<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Article-Journal |</title><link>https://albarqouni.github.io/publication_types/article-journal/</link><atom:link href="https://albarqouni.github.io/publication_types/article-journal/index.xml" rel="self" type="application/rss+xml"/><description>Article-Journal</description><generator>HugoBlox Kit (https://hugoblox.com)</generator><language>en-us</language><lastBuildDate>Tue, 01 Sep 2026 00:00:00 +0000</lastBuildDate><image><url>https://albarqouni.github.io/media/logo_hu_43a0798e7da4e673.png</url><title>Article-Journal</title><link>https://albarqouni.github.io/publication_types/article-journal/</link></image><item><title>When multi-institutional dataset aggregation masks shortcut-like behavior in Foundation Models for medical imaging</title><link>https://albarqouni.github.io/publications/germani-2026-multi/</link><pubDate>Tue, 01 Sep 2026 00:00:00 +0000</pubDate><guid>https://albarqouni.github.io/publications/germani-2026-multi/</guid><description/></item><item><title>Federated CT foundation models for multi-center detection of lymph node metastasis in pancreatic cancer</title><link>https://albarqouni.github.io/publications/bhalla-2026-federated/</link><pubDate>Thu, 09 Apr 2026 00:00:00 +0000</pubDate><guid>https://albarqouni.github.io/publications/bhalla-2026-federated/</guid><description/></item><item><title>Artificial intelligence for ultrasound-based detection of giant cell arteritis</title><link>https://albarqouni.github.io/publications/bauer-2026-artificial/</link><pubDate>Thu, 01 Jan 2026 00:00:00 +0000</pubDate><guid>https://albarqouni.github.io/publications/bauer-2026-artificial/</guid><description/></item><item><title>KI-gestützte datenschutzkonforme multizentrische Vorhersage lymphogener Metastasierung beim Pankreaskarzinom mittels eines föderierter CT-Foundation-Modelle</title><link>https://albarqouni.github.io/publications/coerper-2026-ki/</link><pubDate>Thu, 01 Jan 2026 00:00:00 +0000</pubDate><guid>https://albarqouni.github.io/publications/coerper-2026-ki/</guid><description/></item><item><title>Mapping the integration of artificial intelligence and digital technologies in health technology assessment: a scoping review protocol of global knowledge and practices</title><link>https://albarqouni.github.io/publications/alkhaldi-2026-mapping/</link><pubDate>Thu, 01 Jan 2026 00:00:00 +0000</pubDate><guid>https://albarqouni.github.io/publications/alkhaldi-2026-mapping/</guid><description/></item><item><title>An efficient screening of dissolution modulators of Mg alloys: Combining high-throughput multi-well exposure with topographical quantification of volume loss and pitting corrosion</title><link>https://albarqouni.github.io/publications/song-2025-efficient/</link><pubDate>Wed, 01 Jan 2025 00:00:00 +0000</pubDate><guid>https://albarqouni.github.io/publications/song-2025-efficient/</guid><description/></item><item><title>Enhancing patient-specific deep learning based segmentation for abdominal magnetic resonance imaging-guided radiation therapy: a framework conditioned on prior segmentation</title><link>https://albarqouni.github.io/publications/de-2025-enhancing/</link><pubDate>Wed, 01 Jan 2025 00:00:00 +0000</pubDate><guid>https://albarqouni.github.io/publications/de-2025-enhancing/</guid><description/></item><item><title>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 project</title><link>https://albarqouni.github.io/publications/bauer-2025-exploring/</link><pubDate>Wed, 01 Jan 2025 00:00:00 +0000</pubDate><guid>https://albarqouni.github.io/publications/bauer-2025-exploring/</guid><description/></item><item><title>FUTURE-AI: International consensus guideline for trustworthy and deployable artificial intelligence in healthcare</title><link>https://albarqouni.github.io/publications/lekadir-2025-future/</link><pubDate>Wed, 01 Jan 2025 