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Machine learning, Deep learning, Medical imaging, Parkinson's Disease

Biography

Dr Marta Vallejo is an Assistant Professor at the School of Computer Sciences at Heriot-Watt University, after four years of holding a tenure-track Research Fellow in biomedical signal and image processing under the reputed Bicentennial Research Leader position. Previous to this appointment, she was head of AI and machine learning at ClearSky Medical Diagnostics Ltd. (www.clearskymd.com). She holds a PhD in computational intelligence and predictive modelling and an MSc in artificial intelligence. She has worked on several research projects in deep learning, evolutionary algorithms, and predictive modelling that are applied to neurodegenerative diseases, including Parkinson's disease, motor neuron disease, and Huntington's disease. Notably, she was the lead researcher for "A Multiobjective Evolutionary Approach to Understanding Parkinson's Disease", a project that saw the development of new predictive models for Parkinson's disease management. She also led the Data Analytic work package at the Proteus project (https://www.proteus.ac.uk/), which focused on treating critically ill respiratory patients using advanced microendoscopic imaging and sensing technologies. Dr Vallejo has also worked as a project manager on several EU research projects in Spain. She is also a fellow of the Higher Education Academy.

Activities

Employment (6)

Heriot-Watt University: N/A, GB

Employment
Source: check_circle
Heriot-Watt University

Heriot-Watt University: Edinburgh, Scotland, GB

2023-07-08 to present | Assistant Professor (School of Computer Sciences)
Employment
Source: Self-asserted source
Marta Vallejo

Heriot-Watt University School of Engineering and Physical Sciences: Edinburgh, Edinburgh, GB

2019-06-01 to 2023-07-07 | Tenure Track Research Fellow in Biomedical Signal and Image Processing (Institute of Sensors, Signals and Systems - School of Engineering and Physical Sciences)
Employment
Source: Self-asserted source
Marta Vallejo

Clearsky Medical Diagnostics (United Kingdom): York, GB

2018-03-01 to 2019-06-30 | Head of AI/Machine Learning (Development)
Employment
Source: Self-asserted source
Marta Vallejo

Heriot-Watt University: Edinburgh, GB

2018-09 to 2018-12 | Teaching Fellow (Mathematical and Computer Sciences)
Employment
Source: Self-asserted source
Marta Vallejo

Heriot-Watt University School of Mathematical and Computer Sciences: Edinburgh, Edinburgh, GB

2015-06 to 2018-02-28 | Research Associate (School of Mathematical and Computer Sciences)
Employment
Source: Self-asserted source
Marta Vallejo

Education and qualifications (4)

Heriot-Watt University: Edinburgh, Edinburgh, GB

2017-09-01 to 2019-07-01 | Postgraduate Certificate in Learning and Teaching (PGCiLT) (Learning & Teaching)
Education
Source: Self-asserted source
Marta Vallejo

Heriot-Watt University: Edinburgh, Edinburgh, GB

2010-09 to 2017-07 | PhD/Combining Evolutionary Algorithms and Agent-Based Simulation for the Development of Urbanisation Policies (School of Mathematical and Computer Sciences)
Education
Source: Self-asserted source
Marta Vallejo

Heriot-Watt University: Edinburgh, Edinburgh, GB

2009-09-01 to 2010-08-31 | MSc in Artificial Intelligence (Computer Sciences)
Education
Source: Self-asserted source
Marta Vallejo

Universidad Pontificia de Salamanca: Madrid, Madrid, ES

1997-10-01 to 2003-06-01 | BSc in Computer Sciences (Computer Sciences)
Education
Source: Self-asserted source
Marta Vallejo

Professional activities (8)

International Parkinson and Movement Disorder Society: Milwaukee, Wisconsin, US

2021-02-10 to present | Basic Scientist
Membership
Source: Self-asserted source
Marta Vallejo

The British Neuroscience Association: Bristol, GB

2018-09 to present | Early Career Scientist
Membership
Source: Self-asserted source
Marta Vallejo

National STEM Learning Centre: York, GB

2018-09 to present | STEM Ambassador
Service
Source: Self-asserted source
Marta Vallejo

