Reuben Docea
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View article: Current validation practice undermines surgical AI development
Current validation practice undermines surgical AI development Open
Surgical data science (SDS) is rapidly advancing, yet clinical adoption of artificial intelligence (AI) in surgery remains severely limited, with inadequate validation emerging as a key obstacle. In fact, existing validation practices ofte…
View article: SeeSaw: Learning Soft Tissue Deformation From Laparoscopy Videos With GNNs
SeeSaw: Learning Soft Tissue Deformation From Laparoscopy Videos With GNNs Open
A major challenge in image-guided laparoscopic surgery is that structures of interest often deform and go, even if only momentarily, out of view. Methods which rely on having an up-to-date impression of those structures, such as registrati…
View article: GUIDED CALIBRATION OF MEDICAL STEREO ENDOSCOPES
GUIDED CALIBRATION OF MEDICAL STEREO ENDOSCOPES Open
Using stereo endoscopes for 3D reconstruction in minimally invasive surgery, the calibration of the stereo system is required. Since calibration in general and of medical endoscopes in particular is a well discussed topic, this publication…
View article: Long-Term Temporally Consistent Unpaired Video Translation from Simulated Surgical 3D Data
Long-Term Temporally Consistent Unpaired Video Translation from Simulated Surgical 3D Data Open
Research in unpaired video translation has mainly focused on short-term temporal consistency by conditioning on neighboring frames. However for transfer from simulated to photorealistic sequences, available information on the underlying ge…
View article: Long-Term Temporally Consistent Unpaired Video Translation from\n Simulated Surgical 3D Data
Long-Term Temporally Consistent Unpaired Video Translation from\n Simulated Surgical 3D Data Open
Research in unpaired video translation has mainly focused on short-term\ntemporal consistency by conditioning on neighboring frames. However for\ntransfer from simulated to photorealistic sequences, available information on\nthe underlying…
View article: Characterizing Genetic Circuit Components in <i>E. coli</i> towards a <i>Campylobacter jejuni</i> Biosensor
Characterizing Genetic Circuit Components in <i>E. coli</i> towards a <i>Campylobacter jejuni</i> Biosensor Open
Campylobacter jejuni is responsible for most cases of bacterial gastroenteritis (food poisoning) in the United Kingdom. The most common routes of transmission are by contact with raw poultry. Current detection systems for the pathogen are …