Closed Position

PhD opportunity [June 2022 start] on "Computational approaches for quantitative fluorescence-guided neurosurgery"

Applications are invited for the fully funded 4 years full-time PhD studentship (including home tuition fees, annual stipend and consumables) starting on 1st June 2022.
Mar 24, 2022 6 min read
Position closed. Check open ones here!
PhD opportunity [June 2022 start] on "Computational approaches for quantitative fluorescence-guided neurosurgery"
Research Associate in "Real-time Computational Hyperspectral Imaging"

Post overview:
Jan 12, 2022 4 min read
Position closed. Check open ones here!
Research Associate in "Real-time Computational Hyperspectral Imaging"
Research Associate in "Computational Hyperspectral Imaging"

Post overview:
Jan 11, 2022 4 min read
Position closed. Check open ones here!
Research Associate in "Computational Hyperspectral Imaging"
Research Associate or Fellow in "Real-time AI for Surgical Robot Control"

Post overview:
Jan 5, 2022 3 min read
Position closed. Check open ones here!
Research Associate or Fellow in "Real-time AI for Surgical Robot Control"
PhD opportunity on "Joint learning of stereo vision reconstruction and hyperspectral imaging upsampling for binocular surgical guidance"

Project overview:
Nov 4, 2021 3 min read
Position closed. Check open ones here!
PhD opportunity on "Joint learning of stereo vision reconstruction and hyperspectral imaging upsampling for binocular surgical guidance"
PhD opportunity on "Exploiting multi-task learning for endoscopic vision in robotic surgery"

Project overview:
Overview of the project objective. Laparoscopic image courtesy of [ROBUST-MIS](https://robustmis2019.grand-challenge.org/).
Overview of the project objective. Laparoscopic image courtesy of ROBUST-MIS.

Project summary

Multi-task learning is common in deep learning, where clear evidence shows that jointly learning correlated tasks can improve on individual performances. Notwithstanding, in reality, many tasks are processed independently. The reasons are manifold:

Nov 3, 2021 3 min read
Position closed. Check open ones here!
PhD opportunity on "Exploiting multi-task learning for endoscopic vision in robotic surgery"
PhD opportunity on "Intraoperative hyperspectral imaging for neurosurgery: Surgical workflow optimisation and validation"

This project will evaluate and contribute to the optimisation of a pre-CE-mark and pre-commercial HSI medical device for intraoperative surgical guidance in brain tumour surgery.

First-in-patient clinical study using the hyperspectral imaging device (spine surgery).
First-in-patient clinical study using the hyperspectral imaging device (spine surgery).

To deliver on this primary objective, the project will pursue the following aims:
Dec 14, 2020 2 min read
Position closed. Check open ones here!
PhD opportunity on "Intraoperative hyperspectral imaging for neurosurgery: Surgical workflow optimisation and validation"
PhD opportunity on "Semi-supervised detection and tracking of instruments for robotic surgery guidance"

This project seeks to advance the state of the art in AI-based surgical tool detection and tracking by designing novel semi-supervised and weakly-supervised approaches able to achieve robust and real-time performance.
Dec 3, 2020 1 min read
Position closed. Check open ones here!
PhD opportunity on "Semi-supervised detection and tracking of instruments for robotic surgery guidance"
PhD opportunity on "Data-driven composite biomarker development for the personalised management of vestibular schwannoma"

This project aims to develop and validate deep learning models to predict, from MRI and clinical data, which tumours are likely to grow and require treatment. Thestudent will be able to focus on designing novel radiomics analysis for vestibular schwannoma while exploiting an existing fully-automated AI tumour segmentation framework. This will enable clinicians to deliver personalised and standardised management plans to individual patients and has the potential to significantly reduce the number of required surveillance scans.
Dec 3, 2020 2 min read
Position closed. Check open ones here!
PhD opportunity on "Data-driven composite biomarker development for the personalised management of vestibular schwannoma"