Publications |https://albarqouni.github.io/publications/PublicationsHugoBlox Kit (https://hugoblox.com)en-ushttps://albarqouni.github.io/media/logo_hu_43a0798e7da4e673.pngPublicationshttps://albarqouni.github.io/publications/K-MaT: Knowledge-Anchored Manifold Transport for Cross-Modal Prompt Learning in Medical Imaginghttps://albarqouni.github.io/publications/zeng-2026-k/Sun, 27 Sep 2026 00:00:00 +0000https://albarqouni.github.io/publications/zeng-2026-k/PromptGate: Client-Adaptive Vision–Language Gating for Open-Set Federated Active Learninghttps://albarqouni.github.io/publications/nesturi-2026-promptgate/Sun, 27 Sep 2026 00:00:00 +0000https://albarqouni.github.io/publications/nesturi-2026-promptgate/Entwicklung einer künstlichen Intelligenz zur ultraschallgestützten Detektion der Riesenzellarteriitishttps://albarqouni.github.io/publications/bauer-2026-entwicklung/Wed, 09 Sep 2026 00:00:00 +0000https://albarqouni.github.io/publications/bauer-2026-entwicklung/When multi-institutional dataset aggregation masks shortcut-like behavior in Foundation Models for medical imaginghttps://albarqouni.github.io/publications/germani-2026-multi/Tue, 01 Sep 2026 00:00:00 +0000https://albarqouni.github.io/publications/germani-2026-multi/Federated CT foundation models for multi-center detection of lymph node metastasis in pancreatic cancerhttps://albarqouni.github.io/publications/bhalla-2026-federated/Thu, 09 Apr 2026 00:00:00 +0000https://albarqouni.github.io/publications/bhalla-2026-federated/Artificial intelligence for ultrasound-based detection of giant cell arteritishttps://albarqouni.github.io/publications/bauer-2026-artificial/Thu, 01 Jan 2026 00:00:00 +0000https://albarqouni.github.io/publications/bauer-2026-artificial/INTERACT-CMIL: Multi-Task Shared Learning and Inter-Task Consistency for Conjunctival Melanocytic Intraepithelial Lesion Gradinghttps://albarqouni.github.io/publications/ikinci-2026-interact/Thu, 01 Jan 2026 00:00:00 +0000https://albarqouni.github.io/publications/ikinci-2026-interact/KI-gestützte datenschutzkonforme multizentrische Vorhersage lymphogener Metastasierung beim Pankreaskarzinom mittels eines föderierter CT-Foundation-Modellehttps://albarqouni.github.io/publications/coerper-2026-ki/Thu, 01 Jan 2026 00:00:00 +0000https://albarqouni.github.io/publications/coerper-2026-ki/Mapping the integration of artificial intelligence and digital technologies in health technology assessment: a scoping review protocol of global knowledge and practiceshttps://albarqouni.github.io/publications/alkhaldi-2026-mapping/Thu, 01 Jan 2026 00:00:00 +0000https://albarqouni.github.io/publications/alkhaldi-2026-mapping/ProSona: Prompt-Guided Personalization for Multi-Expert Medical Image Segmentationhttps://albarqouni.github.io/publications/elgebaly-2026-prosona/Thu, 01 Jan 2026 00:00:00 +0000https://albarqouni.github.io/publications/elgebaly-2026-prosona/MRIQT: Physics-Aware Diffusion Model for Image Quality Transfer in Neonatal Ultra-Low-Field MRIhttps://albarqouni.github.io/publications/al-2026-mriqt/Mon, 17 Nov 2025 00:00:00 +0000https://albarqouni.github.io/publications/al-2026-mriqt/Multi-center Collaboration for Improved Lymph Node Metastasis Detection in Pancreatic Ductal Adenocarcinomahttps://albarqouni.github.io/publications/gaviria-2025-multi/Tue, 03 Jun 2025 00:00:00 +0000https://albarqouni.github.io/publications/gaviria-2025-multi/OP0343 The ClaudicAItio Model: Ultrasound Image Classification in Giant Cell Arteritis by Application of Artificial Intelligencehttps://albarqouni.github.io/publications/bauer-2025-op-0343/Sun, 01 