Shadi Albarqouni

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

Venues

Active years

2015–2025

Best venue rank

Where they publish

Papers

37 indexed papers, newest first.

Year	Venue	Title	Authors
2025	MICCAI	Bias and Generalizability of Foundation Models Across Datasets in Breast Mammography.	Elodie Germani, Ilayda Selin Trk, Fatima Zeineddine, Charbel Mourad, Shadi Albarqouni
2024	MICCAI	Affordable Deep Learning for Diagnosing Inherited and Common Retinal Diseases via Color Fundus Photography.	Elyes Farjallah, Said El Shamieh, Razieh Rezaei, Philipp Herrmann, Sandrine H. Knzel, Frank G. Holz, Shadi Albarqouni
2023	AAAI	Joint Self-Supervised Image-Volume Representation Learning with Intra-inter Contrastive Clustering.	Duy M. H. Nguyen, Hoang Nguyen, Truong Thanh Nhat Mai, Tri Cao, Binh T. Nguyen, Nhat Ho, Paul Swoboda, Shadi Albarqouni, Pengtao Xie, Daniel Sonntag
2022	MICCAI	Anomaly-Aware Multiple Instance Learning for Rare Anemia Disorder Classification.	Salome Kazeminia, Ario Sadafi, Asya Makhro, Anna Bogdanova, Shadi Albarqouni, Carsten Marr
2022	MICCAI	Unsupervised Cross-Domain Feature Extraction for Single Blood Cell Image Classification.	Raheleh Salehi, Ario Sadafi, Armin Gruber, Peter Lienemann, Nassir Navab, Shadi Albarqouni, Carsten Marr
2022	MICCAI	What Can We Learn About a Generated Image Corrupting Its Latent Representation?	Agnieszka Tomczak, Aarushi Gupta, Slobodan Ilic, Nassir Navab, Shadi Albarqouni
2021	AAAI	Semi-Supervised Few-Shot Learning with Prototypical Random Walks.	Ahmed Ayyad, Yuchen Li, Raden Muaz, Shadi Albarqouni, Mohamed Elhoseiny
2021	MICCAI	FedPerl: Semi-supervised Peer Learning for Skin Lesion Classification.	Tariq M. Bdair, Nassir Navab, Shadi Albarqouni
2021	MICCAI	Sickle Cell Disease Severity Prediction from Percoll Gradient Images Using Graph Convolutional Networks.	Ario Sadafi, Asya Makhro, Leonid Livshits, Nassir Navab, Anna Bogdanova, Shadi Albarqouni, Carsten Marr
2020	ECCV	6D Camera Relocalization in Ambiguous Scenes via Continuous Multimodal Inference.	Mai Bui, Tolga Birdal, Haowen Deng, Shadi Albarqouni, Leonidas J. Guibas, Slobodan Ilic, Nassir Navab
2020	ECCV	Fairness by Learning Orthogonal Disentangled Representations.	Mhd Hasan Sarhan, Nassir Navab, Abouzar Eslami, Shadi Albarqouni
2020	MICCAI	SteGANomaly: Inhibiting CycleGAN Steganography for Unsupervised Anomaly Detection in Brain MRI.	Christoph Baur, Robert Graf, Benedikt Wiestler, Shadi Albarqouni, Nassir Navab
2020	MICCAI	Scale-Space Autoencoders for Unsupervised Anomaly Segmentation in Brain MRI.	Christoph Baur, Benedikt Wiestler, Shadi Albarqouni, Nassir Navab
2020	MICCAI	Attention Based Multiple Instance Learning for Classification of Blood Cell Disorders.	Ario Sadafi, Asya Makhro, Anna Bogdanova, Nassir Navab, Tingying Peng, Shadi Albarqouni, Carsten Marr
2020	MICCAI	On the Fairness of Privacy-Preserving Representations in Medical Applications.	Mhd Hasan Sarhan, Nassir Navab, Abouzar Eslami, Shadi Albarqouni
2020	MICCAI	Retinal Layer Segmentation Reformulated as OCT Language Processing.	Arianne Tran, Jakob Weiss, Shadi Albarqouni, Shahrooz Faghih Roohi, Nassir Navab
2020	MICCAI	Inverse Distance Aggregation for Federated Learning with Non-IID Data.	Yousef Yeganeh, Azade Farshad, Nassir Navab, Shadi Albarqouni
