Closed Position
Project overview:
- Title: Accurate automated quantification of spine evolution — it’s about time!
- First supervisor: Marc Modat
- Second supervisor: Tom Vercauteren
- Clinical Supervisor: Amanda Isaac
- Start date: February 2024
![PhD opportunity [February 2024 start] on "Accurate automated quantification of spine evolution — it’s about time!"](/post/2022-11-13-spinequantification/featured_hu_7cbf247fddf67280.webp)
Project overview:
- Title: Physically-informed learning-based beamforming for multi-transducer ultrasound imaging
- First supervisor: Laura Maria Peralta Pereira
- Second supervisor: Tom Vercauteren
- Clinical Supervisor: Dean Huang
- Start date: February 2024
![PhD opportunity [February 2024 start] on "Physically-informed learning-based beamforming for multi-transducer ultrasound imaging"](/post/2021-11-03-usbeamforming/featured_hu_481335ba16a5e4d2.webp)
Post overview:
- Title: Artificial intelligence-driven management of brain tumours
- Project ID: BE-MI2023_15
- First supervisor: Jonathan Shapey
- Second supervisor: Tom Vercauteren
- Start date: October 2023
- Application deadline: Wednesday 9 November 2022, 1:00 PM (GMT)
Post overview:
- Focus: Translational research in biomedical optics for hyperspectral imaging based quantitative fluorescence linked with an in-patient neurosurgery clinical study
- Line manager: Tom Vercauteren
- Clinical collaborator: King’s College Hospital
- Industry collaborator: Hypervision Surgical
- Salary: Grade 6, £38,826 - £45,649 per annum, including London Weighting Allowance
![PhD opportunity [June 2022 start] on "Computational approaches for quantitative fluorescence-guided neurosurgery"](/post/2022-03-24-qfhsiphd/featured_hu_59460c2af51c970d.webp)
Post overview:
- Focus: Translational research on real-time computing for hyperspectral imaging linked with an active neurosurgery clinical study
- Line manager: Tom Vercauteren
- Industry collaborator: Hypervision Surgical
- Clinical collaborator: King’s College Hospital
- Salary: Grade 6, £38,826 - £45,649 per annum, including London Weighting Allowance
Post overview:
- Focus: Translational research on hyperspectral-based quantitative fluorescence imaging linked with a neurosurgery clinical study
- Line manager: Tom Vercauteren
- Clinical collaborator: King’s College Hospital
- Industry collaborator: Hypervision Surgical
- Salary: Grade 6, £38,826 - £45,649 per annum, including London Weighting Allowance
Post overview:
- Focus: Real-time learning-based processing of hyperspectral imaging and its integration in complex robotic systems
- Line manager: Tom Vercauteren
- Related research project: FAROS
- Salary: Grade 6, £38,826 - £45,649 or Grade 7, £46,934 - £50,919 per annum, including London Weighting Allowance
Project overview:
- Title: Joint learning of stereo vision reconstruction and hyperspectral imaging upsampling for binocular surgical guidance
- First supervisor: Tom Vercauteren
- Second supervisor: Christos Bergeles
- Clinical Supervisor: Jonathan Shapey
- Start date: October 2022
Project overview:
- Title: Exploiting multi-task learning for endoscopic vision in robotic surgery
- First supervisor: Miaojing Shi
- Second supervisor: Tom Vercauteren
- Clinical Supervisor: Asit Arora
- Start date: October 2022
.](/post/2021-06-30-mtlphd/featured_hu_81efab4861519509.webp)
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:
