Shadi Albarqouni - Publications, H-index & Citations

Shadi Albarqouni

university of bonn

31H指数

159论文数

7.5K被引数

收录论文 19

发表时间

Bias and Generalizability of Foundation Models Across Datasets in Breast Mammography 乳腺癌X射线影像中基础模型跨数据集的偏差与泛化性

MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT XIV

IF0

2026-01-01

PREAI

Germani, Elodie; Selin-Tuerk, Ilayda; Zeineddine, Fatima; Mourad, Charbel; Albarqouni, Shadi

Implementation and clinical evaluation of an in-house thoracic auto-segmentation model for 0.35 T magnetic resonance imaging guided radiotherapy 基于0.35 T磁共振成像引导放射治疗的院内胸部自动分割模型的实现与临床评估

physics imaging in radiation oncology

IF0

2025-08-05

OAAI

Nikolaos Delopoulos; Sebastian Marschner; Elia Lombardo; Marvin F. Ribeiro; Paul Rogowski; Christoph Losert; Tobias Winderl; Shadi Albarqouni; Claus Belka; Stefanie Corradini; Christopher Kurz; Guillaume Landry

Enhancing patient-specific deep learning based segmentation for abdominal magnetic resonance imaging-guided radiation therapy: A framework conditioned on prior segmentation 基于腹部磁共振成像引导放射治疗的患者特异性深度学习分割增强：一种基于先验分割的框架

physics imaging in radiation oncology

IF0

2025-04-01

OAAI

Francesca De Benetti; Nikolaos Delopoulos; Claus Belka; Stefanie Corradini; Nassir Navab; Thomas Wendler; Shadi Albarqouni; Guillaume Landry; Christopher Kurz

Editorial for the Special Issue on the 2022 Medical Imaging with Deep Learning Conference

MEDICAL IMAGE ANALYSIS

IF11.8

2024-12-01

PREAI

Albarqouni, Shadi; Baumgartner, Christian; Dou, Qi; Konukoglu, Ender; Menze, Bjoern; Venkataraman, Archana

LYSTO: The Lymphocyte Assessment Hackathon and Benchmark Dataset

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS

IF6.8

2024-03-01

OAAI

Jiao, Yiping; van der Laak, Jeroen; Albarqouni, Shadi; Li, Zhang; Tan, Tao; Bhalerao, Abhir; Cheng, Shenghua; Ma, Jiabo; Pocock, Johnathan; Pluim, Josien P. W.; Koohbanani, Navid Alemi; Bashir, Raja Muhammad Saad; Raza, Shan E. Ahmed; Liu, Sibo; Graham, Simon; Wetstein, Suzanne; Khurram, Syed Ali; Liu, Xiuli; Rajpoot, Nasir; Veta, Mitko; Ciompi, Francesco

Digital Staining of White Blood Cells With Confidence Estimation

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2023-12-01

PREAI

Tomczak, Agnieszka; Ilic, Slobodan; Marquardt, Gaby; Engel, Thomas; Navab, Nassir; Albarqouni, Shadi

Enhancing oncological care: A guide to setting up a new multidisciplinary cancer cachexia clinic within a tertiary centre

JOURNAL OF CACHEXIA SARCOPENIA AND MUSCLE

IF9.1

2023-11-15

OAAI

Ko, Hyun Soo; Denehy, Linda; Edbrooke, Lara; Albarqouni, Shadi; Attenberger, Ulrike; Parker, Benjamin L.; Cox, Andrew; Le, Brian; Cheng, Louise

Evolving the Era of 5D Ultrasound? A Systematic Literature Review on the Applications for Artificial Intelligence Ultrasound Imaging in Obstetrics and Gynecology

JOURNAL OF CLINICAL MEDICINE

IF2.9

2023-10-29

OAAI

Jost, Elena; Kosian, Philipp; Cruz, Jorge Jimenez; Albarqouni, Shadi; Gembruch, Ulrich; Strizek, Brigitte; Recker, Florian

Guest Editorial Special Issue on Federated Learning for Medical Imaging: Enabling Collaborative Development of Robust AI Models

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2023-07-01

OAAI

Roth, Holger R.; Rieke, Nicola; Albarqouni, Shadi; Li, Quanzheng

Federated disentangled representation learning for unsupervised brain anomaly detection

