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D

Danail Stoyanov

University of London

62H-index
719Paper Count
1.5WCitation Count
Published Papers 135
Publication Date
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First-in-human evaluation of real-time pixel-level AI-assisted anatomical segmentation in neurosurgery: pituitary surgery as an exemplar
errPituitary
IF3.4
err2026-10-03
err0
errOAAI
errDanyal Z Khan; Zhehua Mao; Anjana Wijekoon; Adrito Das; Simon C Williams; Ann Blandford; Abhiney Jain; Lauren Harris; Anouk Borg; Neil L Dorward; Matthew J Clarkson; Sophia Bano; Peter McCulloch; Danail Stoyanov; Hani J Marcus
errShare
errSave
Federated Learning for surgical vision in appendicitis classification: Results of the FedSurg EndoVis 2024 challenge
errMedical Image Analysis
IF11.8
err2026-09-07
err0
errOAAI
errMax Kirchner; Hanna Hoffmann; Alexander C. Jenke; Oliver L. Saldanha; Kevin Pfeiffer; Weam Kanjo; Julia Alekseenko; Claas de Boer; Santhi Raj Kolamuri; Lorenzo Mazza; Nicolas Padoy; Sophia Bano; Annika Reinke; Lena Maier-Hein; Danail Stoyanov; Jakob N. Kather; Fiona R. Kolbinger; Sebastian Bodenstedt; Stefanie Speidel
errShare
errSave
SEDCLIP: Adapting vision-language model for multi-label surgical error detection
errMedical Image Analysis
IF11.8
err2026-08-29
err0
errOAAI
errJialang Xu; Ka-Wai Yung; Freweini M. Tesfai; Matthew Boal; Nazir Sirajudeen; Xu Wang; Philip J. Edwards; John D. Kelly; Ashwin Sridhar; Dhivya Chandrasekaran; Yueming Jin; Danail Stoyanov; Nader Francis; Evangelos B. Mazomenos
errShare
errSave
SoftCerv: A Pneumatic Soft Robot for Speculum-Free Cervical Cancer Screening
errIEEE Transactions on Medical Robotics and Bionics
IF3.8
err2026-08-26
err0
PREAI
errA. McDonald-Bowyer; X. Tan; A. Olaitan; A. Gentry-Maharaj; D. Stoyanov; A. Stilli
errShare
errSave
Diff2DGS: Reliable Reconstruction of Occluded Surgical Scenes via 2D Gaussian Splatting
errIEEE Robotics and Automation Letters
IF5.3
err2026-08-12
err0
PREAI
errTianyi Song; Danail Stoyanov; Evangelos Mazomenos; Francisco Vasconcelos
errShare
errSave
SurgFusion-Net: Diversified Adaptive Multimodal Fusion Network for Surgical Skill Assessment
errIEEE Transactions on Medical Imaging
IF9.8
err2026-08-10
err0
PREAI
errRunlong He; Freweini M. Tesfai; Matthew W. E. 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
errShare
errSave
EndoLRMGS: Combining Large Reconstruction Modelling and Gaussian Splatting for Complete Endoscopic Scene Reconstruction
errIEEE Transactions on Medical Imaging
IF9.8
err2026-06-25
err0
PREAI
errXu Wang; Shuai Zhang; Baoru Huang; Jialang Xu; Danail Stoyanov; Evangelos B. Mazomenos
errShare
errSave
Learning from single timestamps: complexity estimation in laparoscopic cholecystectomy
errInternational Journal of Computer Assisted Radiology and Surgery
IF2.3
err2026-06-01
err0
errOAAI
errAnastasiou, Dimitrios; Barbarisi, Santiago; Culshaw, Lucy; Patel, Jayna; Mazomenos, Evangelos B.; Luengo, Imanol; Stoyanov, Danail
errShare
errSave
Imaging skins: stretchable Gd2O2S:Tb X-ray detectors for image-guided surgery
errInternational Journal of Computer Assisted Radiology and Surgery
IF2.3
err2026-06-01
err0
errOAAI
errRaffaut, Rozenn; Moss, Robert; Stilli, Agostino; Stoyanov, Danail
errShare
errSave
A benchmark of methods for surgical instrument segmentation in endoscopic pituitary surgery
errInternational Journal of Computer Assisted Radiology and Surgery
IF2.3
err2026-05-01
err0
PREAI
errFeeny, Kendall; Wijekoon, Anjana; Wei, Wenhua; Khan, Danyal Zaman; Stoyanov, Danail; Marcus, Hani J.; Bano, Sophia
errShare
errSave
Warm-started reinforcement learning for iterative 3D/2D liver registration
errInternational Journal of Computer Assisted Radiology and Surgery
IF2.3
err2026-05-01
err0
PREAI
