Tristan Whitmarsh

ORCID: 0000-0001-8272-9505
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About
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Research Areas
  • Bone health and osteoporosis research
  • Medical Image Segmentation Techniques
  • Advanced X-ray and CT Imaging
  • Single-cell and spatial transcriptomics
  • Hip and Femur Fractures
  • Medical Imaging Techniques and Applications
  • Hip disorders and treatments
  • Medical Imaging and Analysis
  • Bone and Joint Diseases
  • Cell Image Analysis Techniques
  • Cancer Genomics and Diagnostics
  • Body Composition Measurement Techniques
  • Bone Metabolism and Diseases
  • Dental Radiography and Imaging
  • Health, Environment, Cognitive Aging
  • Advanced Fluorescence Microscopy Techniques
  • Scientific Computing and Data Management
  • Orthopaedic implants and arthroplasty
  • Bone health and treatments
  • Radiomics and Machine Learning in Medical Imaging
  • Delphi Technique in Research
  • Central Venous Catheters and Hemodialysis
  • Bayesian Methods and Mixture Models
  • Ocular Diseases and Behçet’s Syndrome
  • Cutaneous lymphoproliferative disorders research

University of Cambridge
2014-2025

Cancer Research UK
2025

Engineering Arts (United States)
2021

Nara Institute of Science and Technology
2019

Universitat Pompeu Fabra
2010-2013

Biomedical Research Networking Center in Bioengineering, Biomaterials and Nanomedicine
2010-2013

University of Sheffield
2013

Sohrab Salehi Farhia Kabeer Nicholas Ceglia Mirela Andronescu Marc Williams and 95 more Kieran R. Campbell Tehmina Masud Beixi Wang Justina Biele Jazmine Brimhall David Gee Hakwoo Lee Jerome Ting Allen W. Zhang Hoa Tran Ciara H. O’Flanagan Fatemeh Dorri Nicole Rusk Teresa Ruiz de Algara So Ra Lee Brian Yu Chieh Cheng Peter Eirew Takako Kono Jenifer Pham Diljot Grewal Daniel Lai Richard A. Moore Andrew J. Mungall Marco A. Marra Gregory J. Hannon Giorgia Battistoni Dario Bressan Ian G. Cannell Hannah Casbolt Atefeh Fatemi Cristina Jauset Tatjana Kovačević Claire M. Mulvey Fiona Nugent Marta Ribes Isabella Pearsall Fatime Qosaj Kirsty Sawicka Sophia A. Wild Elena Williams Emma Laks Yangguang Li Ciara H. O’Flanagan Austin Smith Teresa Ruíz Daniel Lai Andrew Roth Shankar Balasubramanian Maximillian Lee Bernd Bodenmiller Marcel Burger Laura Kuett Sandra Tietscher Jonas Windhager Edward S. Boyden Shahar Alon Yi Cui Amauche Emenari Dan Goodwin Emmanouil D. Karagiannis Anubhav Sinha Asmamaw T. Wassie Carlos Caldas Alejandra Bruna Maurizio Callari Wendy Greenwood Giulia Lerda Yaniv Eyal-Lubling Oscar M. Rueda Abigail Shea Owen Harris Robby Becker Flaminia Grimaldi Suvi Harris Sara Lisa Vogl Joanna Weselak Johanna A. Joyce Spencer S. Watson Ignacio Vázquez-Garćıa Simon Tavaré Khanh N. Dinh Eyal Fisher Russell Kunes N. A. Walton Mohammad Al Sa’d Nick Chornay A. Dariush E. A. González-Solares Carlos González‐Fernández A. Yoldaş Neil S. Millar Tristan Whitmarsh Xiaowei Zhuang Jean Fan Hsuan Lee

10.1038/s41586-021-03648-3 article EN Nature 2021-06-23

Abstract The tumor microenvironment plays a crucial role in determining response to treatment. This involves series of interconnected changes the cellular landscape, spatial organization, and extracellular matrix composition. However, assessing these alterations simultaneously is challenging from perspective, due limitations current high-dimensional imaging techniques extent intratumoral heterogeneity over large lesion areas. In this study, we introduce proteomic workflow termed Hyperplexed...

10.1038/s41467-024-47185-9 article EN cc-by Nature Communications 2024-04-15

The accurate diagnosis of osteoporosis has gained increasing importance due to the aging our society. Areal bone mineral density (BMD) measured by dual-energy X-ray absorptiometry (DXA) is an established criterion in osteoporosis. This measure, however, limited its two-dimensionality. work presents a method reconstruct both 3D shape and BMD distribution proximal femur from single DXA image used clinical routine. A statistical model combined presented, together with for construction set...

