578 citations · 3k across the 77 of their papers we have counts for
13 papers · 1 filter
Monte-Carlo Sampling applied to Multiple Instance Learning for Histological Image Classification
Marc Combalia, Veronica Vilaplana
We propose a patch sampling strategy based on a sequential Monte-Carlo method for high resolution image classification in the context of Multiple Instance Learning. When compared w…
Spectral imaging of thermal damage induced during microwave ablation in the liver
Neil T. Clancy, Kurinchi Gurusamy, Geoffrey Jones +4
Induction of thermal damage to tissue through delivery of microwave energy is frequently applied in surgery to destroy diseased tissue such as cancer cells. Minimization of unwante…
FaceOff: Anonymizing Videos in the Operating Rooms
Evangello Flouty, Odysseas Zisimopoulos, Danail Stoyanov
Video capture in the surgical operating room (OR) is increasingly possible and has potential for use with computer assisted interventions (CAI), surgical data science and within sm…
Affordable Mobile-based Simulator for Robotic Surgery
Piyamate Wisanuvej, Petros Giataganas, Paul Riordan +2
Robotic surgery and novel surgical instrumentation present great potentials towards safer, more accurate and consistent minimally invasive surgery. However, their adoption is depen…
DeepPhase: Surgical Phase Recognition in CATARACTS Videos
Odysseas Zisimopoulos, Evangello Flouty, Imanol Luengo +4
Automated surgical workflow analysis and understanding can assist surgeons to standardize procedures and enhance post-surgical assessment and indexing, as well as, interventional m…
Automated Performance Assessment in Transoesophageal Echocardiography with Convolutional Neural Networks
Evangelos B. Mazomenos, Kamakshi Bansal, Bruce Martin +3
Transoesophageal echocardiography (TEE) is a valuable diagnostic and monitoring imaging modality. Proper image acquisition is essential for diagnosis, yet current assessment techni…
Higher Order of Motion Magnification for Vessel Localisation in Surgical Video
Mirek Janatka, Ashwin Sridhar, John Kelly +1
Locating vessels during surgery is critical for avoiding inadvertent damage, yet vasculature can be difficult to identify. Video motion magnification can potentially highlight vess…
Surgical Data Science: A Consensus Perspective
Lena Maier-Hein, Matthias Eisenmann, Carolin Feldmann +25
Surgical data science is a scientific discipline with the objective of improving the quality of interventional healthcare and its value through capturing, organization, analysis, a…
Why rankings of biomedical image analysis competitions should be interpreted with care
Lena Maier-Hein, Matthias Eisenmann, Annika Reinke +35
International challenges have become the standard for validation of biomedical image analysis methods. Given their scientific impact, it is surprising that a critical analysis of c…
Comparative evaluation of instrument segmentation and tracking methods in minimally invasive surgery
Sebastian Bodenstedt, Max Allan, Anthony Agustinos +17
Intraoperative segmentation and tracking of minimally invasive instruments is a prerequisite for computer- and robotic-assisted surgery. Since additional hardware like tracking sys…
Interpretable Fully Convolutional Classification of Intrapapillary Capillary Loops for Real-Time Detection of Early Squamous Neoplasia
Luis C. Garcia-Peraza-Herrera, Martin Everson, Wenqi Li +10
In this work, we have concentrated our efforts on the interpretability of classification results coming from a fully convolutional neural network. Motivated by the classification o…
Automated pick-up of suturing needles for robotic surgical assistance
Claudia D'Ettorre, George Dwyer, Xiaofei Du +4
Robot-assisted laparoscopic prostatectomy (RALP) is a treatment for prostate cancer that involves complete or nerve sparing removal prostate tissue that contains cancer. After remo…
Augmented Reality needle ablation guidance tool for Irreversible Electroporation in the pancreas
Timur Kuzhagaliyev, Neil T. Clancy, Mirek Janatka +7
Irreversible electroporation (IRE) is a soft tissue ablation technique suitable for treatment of inoperable tumours in the pancreas. The process involves applying a high voltage el…