Reducing prediction volatility in the surgical workflow recognition of endoscopic pituitary surgery. - Adrito Das; Sophia Bano; Francisco Vasconcelos 001; Danyal Z. Khan; Hani J. Marcus; Danail Stoyanov (Int. J. Comput. Assist. Radiol. Surg., 2022)

A Multi-task Network for Anatomy Identification in Endoscopic Pituitary Surgery. - Adrito Das; Danyal Z. Khan; Simon C. Williams; John G. Hanrahan; Anouk Borg; Neil L. Dorward; Sophia Bano; Hani J. Marcus; Danail Stoyanov (MICCAI (9), 2023)

PitVQA: Image-Grounded Text Embedding LLM for Visual Question Answering in Pituitary Surgery. - Runlong He; Mengya Xu; Adrito Das; Danyal Z. Khan; Sophia Bano; Hani J. Marcus; Danail Stoyanov; Matthew J. Clarkson; Mobarakol Islam (MICCAI (6), 2024)

PitVis-2023 Challenge: Workflow Recognition in videos of Endoscopic Pituitary Surgery. - Adrito Das; Danyal Z. Khan; Dimitrios Psychogyios; Yitong Zhang; John G. Hanrahan; Francisco Vasconcelos 001; You Pang; Zhen Chen 018; Jinlin Wu; Xiaoyang Zou; Guoyan Zheng; Abdul Qayyum; et al. (CoRR, 2024)

PitRSDNet: Predicting Intra-operative Remaining Surgery Duration in Endoscopic Pituitary Surgery. - Anjana Wijekoon; Adrito Das; Roxana Ramirez Herrera; Danyal Z. Khan; John G. Hanrahan; Eleanor Carter; Valpuri Luoma; Danail Stoyanov; Hani J. Marcus; Sophia Bano (CoRR, 2024)

Automated Surgical Skill Assessment in Endoscopic Pituitary Surgery using Real-time Instrument Tracking on a High-fidelity Bench-top Phantom. - Adrito Das; Bilal Sidiqi; Laurent Mennillo; Zhehua Mao; Mikael Brudfors; Miguel Xochicale; Danyal Z. Khan; Nicola Newall; John G. Hanrahan; Matthew J. Clarkson; Danail Stoyanov; Hani J. Marcus; et al. (CoRR, 2024)

Handheld robotic device for endoscopic neurosurgery: system integration and pre-clinical evaluation. - Emmanouil Dimitrakakis; George Dwyer; Nicola Newall; Danyal Z. Khan; Hani J. Marcus; Danail Stoyanov (Frontiers Robotics AI, 2024)

Artificial intelligence assisted operative anatomy recognition in endoscopic pituitary surgery. - Danyal Z. Khan; Alexandra Valetopoulou; Adrito Das; John G. Hanrahan; Simon C. Williams; Sophia Bano; Anouk Borg; Neil L. Dorward; Santiago Barbarisi; Lucy Culshaw; Karen Kerr; Imanol Luengo; et al. (npj Digit. Medicine, 2024)

PitSurgRT: real-time localization of critical anatomical structures in endoscopic pituitary surgery. - Zhehua Mao; Adrito Das; Mobarakol Islam; Danyal Z. Khan; Simon C. Williams; John G. Hanrahan; Anouk Borg; Neil L. Dorward; Matthew J. Clarkson; Danail Stoyanov; Hani J. Marcus; Sophia Bano (Int. J. Comput. Assist. Radiol. Surg., 2024)

PitVis-2023 challenge: Workflow recognition in videos of endoscopic pituitary surgery. - Adrito Das; Danyal Z. Khan; Dimitrios Psychogyios; Yitong Zhang; John G. Hanrahan; Francisco Vasconcelos 001; You Pang; Zhen Chen 018; Jinlin Wu; Xiaoyang Zou; Guoyan Zheng; Abdul Qayyum; et al. (Medical Image Anal., 2025)

PitVQA++: Vector Matrix-Low-Rank Adaptation for Open-Ended Visual Question Answering in Pituitary Surgery. - Runlong He; Danyal Z. Khan; Evangelos B. Mazomenos; Hani J. Marcus; Danail Stoyanov; Matthew J. Clarkson; Mobarakol Islam (CoRR, 2025)

SurgicalVLM-Agent: Towards an Interactive AI Co-Pilot for Pituitary Surgery. - Jiayuan Huang; Runlong He; Danyal Z. Khan; Evangelos B. Mazomenos; Danail Stoyanov; Hani J. Marcus; Matthew J. Clarkson; Mobarakol Islam (CoRR, 2025)

3D reconstruction in endonasal pituitary surgery. - Dannielle Lee; Laurent Mennillo; Emalee Burrows; Jia-En Chen; Danyal Z. Khan; Joachim Starup-Hansen; Danail Stoyanov; Matthew J. Clarkson; Hani J. Marcus; Sophia Bano (Int. J. Comput. Assist. Radiol. Surg., 2025)

ConsisTNet: a spatio-temporal approach for consistent anatomical localization in endoscopic pituitary surgery. - Zhehua Mao; Adrito Das; Danyal Z. Khan; Simon C. Williams; John G. Hanrahan; Danail Stoyanov; Hani J. Marcus; Sophia Bano (Int. J. Comput. Assist. Radiol. Surg., 2025)