Jun 2025 00:00:00 +0000https://albarqouni.github.io/publications/bauer-2025-op-0343/An efficient screening of dissolution modulators of Mg alloys: Combining high-throughput multi-well exposure with topographical quantification of volume loss and pitting corrosionhttps://albarqouni.github.io/publications/song-2025-efficient/Wed, 01 Jan 2025 00:00:00 +0000https://albarqouni.github.io/publications/song-2025-efficient/Artery-Fusion Deep Learning for Enhanced Ultrasound Diagnosis of Giant Cell Arteritishttps://albarqouni.github.io/publications/schaab-2024-artery/Wed, 01 Jan 2025 00:00:00 +0000https://albarqouni.github.io/publications/schaab-2024-artery/Bias and generalizability of foundation models across datasets in breast mammographyhttps://albarqouni.github.io/publications/germani-2025-bias/Wed, 01 Jan 2025 00:00:00 +0000https://albarqouni.github.io/publications/germani-2025-bias/Bridging Regulatory Science and Medical Imaging Evaluation; and Distributed, Collaborative, and Federated Learning: First International Workshop, BRIDGE 2025, and 6th International Workshop, DeCaF 2025, Held in Conjunction with MICCAI 2025, Daejeon, South Korea, September 23 and September 27, 2025, Proceedingshttps://albarqouni.github.io/publications/zamzmi-2025-bridging/Wed, 01 Jan 2025 00:00:00 +0000https://albarqouni.github.io/publications/zamzmi-2025-bridging/Deep Learning for Lymph Node Metastasis Detection in Pancreatic Ductal Adenocarcinomahttps://albarqouni.github.io/publications/gaviria-2025-deep/Wed, 01 Jan 2025 00:00:00 +0000https://albarqouni.github.io/publications/gaviria-2025-deep/Enhancing patient-specific deep learning based segmentation for abdominal magnetic resonance imaging-guided radiation therapy: a framework conditioned on prior segmentationhttps://albarqouni.github.io/publications/de-2025-enhancing/Wed, 01 Jan 2025 00:00:00 +0000https://albarqouni.github.io/publications/de-2025-enhancing/Exploring the limit of image resolution for human expert classification of vascular ultrasound images in giant cell arteritis and healthy subjects: the GCA-US-AI projecthttps://albarqouni.github.io/publications/bauer-2025-exploring/Wed, 01 Jan 2025 00:00:00 +0000https://albarqouni.github.io/publications/bauer-2025-exploring/FUTURE-AI: International consensus guideline for trustworthy and deployable artificial intelligence in healthcarehttps://albarqouni.github.io/publications/lekadir-2025-future/Wed, 01 Jan 2025 00:00:00 +0000https://albarqouni.github.io/publications/lekadir-2025-future/Implementation and clinical evaluation of an in-house thoracic auto-segmentation model for 0.35 T magnetic resonance imaging guided radiotherapyhttps://albarqouni.github.io/publications/delopoulos-2025-implementation/Wed, 01 Jan 2025 00:00:00 +0000https://albarqouni.github.io/publications/delopoulos-2025-implementation/Investigation of the image resolution limit for human interpretation of ultrasound images in giant cell arteritis and healthy subjects-the GCA-US-AI projecthttps://albarqouni.github.io/publications/bauer-2025-investigation/Wed, 01 Jan 2025 00:00:00 +0000https://albarqouni.github.io/publications/bauer-2025-investigation/Leveraging Collective Intelligence for Inclusive Global Healthcarehttps://albarqouni.github.io/publications/albarqouni-2025-leveraging/Wed, 01 Jan 2025 00:00:00 +0000https://albarqouni.github.io/publications/albarqouni-2025-leveraging/Stronger together: advancing equity in global health research partnershipshttps://albarqouni.github.io/publications/ingenhoff-2025-stronger/Wed, 01 Jan 2025 00:00:00 +0000https://albarqouni.github.io/publications/ingenhoff-2025-stronger/Unleashing the power of AI in predicting the technological and phenolic maturity of pomegranates cultivated in Lebanonhttps://albarqouni.github.io/publications/ghannoum-2025-unleashing/Wed, 01 Jan 2025 00:00:00 +0000https://albarqouni.github.io/publications/ghannoum-2025-unleashing/MR Fingerprinting and Apparent Diffusion Coefficient Mapping for Quantitative Characterization of Clinically Significant Prostate Cancerhttps://albarqouni.github.io/publications/wichtmann-2024-mr/Sat, 04 May 2024 00:00:00 +0000https://albarqouni.github.io/publications/wichtmann-2024-mr/Affordable Deep Learning for Diagnosing Inherited and Common Retinal Diseases via Color Fundus Photographyhttps://albarqouni.github.io/publications/farjallah-2024-affordable/Mon, 01 Jan 2024 00:00:00 +0000https://albarqouni.github.io/publications/farjallah-2024-affordable/CloverNet--Leveraging Planning Annotations for Enhanced Procedural MR Segmentation: An Application to Adaptive Radiation Therapyhttps://albarqouni.github.io/publications/de-2024-clovernet/Mon, 01 Jan 2024 00:00:00 +0000https://albarqouni.github.io/publications/de-2024-clovernet/Editorial for the Special Issue on the 2022 Medical Imaging with Deep Learning Conferencehttps://albarqouni.github.io/publications/albarqouni-2024-editorial/Mon, 01 Jan 2024 00:00:00 +0000https://albarqouni.github.io/publications/albarqouni-2024-editorial/Robust Federated Learning Methodology for Automatic Chest X-Ray Diagnosishttps://albarqouni.github.io/publications/del-2024-robust/Mon, 01 Jan 2024 00:00:00 +0000https://albarqouni.github.io/publications/del-2024-robust/SegSTRONG-C: Segmenting Surgical Tools Robustly On Non-adversarial Generated Corruptions--An EndoVis' 24 Challengehttps://albarqouni.github.io/publications/ding-2024-segstrong/Mon, 01 Jan 2024 00:00:00 +0000https://albarqouni.github.io/publications/ding-2024-segstrong/Two-Steps Approach for Breast Cancer Detection and Classification Using Convolutional Neural Networks.https://albarqouni.github.io/publications/shubeitah-2024-two/Mon, 01 Jan 2024 00:00:00 +0000https://albarqouni.github.io/publications/shubeitah-2024-two/Semi-Supervised Learning for Prostate Lesion Detection and Segmentationhttps://albarqouni.github.io/publications/bergau-2023-semi/Wed, 01 Nov 2023 00:00:00 +0000https://albarqouni.github.io/publications/bergau-2023-semi/LYSTO: The lymphocyte assessment hackathon and benchmark datasethttps://albarqouni.github.io/publications/jiao-2023-lysto/Wed, 25 Oct 2023 00:00:00 +0000https://albarqouni.github.io/publications/jiao-2023-lysto/Ascertaining the pose of an x-ray unit relative to an object on the basis of a digital model of the objecthttps://albarqouni.github.io/publications/albarqouni-2023-ascertaining/Mon, 01 May 2023 00:00:00 +0000https://albarqouni.github.io/publications/albarqouni-2023-ascertaining/Deep Learning-based Quantification of Aortic Macroangiopathy Improves Prediction of Cardiovascular Mortality in the National Lung Screening Trial (NLST)https://albarqouni.github.io/publications/rau-2023-deep/Wed, 01 Mar 2023 00:00:00 +0000https://albarqouni.github.io/publications/rau-2023-deep/Digital staining of white blood cells with confidence estimationhttps://albarqouni.github.io/publications/tomczak-2023-digital/Sun, 01 Jan 2023 00:00:00 +0000https://albarqouni.github.io/publications/tomczak-2023-digital/Enhancing oncological care: A guide to setting up a new multidisciplinary cancer cachexia clinic within a tertiary centrehttps://albarqouni.github.io/publications/ko-2024-enhancing/Sun, 01 Jan 2023 00:00:00 +0000https://albarqouni.github.io/publications/ko-2024-enhancing/Evolving the era of 5D ultrasound? A systematic literature review on the applications for artificial intelligence ultrasound imaging in obstetrics and gynecologyhttps://albarqouni.github.io/publications/jost-2023-evolving/Sun, 01 Jan 2023 00:00:00 +0000https://albarqouni.github.io/publications/jost-2023-evolving/Guest Editorial Special Issue on Federated Learning for Medical Imaging: Enabling Collaborative Development of Robust AI Modelshttps://albarqouni.github.io/publications/roth-2023-guest/Sun, 01 Jan 2023 00:00:00 +0000https://albarqouni.github.io/publications/roth-2023-guest/Joint self-supervised image-volume representation learning with intra-inter contrastive clusteringhttps://albarqouni.github.io/publications/nguyen-2023-joint/Sun, 01 Jan 2023 00:00:00 +0000https://albarqouni.github.io/publications/nguyen-2023-joint/Lvm-med: Learning large-scale self-supervised vision models for medical imaging via second-order graph matchinghttps://albarqouni.github.io/publications/mh-2023-lvm/Sun, 01 Jan 2023 00:00:00 +0000https://albarqouni.github.io/publications/mh-2023-lvm/Medical Image Computing and Computer Assisted Intervention--MICCAI 2023 Workshops: ISIC 2023, Care-AI 2023, MedAGI 2023, DeCaF 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 8--12, 2023, Proceedingshttps://albarqouni.github.io/publications/celebi-2023-medical/Sun, 01 Jan 2023 00:00:00 +0000https://albarqouni.github.io/publications/celebi-2023-medical/Transformer based models for unsupervised anomaly segmentation in brain MR imageshttps://albarqouni.github.io/publications/ghorbel-2022-transformer/Sun, 01 Jan 2023 00:00:00 +0000https://albarqouni.github.io/publications/ghorbel-2022-transformer/Federated disentangled representation learning for unsupervised brain anomaly detectionhttps://albarqouni.github.io/publications/bercea-2022-federated/Sat, 01 Oct 2022 00:00:00 +0000https://albarqouni.github.io/publications/bercea-2022-federated/Determining a pose of an object in the surroundings of the object by means of multi-task learninghttps://albarqouni.github.io/publications/zakharov-2022-determining/Tue, 01 Feb 2022 00:00:00 +0000https://albarqouni.github.io/publications/zakharov-2022-determining/Anomaly-aware multiple instance learning for rare anemia disorder classificationhttps://albarqouni.github.io/publications/kazeminia-2022-anomaly/Sat, 01 Jan 2022 00:00:00 +0000https://albarqouni.github.io/publications/kazeminia-2022-anomaly/Distributed, collaborative, and federated learning, and affordable AI and healthcare for resource diverse global healthhttps://albarqouni.github.io/publications/albarqouni-2022-distributed/Sat, 01 Jan 2022 00:00:00 +0000https://albarqouni.github.io/publications/albarqouni-2022-distributed/FedNorm: Modality-Based Normalization in Federated Learning for Multi-Modal Liver Segmentationhttps://albarqouni.github.io/publications/bernecker-2022-fednorm/Sat, 01 Jan 2022 00:00:00 +0000https://albarqouni.github.io/publications/bernecker-2022-fednorm/Flamby: Datasets and benchmarks for cross-silo federated learning in realistic healthcare settingshttps://albarqouni.github.io/publications/ogier-2022-flamby/Sat, 01 Jan 2022 00:00:00 +0000https://albarqouni.github.io/publications/ogier-2022-flamby/ROAM: Random layer mixup for semi-supervised learning in medical imageshttps://albarqouni.github.io/publications/bdair-2022-roam/Sat, 01 Jan 2022 00:00:00 +0000https://albarqouni.github.io/publications/bdair-2022-roam/Semi-Supervised Federated Peer Learning for Skin Lesion