2019	MICCAI	Adaptive Image-Feature Learning for Disease Classification Using Inductive Graph Networks.	Hendrik Burwinkel, Anees Kazi, Gerome Vivar, Shadi Albarqouni, Guillaume Zahnd, Nassir Navab, Seyed-Ahmad Ahmadi
2019	MICCAI	Learning-Based X-Ray Image Denoising Utilizing Model-Based Image Simulations.	Sai Gokul Hariharan, Christian Kaethner, Norbert Strobel, Markus Kowarschik, Shadi Albarqouni, Rebecca Fahrig, Nassir Navab
2019	MICCAI	Graph Convolution Based Attention Model for Personalized Disease Prediction.	Anees Kazi, Shayan Shekarforoush, S. Arvind Krishna, Hendrik Burwinkel, Gerome Vivar, Benedikt Wiestler, Karsten Kortm, Seyed-Ahmad Ahmadi, Shadi Albarqouni, Nassir Navab
2019	MICCAI	Learning Interpretable Features via Adversarially Robust Optimization.	Ashkan Khakzar, Shadi Albarqouni, Nassir Navab
2019	MICCAI	Perceptual Embedding Consistency for Seamless Reconstruction of Tilewise Style Transfer.	Amal Lahiani, Nassir Navab, Shadi Albarqouni, Eldad Klaiman
2019	MICCAI	Multi-scale Microaneurysms Segmentation Using Embedding Triplet Loss.	Mhd Hasan Sarhan, Shadi Albarqouni, Mehmet Yigitsoy, Nassir Navab, Abouzar Eslami
2019	MICCAI	Learning Interpretable Disentangled Representations Using Adversarial VAEs.	Mhd Hasan Sarhan, Abouzar Eslami, Nassir Navab, Shadi Albarqouni
2018	BMVC	Scene Coordinate and Correspondence Learning for Image-Based Localization.	Mai Bui, Shadi Albarqouni, Slobodan Ilic, Nassir Navab
2018	ICRA	When Regression Meets Manifold Learning for Object Recognition and Pose Estimation.	Mai Bui, Sergey Zakharov, Shadi Albarqouni, Slobodan Ilic, Nassir Navab
2018	MICCAI	Generating Highly Realistic Images of Skin Lesions with GANs.	Christoph Baur, Shadi Albarqouni, Nassir Navab
2018	MICCAI	Deep Autoencoding Models for Unsupervised Anomaly Segmentation in Brain MR Images.	Christoph Baur, Benedikt Wiestler, Shadi Albarqouni, Nassir Navab
2018	MICCAI	Multiple Device Segmentation for Fluoroscopic Imaging Using Multi-task Learning.	Katharina Breininger, Tobias Wrfl, Tanja Kurzendorfer, Shadi Albarqouni, Marcus Pfister, Markus Kowarschik, Nassir Navab, Andreas K. Maier
2018	MICCAI	Domain and Geometry Agnostic CNNs for Left Atrium Segmentation in 3D Ultrasound.	Markus A. Degel, Nassir Navab, Shadi Albarqouni
2018	MICCAI	Capsule Networks Against Medical Imaging Data Challenges.	Amelia Jimnez-Snchez, Shadi Albarqouni, Diana Mateus
2017	MICCAI	X-Ray In-Depth Decomposition: Revealing the Latent Structures.	Shadi Albarqouni, Javad Fotouhi, Nassir Navab
2017	MICCAI	Semi-supervised Deep Learning for Fully Convolutional Networks.	Christoph Baur, Shadi Albarqouni, Nassir Navab
2017	MICCAI	Automatic Classification of Proximal Femur Fractures Based on Attention Models.	Anees Kazi, Shadi Albarqouni, Amelia Jimnez-Snchez, Sonja Kirchhoff, Peter Biberthaler, Nassir Navab, Diana Mateus
2017	WACV	X-Ray PoseNet: 6 DoF Pose Estimation for Mobile X-Ray Devices.	Mai Bui, Shadi Albarqouni, Michael Schrapp, Nassir Navab, Slobodan Ilic
2016	MICCAI	Playsourcing: A Novel Concept for Knowledge Creation in Biomedical Research.	Shadi Albarqouni, Stefan Matl, Maximilian Baust, Nassir Navab, Stefanie Demirci
2015	BMVC	Multi-scale Graph-based Guided Filter for De-noising Cryo-Electron Tomographic Data.	Shadi Albarqouni, Maximilian Baust, Sailesh Conjeti, Asharf Al-Amoudi, Nassir Navab