Danyal Z. Khan

According to our database, Danyal Z. Khan authored at least 19 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Comparing artificial intelligence and healthcare professional performance in surgical and interventional video analysis: a systematic review and meta-analysis.

Amir Rafati Fard, Simon C. Williams, Kieran J. Smith, Jasneet K. Dhaliwal, Tomas Ferreira, Adrito Das, Joachim Starup-Hansen, John G. Hanrahan, Chan Hee Koh, Danyal Z. Khan, Danail Stoyanov, Hani J. Marcus

npj Digit. Medicine, 2026

SurgflowNet: Leveraging unannotated video for consistent endoscopic pituitary surgery workflow recognition.

Anjana Wijekoon, Adrito Das, Zhehua Mao, Danyal Z. Khan, John G. Hanrahan, Danail Stoyanov, Hani J. Marcus, Sophia Bano

Artif. Intell. Medicine, 2026

Surgical AI Copilot: Energy-Based Fourier Gradient Low-Rank Adaptation for Surgical LLM Agent Reasoning and Planning.

Jiayuan Huang, Runlong He, Danyal Z. Khan, Evangelos B. Mazomenos, Danail Stoyanov, Hani J. Marcus, Linzhe Jiang, Matthew John Clarkson, Mobarak I. Hoque

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

SurgAnt-ViVQA: Learning to Anticipate Surgical Events through GRU-Driven Temporal Cross-Attention.

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

CoRR, November, 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., June, 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., June, 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, March, 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, February, 2025

A surgical approach to building impactful artificial intelligence.

Simon C. Williams, Danyal Z. Khan, Sophia Bano, Ann Blandford, Matthew J. Clarkson, Enrico Costanza, Evangelos B. Mazomenos, Danail Stoyanov, Peter McCulloch, Hani J. Marcus

npj Digit. Medicine, 2025

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, You Pang, Zhen Chen, Jinlin Wu, Xiaoyang Zou, Guoyan Zheng, Abdul Qayyum, Moona Mazher, Imran Razzak, Tianbin Li, Jin Ye, Junjun He, Szymon Plotka, Joanna Kaleta, Amine Yamlahi, Antoine Jund, Patrick Godau, Satoshi Kondo, Satoshi Kasai, Kousuke Hirasawa, Dominik Rivoir, Stefanie Speidel, Alejandra Pérez, Santiago Rodríguez, Pablo Arbeláez, Danail Stoyanov, Hani J. Marcus, Sophia Bano

Medical Image Anal., 2025

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., June, 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, Danail Stoyanov, Hani J. Marcus

npj Digit. Medicine, 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

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, Sophia Bano

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

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, You Pang, Zhen Chen, Jinlin Wu, Xiaoyang Zou, Guoyan Zheng, Abdul Qayyum, Moona Mazher, Imran Razzak, Tianbin Li, Jin Ye, Junjun He, Szymon Plotka, Joanna Kaleta, Amine Yamlahi, Antoine Jund, Patrick Godau, Satoshi Kondo, Satoshi Kasai, Kousuke Hirasawa, Dominik Rivoir, Alejandra Pérez, Santiago Rodríguez, Pablo Arbeláez, Danail Stoyanov, Hani J. Marcus, Sophia Bano

CoRR, 2024

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

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

2023

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

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

2022

Reducing prediction volatility in the surgical workflow recognition of endoscopic pituitary surgery.

Adrito Das, Sophia Bano, Francisco Vasconcelos, Danyal Z. Khan, Hani J. Marcus, Danail Stoyanov

Int. J. Comput. Assist. Radiol. Surg., 2022