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#p_ingrisch

SMD+25

3D Deep Learning-Based Muscle Volume Quantification From Thoracic CT as a Surrogate for DXA-Derived Appendicular Muscle Mass in Older Adults

Aging Clinical and Experimental Research 37.296. Oct. 2025

#p_ingrisch

SHR+25a

The Effect of Medical Explanations From Large Language Models on Diagnostic Accuracy in Radiology

Preprint (Aug. 2025)

#p_feuerriegel #p_ingrisch

WIB+25

Preventing Sensitive Information Leakage via Post-Hoc Orthogonalization With Application to Chest Radiograph Embeddings

PAKDD 2025

#p_bischl #p_ingrisch #p_ruegamer

LCP+25

PARADIM: A Platform to Support Research at the Interface of Data Science and Medical Imaging

Journal of Imaging Informatics in Medicine. Jun. 2025

#p_ingrisch

MWR+25

Radiomics-Based Differentiation of Upper Urinary Tract Urothelial and Renal Cell Carcinoma in Preoperative Computed Tomography Datasets

BMC Medical Imaging 25.196. May. 2025

#p_ingrisch

NHS+25

Optimizing Lower Extremity CT Angiography: A Prospective Study of Individualized vs. Fixed Post-Trigger Delays in Bolus Tracking

European Journal of Radiology 185.112009. Apr. 2025

#p_ingrisch

SHR+25

The Effect of Medical Explanations From Large Language Models on Diagnostic Decisions in Radiology

Preprint (Mar. 2025)

#p_feuerriegel #p_ingrisch

GKA+25

Breast Cancer Risk Prediction Using Background Parenchymal Enhancement, Radiomics, and Symmetry Features on MRI

SPIE 2025

#p_ingrisch

KGA+25

Pitfalls With Anomaly Detection for Breast Cancer Risk Prediction

SPIE 2025

#p_ingrisch

SHT+25

Replication Study of PD-L1 Status Prediction in NSCLC Using PET/CT Radiomics

European Journal of Radiology 183.111825. Feb. 2025

#p_ingrisch

GFW+25

Effect of Artificial Intelligence-Aided Differentiation of Adenomatous and Non-Adenomatous Colorectal Polyps at CT Colonography on Radiologists’ Therapy Management

European Radiology Early Access. Jan. 2025

#p_ingrisch

HRL+25

International Journal of Legal Medicine 139.1. Jan. 2025

#p_ingrisch

WDR+25

Post-Training Network Compression for 3D Medical Image Segmentation: Reducing Computational Efforts via Tucker Decomposition

Radiology: Artificial Intelligence 7.2. Jan. 2025

#p_bischl #p_ingrisch #p_ruegamer

RRD+24

Artificial Intelligence–based Rapid Brain Volumetry Substantially Improves Differential Diagnosis in Dementia

Alzheimer's and Dementia 16.e70037. Oct. 2024

#p_ingrisch

HDH+24

Software-Assisted Structured Reporting and Semi-Automated TNM Classification for NSCLC Staging in a Multicenter Proof of Concept Study

Insights Into Imaging 15.258. Oct. 2024

#p_ingrisch

GFF+24

Results From the AutoPET Challenge on Fully Automated Lesion Segmentation in Oncologic PET/CT Imaging

Nature Machine Intelligence 6. Oct. 2024

#p_ingrisch

MAS+24

Automatische ICD-10-Codierung

Die Radiologie 64. Aug. 2024

#p_bischl #p_ingrisch

KRS+24a

MRI-Based Ventilation and Perfusion Imaging to Predict Radiation-Induced Pneumonitis in Lung Tumor Patients at a 0.35T MR-Linac

Radiotherapy and Oncology. Aug. 2024

#p_ingrisch

LIH24

Towards Aleatoric and Epistemic Uncertainty in Medical Image Classification

AIME 2024

#p_huellermeier #p_ingrisch

KRS+24c

Using Ventilation and Perfusion MRI at a 0.35 T MR-Linac to Predict Radiation-Induced Pneumonitis in Lung Cancer Patients

ISMRM 2024

#p_ingrisch

JSD+24

ChatGPT Makes Medicine Easy to Swallow: An Exploratory Case Study on Simplified Radiology Reports

European Radiology 34. May. 2024

#p_bischl #p_ingrisch

Wes24

Application of Machine Learning in CT Colonography and Radiological Age Assessment: Enhancing Traditional Diagnostics in Radiology

Dissertation LMU München. Mar. 2024

#p_ingrisch

PRS+24

Computer Vision-Based Guidance Tool for Correct Radiographic Hand Positioning

SPIE 2024

#p_ingrisch

GAP+24

Deformable Current-Prior Registration of DCE Breast MR Images on Multi-Site Data

SPIE 2024

#p_ingrisch

WIB+24

Constrained Probabilistic Mask Learning for Task-Specific Undersampled MRI Reconstruction

WACV 2024

#p_bischl #p_ingrisch #p_ruegamer

WSJ+24

Radiological Age Assessment Based on Clavicle Ossification in CT: Enhanced Accuracy Through Deep Learning

International Journal of Legal Medicine. Jan. 2024

#p_ingrisch

SCS+23

A Comprehensive Machine Learning Benchmark Study for Radiomics-Based Survival Analysis of CT Imaging Data in Patients With Hepatic Metastases of CRC

Investigative Radiology 58.12. Dec. 2023

#p_bischl #p_ingrisch #p_ruegamer

WIB+23a

Post-Hoc Orthogonalization for Mitigation of Protected Feature Bias in CXR Embeddings

Preprint (Nov. 2023)

#p_bischl #p_ingrisch #p_ruegamer

SCI23

Revitalize the Potential of Radiomics: Interpretation and Feature Stability in Medical Imaging Analyses Through Groupwise Feature Importance

LB-D-DC 2023 @XAI 2023

#p_ingrisch

WIB+23

Cascaded Latent Diffusion Models for High-Resolution Chest X-Ray Synthesis

PAKDD 2023

#p_bischl #p_ingrisch #p_ruegamer

Mit23

Robust Evaluation of Contrast-Enhanced Imaging for Perfusion Quantification

Dissertation LMU München. May. 2023

#p_ingrisch

WIB+22

Implicit Embeddings via GAN Inversion for High Resolution Chest Radiographs

MAD @MICCAI 2022

#p_bischl #p_ingrisch #p_ruegamer

WIF+21

Survival-Oriented Embeddings for Improving Accessibility to Complex Data Structures

Bridging the Gap: From ML Research to Clinical Practice @NeurIPS 2021

#p_bischl #p_ingrisch #p_ruegamer

WIB+21

Towards Modelling Hazard Factors in Unstructured Data Spaces Using Gradient-Based Latent Interpolation

Deep Generative Models and Downstream Applications @NeurIPS 2021

#p_bischl #p_ingrisch #p_ruegamer

FSR+21

Bi-Centric Independent Validation of Outcome Prediction After Radioembolization of Primary and Secondary Liver Cancer

Journal of Clinical Medicine 10.16. Aug. 2021

#p_bischl #p_ingrisch
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0001-01-01 - Last modified: 0001-01-01