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#p_schnabel

LOS+25

Temporal Neural Cellular Automata: Application to Modeling of Contrast Enhancement in Breast MRI

MICCAI 2025

#p_schnabel

WCB+25

Influence of Classification Task and Distribution Shift Type on OOD Detection in Fetal Ultrasound

MICCAI 2025

#p_schnabel #p_wiestler

RMG+25

GroundingDINO for Open-Set Lesion Detection in Medical Imaging

MSB EMERGE @MICCAI 2025

#p_schnabel #p_wiestler

NPS+25

INR Meets Multi-Contrast MRI Reconstruction

RIME @MICCAI 2025

#p_schnabel

LCS+25

Does DINOv3 Set a New Medical Vision Standard?

Preprint (Sep. 2025)

#p_rueckert #p_schnabel #p_wachinger #p_wiestler

ESH+25

Motion-Robust T2* Quantification From Low-Resolution Gradient Echo Brain MRI With Physics-Informed Deep Learning

Magnetic Resonance in Medicine Early Access. Aug. 2025

#p_schnabel

ALS25

Hierarchical Adaptive Networks With Task Vectors for Test-Time Adaptation

Preprint (Aug. 2025)

#p_schnabel

LLB+25a

Knowledge to Sight: Reasoning Over Visual Attributes via Knowledge Decomposition for Abnormality Grounding

Preprint (Aug. 2025)

#p_schnabel #p_wiestler

LLB+25

Enhancing Abnormality Grounding for Vision Language Models With Knowledge Descriptions

Preprint (Mar. 2025)

#p_schnabel #p_wiestler

BWR+25

Evaluating Normative Representation Learning in Generative AI for Robust Anomaly Detection in Brain Imaging

Nature Communications 16.1624. Feb. 2025

#p_rueckert #p_schnabel #p_wiestler

LSZ+25

Ultrasound Report Generation With Cross-Modality Feature Alignment via Unsupervised Guidance

IEEE Transactions on Medical Imaging 44.1. Jan. 2025

#p_navab #p_schnabel

DKI+25

LNQ 2023 Challenge: Benchmark of Weakly-Supervised Techniques for Mediastinal Lymph Node Quantification

Machine Learning for Biomedical Imaging 3.Special Issue. Jan. 2025

#p_schnabel

RSS+24

From Model Based to Learned Regularization in Medical Image Registration: A Comprehensive Review

Preprint (Dec. 2024)

#p_rueckert #p_schnabel

DOR+24

On Differentially Private 3D Medical Image Synthesis With Controllable Latent Diffusion Models

DGM4 @MICCAI 2024

#p_kaissis #p_schnabel

RKZ+24

Complex-Valued Federated Learning With Differential Privacy and MRI Applications

DeCaF @MICCAI 2024

#p_kaissis #p_rueckert #p_schnabel

OLR+24

Enhancing the Utility of Privacy-Preserving Cancer Classification Using Synthetic Data

Deep-Breath @MICCAI 2024

#p_kaissis #p_schnabel

KLF+24

Graph Neural Networks: A Suitable Alternative to MLPs in Latent 3D Medical Image Classification?

GRAIL @MICCAI 2024

#p_schnabel

FFO+24

Progressive Growing of Patch Size: Resource-Efficient Curriculum Learning for Dense Prediction Tasks

MICCAI 2024

#p_schnabel

RFB+24

Data-Driven Tissue- And Subject-Specific Elastic Regularization for Medical Image Registration

MICCAI 2024

#p_schnabel

SLZ+24

Design as Desired: Utilizing Visual Question Answering for Multimodal Pre-Training

MICCAI 2024

#p_schnabel

LKM+24

Language Models Meet Anomaly Detection for Better Interpretability and Generalizability

MMMI @MICCAI 2024

#p_rueckert #p_schnabel #p_wiestler

GLA+24

Unsupervised Similarity Learning for Image Registration With Energy-Based Models

WBIR @MICCAI 2024

#p_navab #p_schnabel

KRS+24b

General Vision Encoder Features as Guidance in Medical Image Registration

WBIR @MICCAI 2024

#p_rueckert #p_schnabel

ERS+24

Deep Learning for Autosegmentation for Radiotherapy Treatment Planning: State-of-the-Art and Novel Perspectives

Strahlentherapie Und Onkologie 201. Aug. 2024

#p_rueckert #p_schnabel #p_wiestler

FKL+24

Mask the Unknown: Assessing Different Strategies to Handle Weak Annotations in the MICCAI2023 Mediastinal Lymph Node Quantification Challenge

Machine Learning for Biomedical Imaging 2. Jun. 2024

#p_schnabel

KFL+24

Unifying Local and Global Shape Descriptors to Grade Soft-Tissue Sarcomas Using Graph Convolutional Networks

ISBI 2024

#p_schnabel

KFF+24

Investigating the Role of Morphology in Deep Learning-Based Liposarcoma Grading

ESTRO 2024

#p_schnabel

RSZ24

Learning Physics-Inspired Regularization for Medical Image Registration With Hypernetworks

SPIE 2024

#p_schnabel

ZHS+23

Towards Generalised Neural Implicit Representations for Image Registration

DGM4 @MICCAI 2023

#p_rueckert #p_schnabel

MPZ+23

A Skeletonization Algorithm for Gradient-Based Optimization

ICCV 2023

#p_menten #p_rueckert #p_schnabel
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