00:00:00 +0000</pubDate><guid>https://albarqouni.github.io/publications/lekadir-2025-future/</guid><description/></item><item><title>Implementation and clinical evaluation of an in-house thoracic auto-segmentation model for 0.35 T magnetic resonance imaging guided radiotherapy</title><link>https://albarqouni.github.io/publications/delopoulos-2025-implementation/</link><pubDate>Wed, 01 Jan 2025 00:00:00 +0000</pubDate><guid>https://albarqouni.github.io/publications/delopoulos-2025-implementation/</guid><description/></item><item><title>Investigation of the image resolution limit for human interpretation of ultrasound images in giant cell arteritis and healthy subjects-the GCA-US-AI project</title><link>https://albarqouni.github.io/publications/bauer-2025-investigation/</link><pubDate>Wed, 01 Jan 2025 00:00:00 +0000</pubDate><guid>https://albarqouni.github.io/publications/bauer-2025-investigation/</guid><description/></item><item><title>Stronger together: advancing equity in global health research partnerships</title><link>https://albarqouni.github.io/publications/ingenhoff-2025-stronger/</link><pubDate>Wed, 01 Jan 2025 00:00:00 +0000</pubDate><guid>https://albarqouni.github.io/publications/ingenhoff-2025-stronger/</guid><description/></item><item><title>Unleashing the power of AI in predicting the technological and phenolic maturity of pomegranates cultivated in Lebanon</title><link>https://albarqouni.github.io/publications/ghannoum-2025-unleashing/</link><pubDate>Wed, 01 Jan 2025 00:00:00 +0000</pubDate><guid>https://albarqouni.github.io/publications/ghannoum-2025-unleashing/</guid><description/></item><item><title>Two-Steps Approach for Breast Cancer Detection and Classification Using Convolutional Neural Networks.</title><link>https://albarqouni.github.io/publications/shubeitah-2024-two/</link><pubDate>Mon, 01 Jan 2024 00:00:00 +0000</pubDate><guid>https://albarqouni.github.io/publications/shubeitah-2024-two/</guid><description/></item><item><title>LYSTO: The lymphocyte assessment hackathon and benchmark dataset</title><link>https://albarqouni.github.io/publications/jiao-2023-lysto/</link><pubDate>Wed, 25 Oct 2023 00:00:00 +0000</pubDate><guid>https://albarqouni.github.io/publications/jiao-2023-lysto/</guid><description/></item><item><title>Digital staining of white blood cells with confidence estimation</title><link>https://albarqouni.github.io/publications/tomczak-2023-digital/</link><pubDate>Sun, 01 Jan 2023 00:00:00 +0000</pubDate><guid>https://albarqouni.github.io/publications/tomczak-2023-digital/</guid><description/></item><item><title>Enhancing oncological care: A guide to setting up a new multidisciplinary cancer cachexia clinic within a tertiary centre</title><link>https://albarqouni.github.io/publications/ko-2024-enhancing/</link><pubDate>Sun, 01 Jan 2023 00:00:00 +0000</pubDate><guid>https://albarqouni.github.io/publications/ko-2024-enhancing/</guid><description/></item><item><title>Evolving the era of 5D ultrasound? A systematic literature review on the applications for artificial intelligence ultrasound imaging in obstetrics and gynecology</title><link>https://albarqouni.github.io/publications/jost-2023-evolving/</link><pubDate>Sun, 01 Jan 2023 00:00:00 +0000</pubDate><guid>https://albarqouni.github.io/publications/jost-2023-evolving/</guid><description/></item><item><title>Guest Editorial Special Issue on Federated Learning for Medical Imaging: Enabling Collaborative Development of Robust AI Models</title><link>https://albarqouni.github.io/publications/roth-2023-guest/</link><pubDate>Sun, 01 Jan 2023 00:00:00 +0000</pubDate><guid>https://albarqouni.github.io/publications/roth-2023-guest/</guid><description/></item><item><title>Lvm-med: Learning large-scale self-supervised vision models for medical imaging via second-order graph matching</title><link>https://albarqouni.github.io/publications/mh-2023-lvm/</link><pubDate>Sun, 