, Tom Vercauteren, Daniel Sobotka, Georg Langs, Mireia Alenyà, Maria Inmaculada Villanueva, Oscar Camara, Bella Specktor Fadida, Leo Joskowicz, Liao Weibin, Lv Yi, Li Xuesong, Moona Mazher, Abdul Qayyum, Domenec Puig, Hamza Kebiri, Zelin Zhang, Xinyi Xu, Dan Wu, KuanLun Liao, YiXuan Wu, JinTai Chen, Yunzhi Xu, Li Zhao, Lana Vasung, Bjoern Menze, Meritxell Bach Cuadra, Andras Jakab

* Results from FeTA Challenge 2021, held at MICCAI; Manuscript submitted 

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GCNDepth: Self-supervised Monocular Depth Estimation based on Graph Convolutional Network


Dec 13, 2021
Armin Masoumian, Hatem A. Rashwan, Saddam Abdulwahab, Julian Cristiano, Domenec Puig

* 10 pages, Submitted to IEEE transactions on intelligent transportation systems 

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Absolute distance prediction based on deep learning object detection and monocular depth estimation models


Nov 02, 2021
Armin Masoumian, David G. F. Marei, Saddam Abdulwahab, Julian Cristiano, Domenec Puig, Hatem A. Rashwan

* 10 pages, Submitted to 23rd International Conference of the Catalan Association for Artificial Intelligence (CCIA 2021) 

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AWEU-Net: An Attention-Aware Weight Excitation U-Net for Lung Nodule Segmentation


Oct 11, 2021
Syeda Furruka Banu, Md. Mostafa Kamal Sarker, Mohamed Abdel-Nasser, Domenec Puig, Hatem A. Raswan

* 15 pages, submitted to MDPI applied sciences journal 

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Adversarial Learning with Multiscale Features and Kernel Factorization for Retinal Blood Vessel Segmentation


Jul 05, 2019
Farhan Akram, Vivek Kumar Singh, Hatem A. Rashwan, Mohamed Abdel-Nasser, Md. Mostafa Kamal Sarker, Nidhi Pandey, Domenec Puig

* 9 pages, 4 figures 

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An Efficient Solution for Breast Tumor Segmentation and Classification in Ultrasound Images Using Deep Adversarial Learning


Jul 01, 2019
Vivek Kumar Singh, Hatem A. Rashwan, Mohamed Abdel-Nasser, Md. Mostafa Kamal Sarker, Farhan Akram, Nidhi Pandey, Santiago Romani, Domenec Puig

* 9 pages 

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MobileGAN: Skin Lesion Segmentation Using a Lightweight Generative Adversarial Network


Jul 01, 2019
Md. Mostafa Kamal Sarker, Hatem A. Rashwan, Mohamed Abdel-Nasser, Vivek Kumar Singh, Syeda Furruka Banu, Farhan Akram, Forhad U H Chowdhury, Kabir Ahmed Choudhury, Sylvie Chambon, Petia Radeva, Domenec Puig

* 9 pages 

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Hierarchical approach to classify food scenes in egocentric photo-streams


May 10, 2019
Estefania Talavera, Maria Leyva-Vallina, Md. Mostafa Kamal Sarker, Domenec Puig, Nicolai Petkov, Petia Radeva


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Breast Tumor Segmentation and Shape Classification in Mammograms using Generative Adversarial and Convolutional Neural Network


Oct 23, 2018
Vivek Kumar Singh, Hatem A. Rashwan, Santiago Romani, Farhan Akram, Nidhi Pandey, Md. Mostafa Kamal Sarker, Adel Saleh, Meritexell Arenas, Miguel Arquez, Domenec Puig, Jordina Torrents-Barrena

* 33 pages, Submitted to Expert Systems with Applications 

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Identification and Visualization of the Underlying Independent Causes of the Diagnostic of Diabetic Retinopathy made by a Deep Learning Classifier


Sep 23, 2018
Jordi de la Torre, Aida Valls, Domenec Puig, Pere Romero-Aroca


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