output
20062026
most citedAdapted Large Language Models Can Outperform Medical Experts in Clinical Text Summarization

755 citations

63 papers

cs.CV2026

Training-free Detection and 6D Pose Estimation of Unseen Surgical Instruments

Jonas Hein, Lilian Calvet, Matthias Seibold +3

Purpose: Accurate detection and 6D pose estimation of surgical instruments are crucial for many computer-assisted interventions. However, supervised methods lack flexibility for ne…

cs.DB2025

Query Carefully: Detecting the Unanswerables in Text-to-SQL Tasks

Jasmin Saxer, Isabella Maria Aigner, Luise Linzmeier +2

Text-to-SQL systems allow non-SQL experts to interact with relational databases using natural language. However, their tendency to generate executable SQL for ambiguous, out-of-sco…

cs.CV2025

NeuralBoneReg: An Instance-Specific Label-Free Point Cloud-Based Method for Multi-Modal Bone Surface Registration

Luohong Wu, Matthias Seibold, Nicola A. Cavalcanti +5

In computer- and robot-assisted orthopedic surgery (CAOS), patient-specific surgical plans derived from preoperative imaging define target locations and implant trajectories. Durin…

cs.CV2025

OCELOT 2023: Cell Detection from Cell-Tissue Interaction Challenge

JaeWoong Shin, Jeongun Ryu, Aaron Valero Puche +21

Pathologists routinely alternate between different magnifications when examining Whole-Slide Images, allowing them to evaluate both broad tissue morphology and intricate cellular d…

cs.CV2025★ 4 cited

Advances in Automated Fetal Brain MRI Segmentation and Biometry: Insights from the FeTA 2024 Challenge

Vladyslav Zalevskyi, Thomas Sanchez, Misha Kaandorp +67

Accurate fetal brain tissue segmentation and biometric analysis are essential for studying brain development in utero. The FeTA Challenge 2024 advanced automated fetal brain MRI an…

eess.IV2025

UltraBoneUDF: Self-supervised Bone Surface Reconstruction from Ultrasound Based on Neural Unsigned Distance Functions

Luohong Wu, Matthias Seibold, Nicola A. Cavalcanti +7

Bone surface reconstruction is an essential component of computer-assisted orthopedic surgery(CAOS), forming the foundation for both preoperative planning and intraoperative guidan…