NATURE MACHINE INTELLIGENCE

IF23.9

2022-08-25

OAAI

Bercea, Cosmin, I; Wiestler, Benedikt; Rueckert, Daniel; Albarqouni, Shadi

Multi-Task Multi-Domain Learning for Digital Staining and Classification of Leukocytes

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2021-10-01

PREAI

Tomczak, Agnieszka; Ilic, Slobodan; Marquardt, Gaby; Engel, Thomas; Forster, Frank; Navab, Nassir; Albarqouni, Shadi

Autoencoders for unsupervised anomaly segmentation in brain MR images: A comparative study 用于脑MR图像中无监督异常分割的自动编码器: 一项比较研究

MEDICAL IMAGE ANALYSIS

IF11.8

2021-04-01

172

OAAI

Baur, Christoph; Denner, Stefan; Wiestler, Benedikt; Navab, Nassir; Albarqouni, Shadi

Seamless Virtual Whole Slide Image Synthesis and Validation Using Perceptual Embedding Consistency

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS

IF6.8

2021-02-01

PREAI

Lahiani, Amal; Klaman, Irina; Navab, Nassir; Albarqouni, Shadi; Klaiman, Eldad

The future of digital health with federated learning 通过联邦学习实现数字健康的未来

NPJ DIGITAL MEDICINE

IF15.1

2020-09-14

1.0K

OAAI

Rieke, Nicola; Hancox, Jonny; Li, Wenqi; Milletari, Fausto; Roth, Holger R.; Albarqouni, Shadi; Bakas, Spyridon; Galtier, Mathieu N.; Landman, Bennett A.; Maier-Hein, Klaus; Ourselin, Sebastien; Sheller, Micah; Summers, Ronald M.; Trask, Andrew; Xu, Daguang; Baust, Maximilian; Cardoso, M. Jorge

GANs for medical image analysis 用于医学图像分析的gan

ARTIFICIAL INTELLIGENCE IN MEDICINE

IF6.2

2020-09-01

267

OAAI

Kazeminia, Salome; Baur, Christoph; Kuijper, Arjan; van Ginneken, Bram; Navab, Nassir; Albarqouni, Shadi; Mukhopadhyay, Anirban

Image-to-Images Translation for Multi-Task Organ Segmentation and Bone Suppression in Chest X-Ray Radiography

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2020-07-01

OAAI

Eslami, Mohammad; Tabarestani, Solale; Albarqouni, Shadi; Adeli, Ehsan; Navab, Nassir; Adjouadi, Malek

An objective comparison of detection and segmentation algorithms for artefacts in clinical endoscopy

SCIENTIFIC REPORTS

IF3.9

2020-02-17

OAAI

Ali, Sharib; Zhou, Felix; Braden, Barbara; Bailey, Adam; Yang, Suhui; Cheng, Guanju; Zhang, Pengyi; Li, Xiaoqiong; Kayser, Maxime; Soberanis-Mukul, Roger D.; Albarqouni, Shadi; Wang, Xiaokang; Wang, Chunqing; Watanabe, Seiryo; Oksuz, Ilkay; Ning, Qingtian; Yang, Shufan; Khan, Mohammad Azam; Gao, Xiaohong W.; Realdon, Stefano; Loshchenov, Maxim; Schnabel, Julia A.; East, James E.; Wagnieres, Georges; Loschenov, Victor B.; Grisan, Enrico; Daul, Christian; Blondel, Walter; Rittscher, Jens

Structure-Preserving Color Normalization and Sparse Stain Separation for Histological Images 组织图像的结构保持颜色归一化和稀疏染色分离

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2016-08-01

470

PREAI

Vahadane, Abhishek; Peng, Tingying; Sethi, Amit; Albarqouni, Shadi; Wang, Lichao; Baust, Maximilian; Steiger, Katja; Schlitter, Anna Melissa; Esposito, Irene; Navab, Nassir

AggNet: Deep Learning From Crowds for Mitosis Detection in Breast Cancer Histology Images AggNet: 从人群中进行深度学习以检测乳腺癌组织学图像中的有丝分裂

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2016-05-01

425

PREAI

Albarqouni, Shadi; Baur, Christoph; Achilles, Felix; Belagiannis, Vasileios; Demirci, Stefanie; Navab, Nassir

研究方向