01 Jan 2023 00:00:00 +0000</pubDate><guid>https://albarqouni.github.io/publications/mh-2023-lvm/</guid><description/></item><item><title>Federated disentangled representation learning for unsupervised brain anomaly detection</title><link>https://albarqouni.github.io/publications/bercea-2022-federated/</link><pubDate>Sat, 01 Oct 2022 00:00:00 +0000</pubDate><guid>https://albarqouni.github.io/publications/bercea-2022-federated/</guid><description/></item><item><title>Distributed, collaborative, and federated learning, and affordable AI and healthcare for resource diverse global health</title><link>https://albarqouni.github.io/publications/albarqouni-2022-distributed/</link><pubDate>Sat, 01 Jan 2022 00:00:00 +0000</pubDate><guid>https://albarqouni.github.io/publications/albarqouni-2022-distributed/</guid><description/></item><item><title>Flamby: Datasets and benchmarks for cross-silo federated learning in realistic healthcare settings</title><link>https://albarqouni.github.io/publications/ogier-2022-flamby/</link><pubDate>Sat, 01 Jan 2022 00:00:00 +0000</pubDate><guid>https://albarqouni.github.io/publications/ogier-2022-flamby/</guid><description/></item><item><title>ROAM: Random layer mixup for semi-supervised learning in medical images</title><link>https://albarqouni.github.io/publications/bdair-2022-roam/</link><pubDate>Sat, 01 Jan 2022 00:00:00 +0000</pubDate><guid>https://albarqouni.github.io/publications/bdair-2022-roam/</guid><description/></item><item><title>Semi-Supervised Federated Peer Learning for Skin Lesion Classification</title><link>https://albarqouni.github.io/publications/melba-2022-011-bdair/</link><pubDate>Sat, 01 Jan 2022 00:00:00 +0000</pubDate><guid>https://albarqouni.github.io/publications/melba-2022-011-bdair/</guid><description/></item><item><title>SPA: Shape-Prior Variational Autoencoders for Unsupervised Brain Pathology Segmentation</title><link>https://albarqouni.github.io/publications/bercea-2022-spa/</link><pubDate>Sat, 01 Jan 2022 00:00:00 +0000</pubDate><guid>https://albarqouni.github.io/publications/bercea-2022-spa/</guid><description/></item><item><title>Autoencoders for Unsupervised Anomaly Segmentation in Brain MR Images: A Comparative Study</title><link>https://albarqouni.github.io/publications/baur-2021-autoencoders/</link><pubDate>Fri, 01 Jan 2021 00:00:00 +0000</pubDate><guid>https://albarqouni.github.io/publications/baur-2021-autoencoders/</guid><description/></item><item><title>Domain adaptation and representation transfer, and affordable healthcare and AI for resource diverse global health</title><link>https://albarqouni.github.io/publications/taher-2021-domain/</link><pubDate>Fri, 01 Jan 2021 00:00:00 +0000</pubDate><guid>https://albarqouni.github.io/publications/taher-2021-domain/</guid><description/></item><item><title>Eine computergestützte automatische Polypencharakterisierung von Hyperplasten, Adenomen und Serratierten Adenomen im Kolorektum-Ergebnisse der CASSANDRA Studie</title><link>https://albarqouni.github.io/publications/zvereva-2021-computergestutzte/</link><pubDate>Fri, 01 Jan 2021 00:00:00 +0000</pubDate><guid>https://albarqouni.github.io/publications/zvereva-2021-computergestutzte/</guid><description/></item><item><title>FedPerl: Semi-Supervised Peer Learning for Skin Lesion Classification</title><link>https://albarqouni.github.io/publications/bdair-2021-fedperl/</link><pubDate>Fri, 01 Jan 2021 00:00:00 +0000</pubDate><guid>https://albarqouni.github.io/publications/bdair-2021-fedperl/</guid><description/></item><item><title>Modeling Healthy Anatomy with Artificial Intelligence for Unsupervised Anomaly Detection in Brain MRI</title><link>https://albarqouni.github.io/publications/baur-2021-modeling/</link><pubDate>Fri, 01 Jan 2021 00:00:00 +0000</pubDate><guid>https://albarqouni.github.io/publications/baur-2021-modeling/</guid><description/></item><item><title>Multi-task