The Society of Spanish Researchers in the UK: London, GB

2018-06 to present | Regular Member
Membership
Source: Self-asserted source
Marta Vallejo

Heriot-Watt University: Edinburgh, Scotland, GB

2023-06-14 | Highly Commended in the Celebrating Our People Awards (2023) - Category "Living our Values in Action Awards" as part of the National Robotarium Public Engagement Team (Institute of Sensors, Signals and Systems - School of Engineering and Physical Sciences)
Distinction
Source: Self-asserted source
Marta Vallejo

Cancer Research UK in partnership with University of Edinburgh incubator: Edinburgh, Midlothian, GB

2021-10 | Second round of the University’s Data-Driven Entrepreneurship (DDE) Venture Builder Incubator (Institute of Sensors, Signals and Systems - School of Engineering and Physical Sciences)
Distinction
Source: Self-asserted source
Marta Vallejo

Scottish Funding Council: Edinburgh, Edinburgh, GB

2017-07-01 | Scottish Knowledge Exchange Awards - Innovation of the Year category nomination (School of Computer Sciences)
Distinction
Source: Self-asserted source
Marta Vallejo

Heriot-Watt University: Edinburgh, Edinburgh, GB

2017-07-01 | Spirit of Heriot-Watt Awards 2017, Outward Looking
Distinction
Source: Self-asserted source
Marta Vallejo

Funding (11)

Cloud based personalized prediction of disease progression and associated risks in Huntington’s disease based on artificial intelligence and machine learning

2025-07 to 2027-03 | Grant
CHDI Foundation (New York, New York, US)
Source: Self-asserted source
Marta Vallejo

Neuro BioMark: Precision Biomarker Detection Platform for Enhanced ALS Diagnosis

2025-03 to 2026-02 | Grant
EPSRC (Swindon, England, GB)
Source: Self-asserted source
Marta Vallejo

Rubbish Robots: Making Robots from Rubbish

2023-05 to 2024-07 | Award
Royal Academy of Engineering (London, GB)
Source: Self-asserted source
Marta Vallejo

The create the next generation of clinical assessment for Huntington’s Disease

2023-04 to 2023-06 | Grant
Engineering and Physical Sciences Research Council (London, GB)
Source: Self-asserted source
Marta Vallejo

Towards in-vivo in-situ early lung cancer detection using fluorescence lifetime imaging endomicroscopy: a preliminary study on data-driven characterisation of lung cancer using label-free autofluorescence lifetime images on unstained lung tissue

2022-10 to 2023-09 | Grant
Cancer Research UK (London, GB)
Part of GRANT_NUMBER:

EDDPMA-May22\100054

Source: Self-asserted source
Marta Vallejo

Professional Sport Nutrition Platform (PI)

2022-01 to 2022-03 | Grant
Scottish Funding Council (Edinburgh, Scotland, GB)
Source: Self-asserted source
Marta Vallejo

Advanced Sports Nutrition Optimisation Platform (PI)

2021-08 to 2021-11 | Grant
The DataLab (Edinburgh, Scotland, GB)
GRANT_NUMBER:

B20S14015

Source: Self-asserted source
Marta Vallejo

Sports Nutrition Optimisation Platform II (PI)

2021-04 to 2021-05 | Grant
Scottish Funding Council (Edinburgh, Scotland, GB)
GRANT_NUMBER:

B20S13896

Source: Self-asserted source
Marta Vallejo

Sports Nutrition Analytics Platform (PI)

2020-09 to 2020-12 | Grant
Scottish Funding Council (Edinburgh, Scotland, GB)
GRANT_NUMBER:

B19R13675 / F19R10859

Source: Self-asserted source
Marta Vallejo

Impact Accelerator for Ambient Assisted Living - OpenAAL (Co-I)

2020-07 to 2021-05 | Award
EPSRC (Edinburgh, Scotland, GB)
Source: Self-asserted source
Marta Vallejo

Robosense: Sensing Your Environment with Robots

Source: Self-asserted source
Marta Vallejo