Classificationhttps://albarqouni.github.io/publications/melba-2022-011-bdair/Sat, 01 Jan 2022 00:00:00 +0000https://albarqouni.github.io/publications/melba-2022-011-bdair/SPA: Shape-Prior Variational Autoencoders for Unsupervised Brain Pathology Segmentationhttps://albarqouni.github.io/publications/bercea-2022-spa/Sat, 01 Jan 2022 00:00:00 +0000https://albarqouni.github.io/publications/bercea-2022-spa/TriMix: Virtual embeddings and self-consistency for self-supervised learninghttps://albarqouni.github.io/publications/bdair-2022-trimix/Sat, 01 Jan 2022 00:00:00 +0000https://albarqouni.github.io/publications/bdair-2022-trimix/Unsupervised Cross-Domain Feature Extraction for Single Blood Cell Image Classificationhttps://albarqouni.github.io/publications/salehi-2022-unsupervised/Sat, 01 Jan 2022 00:00:00 +0000https://albarqouni.github.io/publications/salehi-2022-unsupervised/What can we learn about a generated image corrupting its latent representation?https://albarqouni.github.io/publications/tomczak-2022-can/Sat, 01 Jan 2022 00:00:00 +0000https://albarqouni.github.io/publications/tomczak-2022-can/Autoencoders for Unsupervised Anomaly Segmentation in Brain MR Images: A Comparative Studyhttps://albarqouni.github.io/publications/baur-2021-autoencoders/Fri, 01 Jan 2021 00:00:00 +0000https://albarqouni.github.io/publications/baur-2021-autoencoders/Butterfly-Net: Spatial-Temporal Architecture For Medical Image Segmentationhttps://albarqouni.github.io/publications/klymenko-2021-butterfly/Fri, 01 Jan 2021 00:00:00 +0000https://albarqouni.github.io/publications/klymenko-2021-butterfly/Domain Adaptation and Representation Transfer and Distributed and Collaborative Learning: Third MICCAI Workshop, DART 2021, and First MICCAI Workshop, FAIR 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, September 27 and October 1, 2021: Proceedingshttps://albarqouni.github.io/publications/albarqouni-2021-domain/Fri, 01 Jan 2021 00:00:00 +0000https://albarqouni.github.io/publications/albarqouni-2021-domain/Domain adaptation and representation transfer, and affordable healthcare and AI for resource diverse global healthhttps://albarqouni.github.io/publications/taher-2021-domain/Fri, 01 Jan 2021 00:00:00 +0000https://albarqouni.github.io/publications/taher-2021-domain/Eine computergestützte automatische Polypencharakterisierung von Hyperplasten, Adenomen und Serratierten Adenomen im Kolorektum-Ergebnisse der CASSANDRA Studiehttps://albarqouni.github.io/publications/zvereva-2021-computergestutzte/Fri, 01 Jan 2021 00:00:00 +0000https://albarqouni.github.io/publications/zvereva-2021-computergestutzte/FedDis: Disentangled Federated Learning for Unsupervised Brain Pathology Segmentationhttps://albarqouni.github.io/publications/bercea-2021-feddis/Fri, 01 Jan 2021 00:00:00 +0000https://albarqouni.github.io/publications/bercea-2021-feddis/FedPerl: Semi-Supervised Peer Learning for Skin Lesion Classificationhttps://albarqouni.github.io/publications/bdair-2021-fedperl/Fri, 01 Jan 2021 00:00:00 +0000https://albarqouni.github.io/publications/bdair-2021-fedperl/Fourier Transform of Percoll Gradients Boosts CNN Classification of Hereditary Hemolytic Anemiashttps://albarqouni.github.io/publications/sadafi-2021-fourier/Fri, 01 Jan 2021 00:00:00 +0000https://albarqouni.github.io/publications/sadafi-2021-fourier/Modeling Healthy Anatomy with Artificial Intelligence for Unsupervised Anomaly Detection in Brain MRIhttps://albarqouni.github.io/publications/baur-2021-modeling/Fri, 01 Jan 2021 00:00:00 +0000https://albarqouni.github.io/publications/baur-2021-modeling/Semi-Supervised Few-Shot