Towards Retrieving Force Feedback in Robotic-Assisted Surgery: A Supervised Neuro-Recurrent-Vision Approach von Aviles, Angelica I., Alsaleh, Samar M., Hahn, James K., Casals, Alicia

Volltext

LaplaceNet: A Hybrid Graph-Energy Neural Network for Deep Semisupervised Classification von Sellars, Philip, Aviles-Rivero, Angelica I., Schonlieb, Carola-Bibiane

Volltext

Gray whale detection in satellite imagery using deep learning von Green, Katherine M., Virdee, Mala K., Cubaynes, Hannah C., Aviles‐Rivero, Angelica I., Fretwell, Peter T., Gray, Patrick C., Johnston, David W., Schönlieb, Carola‐Bibiane, Torres, Leigh G., Jackson, Jennifer A.

Volltext

Deep learning-based diffusion tensor cardiac magnetic resonance reconstruction: a comparison study von Huang, Jiahao, Ferreira, Pedro F., Wang, Lichao, Wu, Yinzhe, Aviles-Rivero, Angelica I., Schönlieb, Carola-Bibiane, Scott, Andrew D., Khalique, Zohya, Dwornik, Maria, Rajakulasingam, Ramyah, De Silva, Ranil, Pennell, Dudley J., Nielles-Vallespin, Sonia, Yang, Guang

Volltext

Superpixel Contracted Graph-Based Learning for Hyperspectral Image Classification von Sellars, Philip, Aviles-Rivero, Angelica I., Schonlieb, Carola-Bibiane

Volltext

A Three-Stage Self-Training Framework for Semi-Supervised Semantic Segmentation von Ke, Rihuan, Aviles-Rivero, Angelica I., Pandey, Saurabh, Reddy, Saikumar, Schonlieb, Carola-Bibiane

Volltext

Contrastive Registration for Unsupervised Medical Image Segmentation von Liu, Lihao, Aviles-Rivero, Angelica I., Schonlieb, Carola-Bibiane

Volltext

GraphXCOVID: Explainable deep graph diffusion pseudo-Labelling for identifying COVID-19 on chest X-rays von Aviles-Rivero, Angelica I., Sellars, Philip, Schönlieb, Carola-Bibiane, Papadakis, Nicolas

Volltext

Machine Learning for Workflow Applications in Screening Mammography: Systematic Review and Meta-Analysis von Hickman, Sarah E, Woitek, Ramona, Le, Elizabeth Phuong Vi, Im, Yu Ri, Mouritsen Luxhøj, Carina, Aviles-Rivero, Angelica I, Baxter, Gabrielle C, MacKay, James W, Gilbert, Fiona J

Volltext

Robust cardiac motion estimation using ultrafast ultrasound data: a low-rank topology-preserving approach von Aviles, Angelica I, Widlak, Thomas, Casals, Alicia, Nillesen, Maartje M, Ammari, Habib

Volltext

Unsupervised lung CT image registration via stochastic decomposition of deformation fields von Zou, Jing, Song, Youyi, Liu, Lihao, Aviles-Rivero, Angelica I., Qin, Jing

Volltext

Beyond fine-tuning: Classifying high resolution mammograms using function-preserving transformations von Wei, Tao, Aviles-Rivero, Angelica I., Wang, Shuo, Huang, Yuan, Gilbert, Fiona J., Schönlieb, Carola-Bibiane, Chen, Chang Wen

Volltext

STADNet: Spatial-Temporal Attention-Guided Dual-Path Network for cardiac cine MRI super-resolution von Lyu, Jun, Wang, Shuo, Tian, Yapeng, Zou, Jing, Dong, Shunjie, Wang, Chengyan, Aviles-Rivero, Angelica I., Qin, Jing

Volltext

Mirror, Mirror, on the Wall, Who's Got the Clearest Image of Them All?-A Tailored Approach to Single Image Reflection Removal von Heydecker, Daniel, Maierhofer, Georg, Aviles-Rivero, Angelica I., Fan, Qingnan, Chen, Dongdong, Schonlieb, Carola-Bibiane, Susstrunk, Sabine

Volltext

Enhancing global sensitivity and uncertainty quantification in medical image reconstruction with Monte Carlo arbitrary-masked mamba von Huang, Jiahao, Yang, Liutao, Wang, Fanwen, Wu, Yinzhe, Nan, Yang, Wu, Weiwen, Wang, Chengyan, Shi, Kuangyu, Aviles-Rivero, Angelica I., Schönlieb, Carola-Bibiane, Zhang, Daoqiang, Yang, Guang

Volltext

Rethinking medical image reconstruction via shape prior, going deeper and faster: Deep joint indirect registration and reconstruction von Liu, Jiulong, Aviles-Rivero, Angelica I., Ji, Hui, Schönlieb, Carola-Bibiane

Volltext

Compressed sensing plus motion (CS + M): A new perspective for improving undersampled MR image reconstruction von Aviles-Rivero, Angelica I., Debroux, Noémie, Williams, Guy, Graves, Martin J., Schönlieb, Carola-Bibiane

Volltext

CoNIC Challenge: Pushing the frontiers of nuclear detection, segmentation, classification and counting von Graham, Simon, Vu, Quoc Dang, Jahanifar, Mostafa, Weigert, Martin, Schmidt, Uwe, Zhang, Wenhua, Zhang, Jun, Yang, Sen, Xiang, Jinxi, Wang, Xiyue, Rumberger, Josef Lorenz, Baumann, Elias, Hirsch, Peter, Liu, Lihao, Hong, Chenyang, Aviles-Rivero, Angelica I, Jain, Ayushi, Ahn, Heeyoung, Hong, Yiyu, Azzuni, Hussam, Xu, Min, Yaqub, Mohammad, Blache, Marie-Claire, Piégu, Benoît, Vernay, Bertrand, Scherr, Tim, Böhland, Moritz, Löffler, Katharina, Li, Jiachen, Ying, Weiqin, Wang, Chixin, Snead, David, Raza, Shan E Ahmed, Minhas, Fayyaz, Rajpoot, Nasir M

Volltext

Learning optical flow for fast MRI reconstruction von Schmoderer, Timothée, Aviles-Rivero, Angelica I, Corona, Veronica, Debroux, Noémie, Schönlieb, Carola-Bibiane

Volltext

ReTouchImg: Fusioning from-local-to-global context detection and graph data structures for fully-automatic specular reflection removal for endoscopic images von Alsaleh, Samar M., Aviles-Rivero, Angelica I., Hahn, James K.

Volltext