Hongwei Bran Li | DeepAI

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∙ 09/15/2023

3D Arterial Segmentation via Single 2D Projections and Depth Supervision in Contrast-Enhanced CT Images

Automated segmentation of the blood vessels in 3D volumes is an essentia...

0 Alina F. Dima, et al. ∙

∙ 08/31/2023

Self-pruning Graph Neural Network for Predicting Inflammatory Disease Activity in Multiple Sclerosis from Brain MR Images

Multiple Sclerosis (MS) is a severe neurological disease characterized b...

0 Chinmay Prabhakar, et al. ∙

∙ 07/24/2023

Global k-Space Interpolation for Dynamic MRI Reconstruction using Masked Image Modeling

In dynamic Magnetic Resonance Imaging (MRI), k-space is typically unders...

0 Jiazhen Pan, et al. ∙

∙ 06/28/2023

Inter-Rater Uncertainty Quantification in Medical Image Segmentation via Rater-Specific Bayesian Neural Networks

Automated medical image segmentation inherently involves a certain degre...

0 Qingqiao Hu, et al. ∙

∙ 06/11/2023

The Impact of ChatGPT and LLMs on Medical Imaging Stakeholders: Perspectives and Use Cases

This study investigates the transformative potential of Large Language M...

0 Jiancheng Yang, et al. ∙

∙ 05/30/2023

The Brain Tumor Segmentation (BraTS) Challenge 2023: Glioma Segmentation in Sub-Saharan Africa Patient Population (BraTS-Africa)

Gliomas are the most common type of primary brain tumors. Although gliom...

0 Maruf Adewole, et al. ∙

∙ 05/30/2023

DENTEX: An Abnormal Tooth Detection with Dental Enumeration and Diagnosis Benchmark for Panoramic X-rays

Panoramic X-rays are frequently used in dentistry for treatment planning...

0 Ibrahim Ethem Hamamci, et al. ∙

∙ 05/26/2023

The Brain Tumor Segmentation (BraTS) Challenge 2023: Focus on Pediatrics (CBTN-CONNECT-DIPGR-ASNR-MICCAI BraTS-PEDs)

Pediatric tumors of the central nervous system are the most common cause...

0 Anahita Fathi Kazerooni, et al. ∙

∙ 05/15/2023

The Brain Tumor Segmentation (BraTS) Challenge 2023: Brain MR Image Synthesis for Tumor Segmentation (BraSyn)

Automated brain tumor segmentation methods are well established, reachin...

0 Hongwei Bran Li, et al. ∙

∙ 05/15/2023

The Brain Tumor Segmentation (BraTS) Challenge 2023: Local Synthesis of Healthy Brain Tissue via Inpainting

A myriad of algorithms for the automatic analysis of brain MR images is ...

0 Florian Kofler, et al. ∙

∙ 05/12/2023

The ASNR-MICCAI Brain Tumor Segmentation (BraTS) Challenge 2023: Intracranial Meningioma

Meningiomas are the most common primary intracranial tumor in adults and...

0 Dominic LaBella, et al. ∙

∙ 03/27/2023

Multi-contrast MRI Super-resolution via Implicit Neural Representations

Clinical routine and retrospective cohorts commonly include multi-parame...

0 Julian McGinnis, et al. ∙

∙ 01/18/2023

ViT-AE++: Improving Vision Transformer Autoencoder for Self-supervised Medical Image Representations

Self-supervised learning has attracted increasing attention as it learns...

0 Chinmay Prabhakar, et al. ∙

∙ 12/03/2022

A Domain-specific Perceptual Metric via Contrastive Self-supervised Representation: Applications on Natural and Medical Images

Quantifying the perceptual similarity of two images is a long-standing p...

0 Hongwei Bran Li, et al. ∙

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