multi-domain learning for digital staining and classification of leukocytes</title><link>https://albarqouni.github.io/publications/tomczak-2020-multi/</link><pubDate>Mon, 21 Dec 2020 00:00:00 +0000</pubDate><guid>https://albarqouni.github.io/publications/tomczak-2020-multi/</guid><description/></item><item><title>An Uncertainty-Driven GCN Refinement Strategy for Organ Segmentation</title><link>https://albarqouni.github.io/publications/soberanis-2020-uncertainty/</link><pubDate>Tue, 01 Dec 2020 00:00:00 +0000</pubDate><guid>https://albarqouni.github.io/publications/soberanis-2020-uncertainty/</guid><description/></item><item><title>The Future of Digital Health with Federated Learning</title><link>https://albarqouni.github.io/publications/rieke-2020-future/</link><pubDate>Mon, 14 Sep 2020 00:00:00 +0000</pubDate><guid>https://albarqouni.github.io/publications/rieke-2020-future/</guid><description/></item><item><title>6D Camera Relocalization in Ambiguous Scenes via Continuous Multimodal Inference</title><link>https://albarqouni.github.io/publications/bui-20206-d/</link><pubDate>Sat, 01 Aug 2020 00:00:00 +0000</pubDate><guid>https://albarqouni.github.io/publications/bui-20206-d/</guid><description/></item><item><title>Fairness by Learning Orthogonal Disentangled Representations</title><link>https://albarqouni.github.io/publications/sarhan-2020-fairness/</link><pubDate>Sat, 01 Aug 2020 00:00:00 +0000</pubDate><guid>https://albarqouni.github.io/publications/sarhan-2020-fairness/</guid><description/></item><item><title>Uncertainty-based graph convolutional networks for organ segmentation refinement</title><link>https://albarqouni.github.io/publications/soberanis-2019-uncertainty/</link><pubDate>Wed, 01 Apr 2020 00:00:00 +0000</pubDate><guid>https://albarqouni.github.io/publications/soberanis-2019-uncertainty/</guid><description/></item><item><title>Seamless Virtual Whole Slide Image Synthesis and Validation Using Perceptual Embedding Consistency</title><link>https://albarqouni.github.io/publications/lahiani-2020-seamless/</link><pubDate>Wed, 19 Feb 2020 00:00:00 +0000</pubDate><guid>https://albarqouni.github.io/publications/lahiani-2020-seamless/</guid><description/></item><item><title>&amp; Cardoso, MJ (2020)</title><link>https://albarqouni.github.io/publications/rieke-3-cardoso/</link><pubDate>Wed, 01 Jan 2020 00:00:00 +0000</pubDate><guid>https://albarqouni.github.io/publications/rieke-3-cardoso/</guid><description/></item><item><title>An objective comparison of detection and segmentation algorithms for artefacts in clinical endoscopy</title><link>https://albarqouni.github.io/publications/ali-2020-objective/</link><pubDate>Wed, 01 Jan 2020 00:00:00 +0000</pubDate><guid>https://albarqouni.github.io/publications/ali-2020-objective/</guid><description/></item><item><title>Domain Adaptation and Representation Transfer, and Distributed and Collaborative Learning</title><link>https://albarqouni.github.io/publications/albarqouni-2020-domain/</link><pubDate>Wed, 01 Jan 2020 00:00:00 +0000</pubDate><guid>https://albarqouni.github.io/publications/albarqouni-2020-domain/</guid><description/></item><item><title>GANs for medical image analysis</title><link>https://albarqouni.github.io/publications/kazeminia-2020-gans/</link><pubDate>Wed, 01 Jan 2020 00:00:00 +0000</pubDate><guid>https://albarqouni.github.io/publications/kazeminia-2020-gans/</guid><description/></item><item><title>Image-to-Images Translation for Multi-Task Organ Segmentation and Bone Suppression in Chest X-Ray Radiography</title><link>https://albarqouni.github.io/publications/eslami-2020-image/</link><pubDate>Wed, 01 Jan 2020 00:00:00 +0000</pubDate><guid>https://albarqouni.github.io/publications/eslami-2020-image/</guid><description/></item><item><title>Liver lesion localisation and