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Evangelos B. Mazomenos

University of London

22H-index
147Paper Count
1.8KCitation Count
Published Papers 40
Publication Date
SEDCLIP: Adapting vision-language model for multi-label surgical error detection
err2026-08-29
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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
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Diff2DGS: Reliable Reconstruction of Occluded Surgical Scenes via 2D Gaussian Splatting
err2026-08-12
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PREAI
errTianyi Song; Danail Stoyanov; Evangelos Mazomenos; Francisco Vasconcelos
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SurgFusion-Net: Diversified Adaptive Multimodal Fusion Network for Surgical Skill Assessment
err2026-08-10
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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
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EndoLRMGS: Combining Large Reconstruction Modelling and Gaussian Splatting for Complete Endoscopic Scene Reconstruction
err2026-06-25
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PREAI
errXu Wang; Shuai Zhang; Baoru Huang; Jialang Xu; Danail Stoyanov; Evangelos B. Mazomenos
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Learning from single timestamps: complexity estimation in laparoscopic cholecystectomy
err2026-06-01
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errOAAI
errAnastasiou, Dimitrios; Barbarisi, Santiago; Culshaw, Lucy; Patel, Jayna; Mazomenos, Evangelos B.; Luengo, Imanol; Stoyanov, Danail
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Warm-started reinforcement learning for iterative 3D/2D liver registration
err2026-05-01
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PREAI
errZhang, Hanyuan; He, Lucas; Cheng, Zijie; Kadkhodamohammadi, Abdolrahim; Stoyanov, Danail; Davidson, Brian R.; Mazomenos, Evangelos B.; Clarkson, Matthew J.
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PitVQA++: Vector Matrix-Low-Rank Adaptation for Open-Ended Visual Question Answering in Pituitary Surgery
err2026-04-06
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PREAI
errRunlong He; Danyal Z. Khan; Evangelos B. Mazomenos; Hani J. Marcus; Danail Stoyanov; Matthew J. Clarkson; Mobarak I. Hoque
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Deep learning for Evaluation and Prediction of TecHnical Skills in robotic-assisted vaginal cuff closure (DEPTHS) study
err2026-03-19
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PREAI
errFreweini Tesfai; Jialang Xu; Dimitrios Anastasiou; Runlong He; Matthew Boal; Yekaterina Aranan; Gita Lingam; Diya Shah; Danail Stoyanov; Dhivya Chandrasekaran; Evangelos Mazomenos; Nader Francis
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AnatoDiff: Synthesizing Anatomically Truthful Radiographs With Limited Training Images
err2026-02-06
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PREAI
errKa-Wai Yung; Jayaram Sivaraj; Lodovico di Giura; Simon Eaton; Paolo De Coppi; Danail Stoyanov; Stavros Loukogeorgakis; Evangelos B. Mazomenos
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Temporally Stable Monocular Depth Estimation in Surgical Vision
err2026-01-01
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PREAI
errXu, Jialang; Colleoni, Emanuele; Toussaint, Nicolas; Asad, Muhammad; Sanchez-Matilla, Ricardo; Mazomenos, Evangelos B.; Luengo, Imanol; Stoyanov, Danail
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Interdisciplinary Dialogues on Surgical Data Science: Revising Its Benefits for Surgical Stakeholders and Patients
err2025-12-15
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PREAI
errMarco Bombieri; Arnaud Huaulmé; Kevin Cleary; Stamatia Giannarou; Gernot Kronreif; Franziska Mathis-Ullrich; Evangelos Mazomenos; Krystel Nyangoh Timoh; Micha Pfeiffer; Marco A. Zenati; Paolo Fiorini; Pierre Jannin
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A surgical approach to building impactful artificial intelligence
err2025-11-21
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errOAAI
errSimon C. Williams; Danyal Z. Khan; Sophia Bano; Ann Blandford; Matthew J. Clarkson; Enrico Costanza; Evangelos B. Mazomenos; Danail Stoyanov; Peter McCulloch; Hani J. Marcus
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Metabolic Flexibility as a Candidate Mechanism for the Development of Postoperative Morbidity
err2025-11-01
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PREAI
errArina, Pietro; Whittle, John; Kaczorek, Maciej R.; Ferrari, Davide; Tetlow, Nicholas; Dewar, Amy; Stephens, Robert; Martin, Daniel; Moonesinghe, S. Ramani; Mazomenos, Evangelos B.; Singer, Mervyn
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Medical & healthcare robotics: a roadmap for enhanced precision, safety, and efficacy
err2025-10-31
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PREAI
errIakovidis, Dimitris K.; Vartholomeos, Panagiotis; Le Gall, Alexia; Cianchetti, Matteo; Ozioko, Oliver; Dahiya, Ravinder; Mazomenos, Evangelos; Vasconcelos, Francisco; Stoyanov, Danail; Philpott, Joe; Erdem, Taha; Cummins, Gerard; Ciuti, Gastone; Seneci, Carlo A.; Bergeles, Christos; Kim, Minsoo; Pane, Salvador; Nelson, Bradley J.; Poulakakis, Ioannis; Simatos, Odysseas; Polygerinos, Panagiotis; Toupas, Petros; Giakoumis, Dimitrios; Tzovaras, Dimitrios; Su, Zhidong; Sheng, Weihua; Panayides, Andreas S.; Christoforou, Eftychios G.; Pattichis, Constantinos S.
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The ACPGBI AI taskforce report: A mixed-methods roadmap for AI in colorectal surgery
err2025-09-01
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errOAAI
errKinross, James M.; Lam, Kyle; Yiu, Andrew; Adams, Katie; Altaf, Kiran; Burns, Elaine; Duffourc, Mindy; Eardley, Nicola; Evans, Charles; Giannarou, Stamatia; Hancock, Laura; Hu, Victoria; Javed, Ahsan; Khare, Shivank; Mazomenos, Evangelos; Mcgeever, Linnet; Moug, Susan; Nastro, Piero; Ourselin, Sebastien; Ramamoorthy, Subramanian; Roxburgh, Campbell; Simister, Catherine; Stoyanov, Danail; Thomas, Gregory; Valdastri, Pietro; Vass, Marcus; Vimalachandran, Dale; Vercauteren, Tom; Davies, Justin
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A Rectal Cancer Surgery Dataset: Use of artificial intelligence to aid automation of error identification
err2025-01-30
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errOAAI
errGhamrawi, Walaa; Curtis, Nathan; Xu, Jialang; Boal, Matt; Mazomenos, Evangelos; Edwards, Eddie; Stoyanov, Danail
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PROBAST Assessment of Machine Learning: Reply
err2024-05-29
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PREAI
errArina, Pietro; Mazomenos, Evangelos B.; Whittle, John; Singer, Mervyn
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Evaluation of objective tools and artificial intelligence in robotic surgery technical skills assessment: a systematic review
err2023-11-10
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errOAAI
errBoal, Matthew W. E.; Anastasiou, Dimitrios; Tesfai, Freweini; Ghamrawi, Walaa; Mazomenos, Evangelos; Curtis, Nathan; Collins, Justin W.; Sridhar, Ashwin; Kelly, John; Stoyanov, Danail; Francis, Nader K.
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Prediction of Complications and Prognostication in Perioperative Medicine: A Systematic Review and PROBAST Assessment of Machine Learning Tools
err2023-11-09
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errOAAI
errArina, Pietro; Kaczorek, Maciej R.; Hofmaenner, Daniel A.; Pisciotta, Walter; Refinetti, Patricia; Singer, Mervyn; Mazomenos, Evangelos B.; Whittle, John
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