Learning with Prototypical Random Walkshttps://albarqouni.github.io/publications/ayyad-2021-semi/Fri, 01 Jan 2021 00:00:00 +0000https://albarqouni.github.io/publications/ayyad-2021-semi/Sickle Cell Disease Severity Prediction from Percoll Gradient Images using Graph Convolutional Networkshttps://albarqouni.github.io/publications/sadafi-2021-sickle/Fri, 01 Jan 2021 00:00:00 +0000https://albarqouni.github.io/publications/sadafi-2021-sickle/The Federated Tumor Segmentation (FeTS) Challengehttps://albarqouni.github.io/publications/pati-2021-federated/Fri, 01 Jan 2021 00:00:00 +0000https://albarqouni.github.io/publications/pati-2021-federated/The OOD Blind Spot of Unsupervised Anomaly Detectionhttps://albarqouni.github.io/publications/heer-2021-ood/Fri, 01 Jan 2021 00:00:00 +0000https://albarqouni.github.io/publications/heer-2021-ood/Multi-task multi-domain learning for digital staining and classification of leukocyteshttps://albarqouni.github.io/publications/tomczak-2020-multi/Mon, 21 Dec 2020 00:00:00 +0000https://albarqouni.github.io/publications/tomczak-2020-multi/An Uncertainty-Driven GCN Refinement Strategy for Organ Segmentationhttps://albarqouni.github.io/publications/soberanis-2020-uncertainty/Tue, 01 Dec 2020 00:00:00 +0000https://albarqouni.github.io/publications/soberanis-2020-uncertainty/The Future of Digital Health with Federated Learninghttps://albarqouni.github.io/publications/rieke-2020-future/Mon, 14 Sep 2020 00:00:00 +0000https://albarqouni.github.io/publications/rieke-2020-future/6D Camera Relocalization in Ambiguous Scenes via Continuous Multimodal Inferencehttps://albarqouni.github.io/publications/bui-20206-d/Sat, 01 Aug 2020 00:00:00 +0000https://albarqouni.github.io/publications/bui-20206-d/Fairness by Learning Orthogonal Disentangled Representationshttps://albarqouni.github.io/publications/sarhan-2020-fairness/Sat, 01 Aug 2020 00:00:00 +0000https://albarqouni.github.io/publications/sarhan-2020-fairness/Uncertainty-based graph convolutional networks for organ segmentation refinementhttps://albarqouni.github.io/publications/soberanis-2019-uncertainty/Wed, 01 Apr 2020 00:00:00 +0000https://albarqouni.github.io/publications/soberanis-2019-uncertainty/Seamless Virtual Whole Slide Image Synthesis and Validation Using Perceptual Embedding Consistencyhttps://albarqouni.github.io/publications/lahiani-2020-seamless/Wed, 19 Feb 2020 00:00:00 +0000https://albarqouni.github.io/publications/lahiani-2020-seamless/& Cardoso, MJ (2020)https://albarqouni.github.io/publications/rieke-3-cardoso/Wed, 01 Jan 2020 00:00:00 +0000https://albarqouni.github.io/publications/rieke-3-cardoso/A learning without forgetting approach to incorporate artifact knowledge in polyp localization taskshttps://albarqouni.github.io/publications/soberanis-2020-learning/Wed, 01 Jan 2020 00:00:00 +0000https://albarqouni.github.io/publications/soberanis-2020-learning/An objective comparison of detection and segmentation algorithms for artefacts in clinical endoscopyhttps://albarqouni.github.io/publications/ali-2020-objective/Wed, 01 Jan 2020 00:00:00 +0000https://albarqouni.github.io/publications/ali-2020-objective/Attention Based Multiple Instance Learning for Classification of Blood Cell Disordershttps://albarqouni.github.io/publications/sadafi-2020-attention/Wed, 01 Jan 2020 00:00:00 +0000https://albarqouni.github.io/publications/sadafi-2020-attention/Bayesian Skip-Autoencoders for Unsupervised Hyperintense Anomaly Detection in High Resolution Brain Mrihttps://albarqouni.github.io/publications/baur-2020-bayesian/Wed, 01 Jan 2020 00:00:00 +0000https://albarqouni.github.io/publications/baur-2020-bayesian/Benefit of dual energy CT for lesion localization and classification with convolutional neural networkshttps://albarqouni.github.io/publications/shapira-2020-benefit/Wed, 01 Jan 2020 00:00:00 +0000https://albarqouni.github.io/publications/shapira-2020-benefit/Domain Adaptation and Representation Transfer, and Distributed and Collaborative Learninghttps://albarqouni.github.io/publications/albarqouni-2020-domain/Wed, 01 Jan 2020 00:00:00 +0000https://albarqouni.github.io/publications/albarqouni-2020-domain/GANs for medical image analysishttps://albarqouni.github.io/publications/kazeminia-2020-gans/Wed, 01 Jan 2020 00:00:00 +0000https://albarqouni.github.io/publications/kazeminia-2020-gans/Image-to-Images Translation for Multi-Task Organ Segmentation and Bone Suppression in Chest X-Ray Radiographyhttps://albarqouni.github.io/publications/eslami-2020-image/Wed, 01 Jan 2020 00:00:00 +0000https://albarqouni.github.io/publications/eslami-2020-image/Inverse Distance Aggregation for Federated Learning with Non-IID Datahttps://albarqouni.github.io/publications/yeganeh-2020-inverse/Wed, 01 Jan 2020 00:00:00 +0000https://albarqouni.github.io/publications/yeganeh-2020-inverse/Liver lesion localisation and classification with convolutional neural networks: a comparison between conventional and spectral computed tomographyhttps://albarqouni.github.io/publications/shapira-2020-liver/Wed, 01 Jan 2020 00:00:00 +0000https://albarqouni.github.io/publications/shapira-2020-liver/Microaneurysms segmentation and diabetic retinopathy detection by learning discriminative representationshttps://albarqouni.github.io/publications/sarhan-2021-microaneurysms/Wed, 01 Jan 2020 00:00:00 +0000https://albarqouni.github.io/publications/sarhan-2021-microaneurysms/Polyp-artifact relationship analysis using graph inductive learned representationshttps://albarqouni.github.io/publications/soberanis-2020-polyp/Wed, 01 Jan 2020 00:00:00 +0000https://albarqouni.github.io/publications/soberanis-2020-polyp/Precise proximal femur fracture classification for interactive training and surgical planning.https://albarqouni.github.io/publications/jimenez-2020-precise/Wed, 01 Jan 2020 00:00:00 +0000https://albarqouni.github.io/publications/jimenez-2020-precise/Retinal Layer Segmentation Reformulated as OCT Language Processinghttps://albarqouni.github.io/publications/tran-2020-retinal/Wed, 01 Jan 2020 00:00:00 +0000https://albarqouni.github.io/publications/tran-2020-retinal/Scale-Space Autoencoders for Unsupervised Anomaly Segmentation in Brain MRIhttps://albarqouni.github.io/publications/baur-2020-scale/Wed, 01 Jan 2020 00:00:00 +0000https://albarqouni.github.io/publications/baur-2020-scale/SteGANomaly: Inhibiting CycleGAN Steganography for Unsupervised Anomaly Detection in Brain MRIhttps://albarqouni.github.io/publications/baur-2020-steganomaly/Wed, 01 Jan 2020 00:00:00 +0000https://albarqouni.github.io/publications/baur-2020-steganomaly/The future of digital health with federated learning. NPJ Digit Med. 2020; 3: 119https://albarqouni.github.io/publications/riekefuture/Wed, 01 Jan 2020 00:00:00 +0000https://albarqouni.github.io/publications/riekefuture/Understanding the effects of artifacts on automated polyp detection and incorporating that knowledge via learning without forgettinghttps://albarqouni.github.io/publications/kayser-2020-understanding/Wed, 01 Jan 2020 00:00:00 +0000https://albarqouni.github.io/publications/kayser-2020-understanding/Method for determining a pose of an object in an environment of the object using