errZhang, Hanyuan; He, Lucas; Cheng, Zijie; Kadkhodamohammadi, Abdolrahim; Stoyanov, Danail; Davidson, Brian R.; Mazomenos, Evangelos B.; Clarkson, Matthew J.
errShare
errSave
SurgViVQA: temporally grounded video question answering for surgical scene understanding
errInternational Journal of Computer Assisted Radiology and Surgery
IF2.3
err2026-05-01
err0
PREAI
errDrago, Mauro Orazio; Carlini, Luca; Balyemez, Pelinsu Celebi; Pierantozzi, Dennis; Lena, Chiara; Hassan, Cesare; Stoyanov, Danail; Momi, Elena De; Bano, Sophia; Hoque, Mobarak I.
errShare
errSave
PitVQA++: Vector Matrix-Low-Rank Adaptation for Open-Ended Visual Question Answering in Pituitary Surgery
errIEEE Transactions on Medical Imaging
IF9.8
err2026-04-06
err0
PREAI
errRunlong He; Danyal Z. Khan; Evangelos B. Mazomenos; Hani J. Marcus; Danail Stoyanov; Matthew J. Clarkson; Mobarak I. Hoque
errShare
errSave
SRS307 - A perfused human pancreatic cancer model for evaluating loco-regional therapies: a feasibility study supporting the 3Rs
errbjs
IF0
err2026-03-27
err0
PREAI
errZainab Rai; Morenike Magbagbeola; Roger Feakins; Agostino Stilli; Danail Stoyanov; Brian Davidson
errShare
errSave
TDN-PPO: An Automatic Control Framework of a Surgical Robot for Posterior Segment Ophthalmic Surgery
errIEEE Transactions on Automation Science and Engineering
IF6.4
err2026-03-09
err0
errOAAI
errNing Wang; Xiaodong Zhang; Sophia Bano; Danail Stoyanov; Ziting Liang; Agostino Stilli
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errSave
AnatoDiff: Synthesizing Anatomically Truthful Radiographs With Limited Training Images
errIEEE Transactions on Medical Imaging
IF9.8
err2026-02-06
err0
PREAI
errKa-Wai Yung; Jayaram Sivaraj; Lodovico di Giura; Simon Eaton; Paolo De Coppi; Danail Stoyanov; Stavros Loukogeorgakis; Evangelos B. Mazomenos
errShare
errSave
Comparative validation of surgical phase recognition, instrument keypoint estimation, and instrument instance segmentation in endoscopy: Results of the PhaKIR 2024 challenge
errMedical Image Analysis
IF11.8
err2026-01-13
err0
errOAAI
errTobias Rueckert; David Rauber; Raphaela Maerkl; Leonard Klausmann; Suemeyye R. Yildiran; Max Gutbrod; Danilo Weber Nunes; Alvaro Fernandez Moreno; Imanol Luengo; Danail Stoyanov; Nicolas Toussaint; Enki Cho; Hyeon Bae Kim; Oh Sung Choo; Ka Young Kim; Seong Tae Kim; Gonçalo Arantes; Kehan Song; Jianjun Zhu; Junchen Xiong
errShare
errSave
Out-of-Distribution Detection in Gastrointestinal Vision by Estimating Nearest Centroid Distance Deficit
errMEDICAL IMAGE UNDERSTANDING AND ANALYSIS, MIUA 2025, PT II
IF0
err2026-01-01
err0
PREAI
errPokhrel, Sandesh; Bhandari, Sanjay; Ali, Sharib; Lambrou, Typhon; Anh Nguyen; Shrestha, Yash Raj; Watson, Angus; Stoyanov, Danail; Gyawali, Prashnna; Bhattarai, Binod
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errSave
SurgicalGS: Dynamic 3D Gaussian Splatting for Accurate Robotic-Assisted Surgical Scene Reconstruction
errMEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT XI
IF0
err2026-01-01
err0
PREAI
errChen, Jialei; Zhang, Xin; Hogue, Mobarak, I; Vasconcelos, Francisco; Stoyanov, Danail; Elson, Daniel S.; Huang, Baoru
errShare
errSave
SurgflowNet: Leveraging unannotated video for consistent endoscopic pituitary surgery workflow recognition
errArtificial Intelligence in Medicine
IF6.2
err2025-11-26
err0
errOAAI
errAnjana Wijekoon; Adrito Das; Zhehua Mao; Danyal Z. Khan; John G. Hanrahan; Danail Stoyanov; Hani J. Marcus; Sophia Bano
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
S
Sébastien Ourselin
H-index: 119 · Papers: 1.8K
E
Edward R. Laws
H-index: 116 · Papers: 1.0K
C
Cesare Hassan
H-index: 110 · Papers: 1.7K
P
Pheng‐Ann Heng
H-index: 108 · Papers: 1.0K
B
Bram van Ginneken
H-index: 106 · Papers: 698
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