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- 2026
[c2]Jiayuan Huang, Runlong He, Danyal Z. Khan
, Evangelos B. Mazomenos, Danail Stoyanov, Hani J. Marcus, Linzhe Jiang, Matthew John Clarkson, Mobarak I. Hoque:
Surgical AI Copilot: Energy-Based Fourier Gradient Low-Rank Adaptation for Surgical LLM Agent Reasoning and Planning. AAAI 2026: 1846-1854- [i8]Hanyuan Zhang, Lucas He, Runlong He, Abdolrahim Kadkhodamohammadi, Danail Stoyanov, Brian R. Davidson, Evangelos B. Mazomenos, Matthew J. Clarkson:
FoundationPose-Initialized 3D-2D Liver Registration for Surgical Augmented Reality. CoRR abs/2602.17517 (2026) - [i7]Runlong He, Freweini M. Tesfai, Matthew Boal, Nazir Sirajudeen, Dimitrios Anastasiou, Jialang Xu, Mobarak I. Hoque, Philip J. Edwards, John D. Kelly, Ashwin Sridhar, Abdolrahim Kadkhodamohammadi, Dhivya Chandrasekaran, Matthew J. Clarkson, Danail Stoyanov, Nader Francis, Evangelos B. Mazomenos:
SurgFusion-Net: Diversified Adaptive Multimodal Fusion Network for Surgical Skill Assessment. CoRR abs/2603.00108 (2026) - [i6]Lucas He, Krinos Li, Hanyuan Zhang, Runlong He, Silvia Ingala, Luigi Lorenzini, Marleen de Bruijne, Frederik Barkhof, Rhodri Davies, Carole H. Sudre:
A Unified Framework for Joint Detection of Lacunes and Enlarged Perivascular Spaces. CoRR abs/2603.04243 (2026) - [i5]Dimitrios Anastasiou, Razvan Caramalau, Jialang Xu, Runlong He, Freweini M. Tesfai, Matthew Boal, Nader Francis, Danail Stoyanov, Evangelos B. Mazomenos:
CoRe-DA: Contrastive Regression for Unsupervised Domain Adaptation in Surgical Skill Assessment. CoRR abs/2603.29666 (2026) - 2025
- [i4]Runlong He, Danyal Z. Khan, Evangelos B. Mazomenos, Hani J. Marcus, Danail Stoyanov, Matthew J. Clarkson, Mobarakol Islam:
PitVQA++: Vector Matrix-Low-Rank Adaptation for Open-Ended Visual Question Answering in Pituitary Surgery. CoRR abs/2502.14149 (2025) - [i3]Jiayuan Huang, Runlong He, Danyal Z. Khan, Evangelos B. Mazomenos, Danail Stoyanov, Hani J. Marcus, Matthew J. Clarkson, Mobarakol Islam:
SurgicalVLM-Agent: Towards an Interactive AI Co-Pilot for Pituitary Surgery. CoRR abs/2503.09474 (2025) - [i2]Shreyas C. Dhake, Jiayuan Huang, Runlong He, Danyal Z. Khan, Evangelos B. Mazomenos, Sophia Bano, Hani J. Marcus, Danail Stoyanov, Matthew J. Clarkson, Mobarak I. Hoque:
SurgAnt-ViVQA: Learning to Anticipate Surgical Events through GRU-Driven Temporal Cross-Attention. CoRR abs/2511.03178 (2025) - 2024
- [c1]Runlong He, Mengya Xu, Adrito Das, Danyal Z. Khan, Sophia Bano, Hani J. Marcus, Danail Stoyanov, Matthew J. Clarkson, Mobarakol Islam:
PitVQA: Image-Grounded Text Embedding LLM for Visual Question Answering in Pituitary Surgery. MICCAI (6) 2024: 488-498 - [i1]Runlong He, Mengya Xu, Adrito Das, Danyal Z. Khan, Sophia Bano, Hani J. Marcus, Danail Stoyanov, Matthew J. Clarkson, Mobarakol Islam:
PitVQA: Image-grounded Text Embedding LLM for Visual Question Answering in Pituitary Surgery. CoRR abs/2405.13949 (2024)
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