classification with convolutional neural networks: a comparison between conventional and spectral computed tomography</title><link>https://albarqouni.github.io/publications/shapira-2020-liver/</link><pubDate>Wed, 01 Jan 2020 00:00:00 +0000</pubDate><guid>https://albarqouni.github.io/publications/shapira-2020-liver/</guid><description/></item><item><title>Microaneurysms segmentation and diabetic retinopathy detection by learning discriminative representations</title><link>https://albarqouni.github.io/publications/sarhan-2021-microaneurysms/</link><pubDate>Wed, 01 Jan 2020 00:00:00 +0000</pubDate><guid>https://albarqouni.github.io/publications/sarhan-2021-microaneurysms/</guid><description/></item><item><title>Precise proximal femur fracture classification for interactive training and surgical planning.</title><link>https://albarqouni.github.io/publications/jimenez-2020-precise/</link><pubDate>Wed, 01 Jan 2020 00:00:00 +0000</pubDate><guid>https://albarqouni.github.io/publications/jimenez-2020-precise/</guid><description/></item><item><title>The future of digital health with federated learning. NPJ Digit Med. 2020; 3: 119</title><link>https://albarqouni.github.io/publications/riekefuture/</link><pubDate>Wed, 01 Jan 2020 00:00:00 +0000</pubDate><guid>https://albarqouni.github.io/publications/riekefuture/</guid><description/></item><item><title>European Congress on Digital Pathology</title><link>https://albarqouni.github.io/publications/lahiani-2019-european/</link><pubDate>Tue, 01 Jan 2019 00:00:00 +0000</pubDate><guid>https://albarqouni.github.io/publications/lahiani-2019-european/</guid><description/></item><item><title>Focal loss for artefact detection in medical endoscopy</title><link>https://albarqouni.github.io/publications/kayser-2019-focal/</link><pubDate>Tue, 01 Jan 2019 00:00:00 +0000</pubDate><guid>https://albarqouni.github.io/publications/kayser-2019-focal/</guid><description/></item><item><title>Generalizing multistain immunohistochemistry tissue segmentation using one-shot color deconvolution deep neural networks</title><link>https://albarqouni.github.io/publications/lahiani-2018-generalizing/</link><pubDate>Tue, 01 Jan 2019 00:00:00 +0000</pubDate><guid>https://albarqouni.github.io/publications/lahiani-2018-generalizing/</guid><description/></item><item><title>Preliminary results of DSA denoising based on a weighted low-rank approach using an advanced neurovascular replication system</title><link>https://albarqouni.github.io/publications/hariharan-2019-preliminary/</link><pubDate>Tue, 01 Jan 2019 00:00:00 +0000</pubDate><guid>https://albarqouni.github.io/publications/hariharan-2019-preliminary/</guid><description/></item><item><title>A photon recycling approach to the denoising of ultra-low dose X-ray sequences</title><link>https://albarqouni.github.io/publications/hariharan-2018-photon/</link><pubDate>Mon, 01 Jan 2018 00:00:00 +0000</pubDate><guid>https://albarqouni.github.io/publications/hariharan-2018-photon/</guid><description/></item><item><title>Fine-Tuning Deep Learning by Crowd Participation</title><link>https://albarqouni.github.io/publications/albarqouni-2018-fine/</link><pubDate>Mon, 01 Jan 2018 00:00:00 +0000</pubDate><guid>https://albarqouni.github.io/publications/albarqouni-2018-fine/</guid><description/></item><item><title>Imaging intelligence: AI is transforming medical imaging across the imaging spectrum</title><link>https://albarqouni.github.io/publications/mandal-2018-imaging/</link><pubDate>Mon, 01 Jan 2018 00:00:00 +0000</pubDate><guid>https://albarqouni.github.io/publications/mandal-2018-imaging/</guid><description/></item><item><title>Intraoperative stent segmentation in X-ray fluoroscopy for endovascular aortic repair</title><link>https://albarqouni.github.io/publications/breininger-2018-intraoperative/</link><pubDate>Mon, 01 Jan 2018 00:00:00 +0000</pubDate><guid>https://albarqouni.github.io/publications/breininger-2018-intraoperative/</guid><description/></item><item><title>X-ray Depthmaps: Revealing the Hidden Structures</title><link>https://albarqouni.github.io/publications/demirci-2018-x/</link><pubDate>Mon, 01 Jan 2018 00:00:00 +0000</pubDate><guid>https://albarqouni.github.io/publications/demirci-2018-x/</guid><description/></item><item><title>Diagnostic assessment of deep learning algorithms for detection of lymph node metastases in women with breast cancer</title><link>https://albarqouni.github.io/publications/bejnordi-2017-diagnostic/</link><pubDate>Sun, 01 Jan 2017 00:00:00 +0000</pubDate><guid>https://albarqouni.github.io/publications/bejnordi-2017-diagnostic/</guid><description/></item><item><title>Fully Automated Multiple Sclerosis lesion detection on multi-channel subtraction images through an integrated Computer Vision-Machine Learning pipeline</title><link>https://albarqouni.github.io/publications/wiestler-2017-fully/</link><pubDate>Sun, 01 Jan 2017 00:00:00 +0000</pubDate><guid>https://albarqouni.github.io/publications/wiestler-2017-fully/</guid><description/></item><item><title>Aggnet: deep learning from crowds for mitosis detection in breast cancer histology images</title><link>https://albarqouni.github.io/publications/albarqouni-2016-aggnet/</link><pubDate>Fri, 01 Jan 2016 00:00:00 +0000</pubDate><guid>https://albarqouni.github.io/publications/albarqouni-2016-aggnet/</guid><description/></item><item><title>Parsing human skeletons in an operating room</title><link>https://albarqouni.github.io/publications/belagiannis-2016-parsing/</link><pubDate>Fri, 01 Jan 2016 00:00:00 +0000</pubDate><guid>https://albarqouni.github.io/publications/belagiannis-2016-parsing/</guid><description/></item><item><title>Single-view X-ray depth recovery: toward a novel concept for image-guided interventions</title><link>https://albarqouni.github.io/publications/albarqouni-2016-single/</link><pubDate>Fri, 01 Jan 2016 00:00:00 +0000</pubDate><guid>https://albarqouni.github.io/publications/albarqouni-2016-single/</guid><description/></item><item><title>Structure-preserving color normalization and sparse stain separation for histological images</title><link>https://albarqouni.github.io/publications/vahadane-2016-structure/</link><pubDate>Fri, 01 Jan 2016 00:00:00 +0000</pubDate><guid>https://albarqouni.github.io/publications/vahadane-2016-structure/</guid><description/></item><item><title>Developing MATLAB software for PV and battery sizing for lighting projects in Gaza Strip, Palestine</title><link>https://albarqouni.github.io/publications/hussein-2013-developing/</link><pubDate>Tue, 18 Dec 2012 00:00:00 +0000</pubDate><guid>https://albarqouni.github.io/publications/hussein-2013-developing/</guid><description/></item><item><title>Developing empirical models for estimating global solar radiation in Gaza Strip, Palestine</title><link>https://albarqouni.github.io/publications/hussein-2010-developing/</link><pubDate>Fri, 01 Jan 2010 00:00:00 +0000</pubDate><guid>https://albarqouni.github.io/publications/hussein-2010-developing/</guid><description/></item><item><title>Re-evaluation and re-design stand-alone PV solar lighting projects in Gaza Strip, Palestine</title><link>https://albarqouni.github.io/publications/hussein-2010-re/</link><pubDate>Fri, 01 Jan 2010 00:00:00 +0000</pubDate><guid>https://albarqouni.github.io/publications/hussein-2010-re/</guid><description/></item><item><title>Study on the Optimum Tilt Angle and Orientation for Photovoltaic Panels and Feasibility Study of One axis-two positions tracking Solar PV in Palestine</title><link>https://albarqouni.github.io/publications/hussein-2010-study/</link><pubDate>Fri, 01 Jan 2010 00:00:00 +0000</pubDate><guid>https://albarqouni.github.io/publications/hussein-2010-study/</guid><description/></item></channel></rss>