10.1109/tmi.2011.2163074 article EN IEEE Transactions on Medical Imaging 2011-08-03

Atlases and statistical models play important roles in the personalization simulation of cardiac physiology. For study heart, however, construction comprehensive atlases spatio-temporal is faced with a number challenges, particular need to handle large highly variable image datasets, multi-region nature presence complex as well small cardiovascular structures. In this paper, we present detailed atlas model human heart based on population 3D+time multi-slice computed tomography sequences,...

10.1109/tmi.2012.2230015 article EN IEEE Transactions on Medical Imaging 2012-11-27
Dimitra Georgopoulou Maurizio Callari Oscar M. Rueda Abigail Shea Alistair Martin and 95 more Agnese Giovannetti Fatime Qosaj A. Dariush Suet‐Feung Chin Larissa S. Carnevalli Elena Provenzano Wendy Greenwood Giulia Lerda Elham Esmaeilishirazifard Martin O’Reilly Violeta Serra Dario Bressan H. Raza Ali M. Al Sa’d Shahar Alon Samuel Aparício Giorgia Battistoni Shankar Balasubramanian Robert O. Becker Bernd Bodenmiller E. S. Boyden Dario Bressan Alejandra Bruna Marcel Burger Carlos Caldas Maurizio Callari Ian G. Cannell Helen Casbolt N. Chornay Yi Cui A. Dariush K. Dinh A. Emenari Y. Eyal-Lubling Jean Fan Ali Fatemi Edward A. Fisher E. A. González-Solares C. Gónzalez-Fernández Douglas C. Goodwin Wendy Greenwood Francesco Grimaldi Gregory J. Hannon Owen Harris Shelley Harris Cristina Jauset Johanna A. Joyce Emmanouil D. Karagiannis Tatjana Kovačević Laura Kuett Russell Kunes Yoldaş A. Küpcü Daniel Lai Emma Laks Hsuan Lee M. Lee Giulia Lerda Y. Li Andrew McPherson Neal L. Millar Claire M. Mulvey Fiona Nugent Ciara H. O’Flanagan Marta Pàez‐Ribes I. Pearsall Fatime Qosaj Andrew Roth Oscar M. Rueda Tamara Ruiz Kirsty Sawicka Leonardo A. Sepúlveda Sohrab P. Shah Abigail Shea Anubhav Sinha Adrian L. Smith S. Tavaré Sandra Tietscher Ignacio Vázquez-Garćıa Siegfried Vogl N. A. Walton Asmamaw T. Wassie Spencer S. Watson Joanna Weselak Sonja Wild Elena Williams Jonas Windhager Tristan Whitmarsh C. Xia Ping Zheng Xiaowei Zhuang Gordon B. Mills H. Raza Ali Sabina S. Cosulich Gregory J. Hannon Alejandra Bruna

The heterogeneity of breast cancer plays a major role in drug response and resistance has been extensively characterized at the genomic level. Here, single-cell mass cytometry (BCMC) panel is optimized to identify cell phenotypes their oncogenic signalling states biobank patient-derived tumour xenograft (PDTX) models representing diversity human cancer. BCMC identifies 13 cellular (11 2 murine), associated with both subtypes specific features. Pre-treatment phenotypic composition determinant...

10.1038/s41467-021-22303-z article EN cc-by Nature Communications 2021-03-31

Abstract Background The risk of cutaneous squamous cell carcinoma (cSCC) is significantly increased in organ transplant recipients (OTRs). Clearance actinic keratoses (AKs) generally regarded as a surrogate biomarker for cSCC prevention. OTR-cSCC chemoprevention with topical AK treatments has not been investigated randomized controlled trials (RCTs), although there evidence that 5% 5-fluorouracil (5-FU) may be chemoprotective immunocompetent patients. Objectives To assess the feasibility,...

10.1111/bjd.20974 article EN British Journal of Dermatology 2022-01-06
Dario Bressan N. A. Walton Gregory J. Hannon Mohammad Al Sa’d Bruno Albuquerque and 95 more H. Raza Ali Martina Alini Samuel Aparício Heather Ashmore Thomas J. Ashmore Vinci Au Shankar Balasubramanian Caroline Baril Giorgia Battistoni Sean Beatty Robby Becker Bernd Bodenmiller Alina Bollhagen Carla Boquetale Edward S. Boyden Dario Bressan Alejandra Bruna Marcel Burger Carlos Caldas Maurizio Callari Ian G. Cannell Hannah Casbolt Nick Chornay Nikki Coutts A. Dariush Lauren Deighton Khanh N. Dinh Natalie Duncan Yaniv Eyal-Lubling Ilaria Falciatori Jean Fan Atefeh Fatemi Debarati Ghosh Carlos González‐Fernández E. A. González-Solares Wendy Greenwood Flaminia Grimaldi Gregory J. Hannon Owen Harris Suvi Harris Nicole Hemmer Kui Hua Muhammad Irfan Cristina Jauset Johanna A. Joyce Tatjana Kovačević Laura Kuett Russell Kunes A. Yoldaş Daniel Lai Emma Laks Hsuan Lee Max Lee Giulia Lerda Yangguang Li J. Lovell Yangning Lu John C. Marioni Andrew McPherson Neil S. Millar Alireza Molaeinezhad Claire M. Mulvey Natasha Narayanan João C. F. Nogueira Fiona Nugent Ciara H. O’Flanagan Marta Ribes Isabella Pearsall Sarah M. Pearsall Brett Pryor Fatime Qosaj Clare Rebbeck Andrew Roth Oscar M. Rueda Teresa Ruíz Kirsty Sawicka Leonardo A. Sepúlveda Sohrab P. Shah Abigail Shea Anubhav Sinha Austin Smith Leigh M. Smith Simon Tavaré Ignacio Vázquez-Garćıa Sara Lisa Vogl N. A. Walton Spencer S. Watson Joanna Weselak Tristan Whitmarsh Sophia A. Wild Elena Williams Jonas Windhager Chenglong Xia Chee Ying Sia Chi Zhang