multi task learning and control devicehttps://albarqouni.github.io/publications/bui-2019-method/Mon, 01 Jul 2019 00:00:00 +0000https://albarqouni.github.io/publications/bui-2019-method/Adaptive image-feature learning for disease classification using inductive graph networkshttps://albarqouni.github.io/publications/burwinkel-2019-adaptive/Tue, 01 Jan 2019 00:00:00 +0000https://albarqouni.github.io/publications/burwinkel-2019-adaptive/Adversarial 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00:00:00 +0000https://albarqouni.github.io/publications/lahiani-2019-european/Focal loss for artefact detection in medical endoscopyhttps://albarqouni.github.io/publications/kayser-2019-focal/Tue, 01 Jan 2019 00:00:00 +0000https://albarqouni.github.io/publications/kayser-2019-focal/Generalizing multistain immunohistochemistry tissue segmentation using one-shot color deconvolution deep neural networkshttps://albarqouni.github.io/publications/lahiani-2018-generalizing/Tue, 01 Jan 2019 00:00:00 +0000https://albarqouni.github.io/publications/lahiani-2018-generalizing/Graph Convolution Based Attention Model for Personalized Disease Predictionhttps://albarqouni.github.io/publications/kazi-2019-graph/Tue, 01 Jan 2019 00:00:00 +0000https://albarqouni.github.io/publications/kazi-2019-graph/InceptionGCN: receptive field aware graph convolutional network for disease predictionhttps://albarqouni.github.io/publications/kazi-2019-inceptiongcn/Tue, 01 Jan 2019 00:00:00 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00:00:00 +0000https://albarqouni.github.io/publications/kaiser-2019-mri/Multi-scale Microaneurysms Segmentation Using Embedding Triplet Losshttps://albarqouni.github.io/publications/sarhan-2019-multi/Tue, 01 Jan 2019 00:00:00 +0000https://albarqouni.github.io/publications/sarhan-2019-multi/Perceptual Embedding Consistency for Seamless Reconstruction of Tilewise Style Transferhttps://albarqouni.github.io/publications/lahiani-2019-perceptual/Tue, 01 Jan 2019 00:00:00 +0000https://albarqouni.github.io/publications/lahiani-2019-perceptual/Preliminary results of DSA denoising based on a weighted low-rank approach using an advanced neurovascular replication systemhttps://albarqouni.github.io/publications/hariharan-2019-preliminary/Tue, 01 Jan 2019 00:00:00 +0000https://albarqouni.github.io/publications/hariharan-2019-preliminary/Self-attention equipped graph convolutions for disease predictionhttps://albarqouni.github.io/publications/kazi-2019-self/Tue, 01 Jan 2019 00:00:00 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cancerhttps://albarqouni.github.io/publications/bejnordi-2017-diagnostic/Sun, 01 Jan 2017 00:00:00 +0000https://albarqouni.github.io/publications/bejnordi-2017-diagnostic/Fully Automated Multiple Sclerosis lesion detection on multi-channel subtraction images through an integrated Computer Vision-Machine Learning pipelinehttps://albarqouni.github.io/publications/wiestler-2017-fully/Sun, 01 Jan 2017 00:00:00 +0000https://albarqouni.github.io/publications/wiestler-2017-fully/Machine Learning for Biomedical Applications: From Crowdsourcing to Deep Learninghttps://albarqouni.github.io/publications/albarqouni-2017-machine/Sun, 01 Jan 2017 00:00:00 +0000https://albarqouni.github.io/publications/albarqouni-2017-machine/Semi-supervised deep learning for fully convolutional networkshttps://albarqouni.github.io/publications/baur-2017-semi/Sun, 01 Jan 2017 00:00:00 +0000https://albarqouni.github.io/publications/baur-2017-semi/X-ray in-depth decomposition: Revealing the latent 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