output
19962026
most citedThe Medical Segmentation Decathlon

1.3k citations

223 papers

cs.LG2026★ 2 cited

Predicting gestational age at birth in the context of preterm birth from multi-modal fetal MRI

Diego Fajardo-Rojas, Megan Hall, Daniel Cromb +4

Preterm birth is associated with significant mortality and a risk for lifelong morbidity. The complex multifactorial aetiology hampers accurate prediction and thus optimal care. A…

cs.RO2026

Visual-Tactile Peg-in-Hole Assembly Learning from Peg-out-of-Hole Disassembly

Yongqiang Zhao, Xuyang Zhang, Zhuo Chen +3

Peg-in-hole (PiH) assembly is a fundamental yet challenging robotic manipulation task. While reinforcement learning (RL) has shown promise in tackling such tasks, it requires exten…

cs.RO2026★ 1 cited

Toward AI Autonomous Navigation for Mechanical Thrombectomy using Hierarchical Modular Multi-agent Reinforcement Learning (HM-MARL)

Harry Robertshaw, Nikola Fischer, Lennart Karstensen +6

Mechanical thrombectomy (MT) is typically the optimal treatment for acute ischemic stroke involving large vessel occlusions, but access is limited due to geographic and logistical…

eess.SP2026

Edge AI Inference in ISCC Networks: Sensing Accuracy Analysis and Precoding Design

Lingyun Xu, Bowen Wang, Huiyong Li +1

This work explores the relationship between sensing accuracy and precoding coefficients for edge artificial intelligence (AI) inference in integrated sensing, communication and com…

cs.ET2025

Anchor-and-Connect: Robotic Aerial Base Stations Transforming 6G Infrastructure

Wen Shang, Yuan Liao, Vasilis Friderikos +1

Despite the significant attention that aerial base stations (ABSs) have received recently, their practical implementation is severely weakened by their limited endurance due to the…

cs.CV2025

Grounding Surgical Action Triplets with Instrument Instance Segmentation: A Dataset and Target-Aware Fusion Approach

Oluwatosin Alabi, Meng Wei, Charlie Budd +2

Understanding surgical instrument-tissue interactions requires not only identifying which instrument performs which action on which anatomical target, but also grounding these inte…