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Zongwei Zhou

Johns Hopkins University

United States

Research Interests

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Professors in United States Professors in Medical Imaging Medical Imaging professors in United States

Articles (22)

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Collaborators (21)

Jianming Liang

Professor

Arizona State University

UNITED STATES

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Stefanie Schreiber

Acting Director & Principal Neurologist

Otto-von-Guericke Universität Magdeburg

GERMANY

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Kai Ding

Associate Professor and Senior Medical Physicist

Johns Hopkins University

UNITED STATES

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Gian Marco Melito

Graz University of Technology (90000)

AUSTRIA

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Mathieu Hatt

Director of research

INSERM

FRANCE

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Jiancheng Yang

Assistant Professor

Aalto University

FINLAND

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Diego Angeles Valdez

University Medical Center Groningen

NETHERLANDS

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Roy Eagleson

Professor

University of Western Ontario

CANADA

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Federico Bolelli

Tenure-Track Assistant Professor (RTT)

University of Modena and Reggio Emilia

ITALY

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Pedro Ricardo Ariel Salvador Bassi

Research Collaborator

Harvard University

UNITED STATES

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Susann Beier

Senior Lecturer

University of New South Wales

AUSTRALIA

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Claudia Krebs

The University of British Columbia

CANADA

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Hamza MEKHZOUM

Vrije Universiteit Brussel

BELGIUM

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Patrick Langenhuizen

Assistant Professor

Eindhoven University of Technology

NETHERLANDS

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Jef Vandemeulebroucke

Prof. at Vrije Universiteit Brussel (VUB)

Vrije Universiteit Brussel (VUB)

BELGIUM

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Martin Urschler

Associate Professor

Medical University of Graz

AUSTRIA

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Stefan Cornelissen

Eindhoven University of Technology

NETHERLANDS

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Wei Ji

University of Alberta

CANADA

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Jun Ma

Scientist

University Health Network

CANADA

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Gorkem Durak

Clinical Research Associate / Scientific Researcher

Northwestern Medicine

UNITED STATES

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Behrus Hinrichs-Puladi

Specialist in Oral and Maxillofacial Surgery

University Hospital RWTH Aachen

GERMANY

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Zongwei Zhou

Research Interests

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Articles (22)

Taking a Deep Look at Multi-Rater Agreement for Calibrated Medical Image Segmentation

Text-Driven Tumor Synthesis

Multicenter Validation of Foundation Model Adaptation for Automated Pancreatic Tumor Delineation on CT Scans

Hybrid Curriculum Learning for Data-Efficient Lung Nodule Detection with YOLOv11

Auditing Significance, Metric Choice, and Demographic Fairness in Medical AI Challenges

Automated Chest X-ray Report Generation Remains Unsolved

HAGD: Hierarchical Anatomical-Guided Diffusion for Synthetic CT Generation from CBCT

Large-Scale Label Quality Assessment for Medical Segmentation Via a Vision-Language Judge and Synthetic Data

Learning Segmentation from Radiology Reports

Scale-Aware Curriculum Learning for Data-Efficient Lung Nodule Detection with YOLOV11

ShapeKit

Label Critic: Design Data Before Models

Efficient Human-in-the-Loop Pancreatic Tumor Annotation via Large-Scale Pre-Trained Model with Adaptive Post-Processing

MedSegFactory: Text-Guided Generation of Medical Image-Mask Pairs

Medical World Model

Radiative Gaussian Splatting for Efficient X-Ray Novel View Synthesis

Scaling Tumor Segmentation: Best Lessons from Real and Synthetic Data

Exploiting Structural Consistency of Chest Anatomy for Unsupervised Anomaly Detection in Radiography Images

&lt;i&gt;MedShapeNet&lt;/i&gt; - a large-scale dataset of 3D medical shapes for computer vision.

Active, continual fine tuning of convolutional neural networks for reducing annotation effortsL Active continual fine tuningcnnrae

Models Genesis

Transferable Visual Words: Exploiting the Semantics of Anatomical Patterns for Self-Supervised Learning

Collaborators (21)

Jianming Liang

Stefanie Schreiber

Kai Ding

Gian Marco Melito

Mathieu Hatt

Jiancheng Yang

Diego Angeles Valdez

Roy Eagleson

Federico Bolelli

Pedro Ricardo Ariel Salvador Bassi

Susann Beier

Claudia Krebs

Hamza MEKHZOUM

Patrick Langenhuizen

Jef Vandemeulebroucke

Martin Urschler

Stefan Cornelissen

Wei Ji

Jun Ma

Gorkem Durak

Behrus Hinrichs-Puladi

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<i>MedShapeNet</i> - a large-scale dataset of 3D medical shapes for computer vision.