Summary: The Imaging and Molecular Annotation of Xenografts Tumors Cancer Grand Challenges team was set up with the objective developing “next generation” pathology cancer research by using a combination single-cell spatial omics tools to produce 3D molecularly annotated maps tumors. Its activities overlapped, in some cases catalyzed, revolution biology that saw new technologies being deployed investigate roles tumor heterogeneity micro-environment. See related article Stratton et al., p. 22...

10.1158/2159-8290.cd-24-1686 article EN Cancer Discovery 2025-01-13
Dario Bressan N. A. Walton Gregory J. Hannon Mohammad Al Sa’d Bruno Albuquerque and 95 more H. Raza Ali Martina Alini Samuel Aparício Heather Ashmore Thomas J. Ashmore Vinci Au Shankar Balasubramanian Caroline Baril Giorgia Battistoni Sean Beatty Robby Becker Bernd Bodenmiller Alina Bollhagen Carla Boquetale Edward S. Boyden Dario Bressan Alejandra Bruna Marcel Burger Carlos Caldas Maurizio Callari Ian G. Cannell Hannah Casbolt Nick Chornay Nikki Coutts A. Dariush Lauren Deighton Khanh N. Dinh Natalie Duncan Yaniv Eyal-Lubling Ilaria Falciatori Jean Fan Atefeh Fatemi Debarati Ghosh Carlos González‐Fernández E. A. González-Solares Wendy Greenwood Flaminia Grimaldi Gregory J. Hannon Owen Harris Suvi Harris Nicole Hemmer Kui Hua Muhammad Irfan Cristina Jauset Johanna A. Joyce Tatjana Kovačević Laura Kuett Russell Kunes A. Yoldaş Daniel Lai Emma Laks Hsuan Lee Max Lee Giulia Lerda Yangguang Li J. Lovell Yangning Lu John C. Marioni Andrew McPherson Neil S. Millar Alireza Molaeinezhad Claire M. Mulvey Natasha Narayanan João C. F. Nogueira Fiona Nugent Ciara H. O’Flanagan Marta Ribes Isabella Pearsall Sarah M. Pearsall Brett Pryor Fatime Qosaj Clare Rebbeck Andrew Roth Oscar M. Rueda Teresa Ruíz Kirsty Sawicka Leonardo A. Sepúlveda Sohrab P. Shah Abigail Shea Anubhav Sinha Austin Smith Leigh M. Smith Simon Tavaré Ignacio Vázquez-Garćıa Sara Lisa Vogl N. A. Walton Spencer S. Watson Joanna Weselak Tristan Whitmarsh Sophia A. Wild Elena Williams Jonas Windhager Chenglong Xia Chee Ying Sia Chi Zhang

<p>IMAXT Consortium Author List</p>

10.1158/2159-8290.28193715 preprint EN cc-by 2025-01-13
Dario Bressan N. A. Walton Gregory J. Hannon Mohammad Al Sa’d Bruno Albuquerque and 95 more H. Raza Ali Martina Alini Samuel Aparício Heather Ashmore Thomas J. Ashmore Vinci Au Shankar Balasubramanian Caroline Baril Giorgia Battistoni Sean Beatty Robby Becker Bernd Bodenmiller Alina Bollhagen Carla Boquetale Edward S. Boyden Dario Bressan Alejandra Bruna Marcel Burger Carlos Caldas Maurizio Callari Ian G. Cannell Hannah Casbolt Nick Chornay Nikki Coutts A. Dariush Lauren Deighton Khanh N. Dinh Natalie Duncan Yaniv Eyal-Lubling Ilaria Falciatori Jean Fan Atefeh Fatemi Debarati Ghosh Carlos González‐Fernández E. A. González-Solares Wendy Greenwood Flaminia Grimaldi Gregory J. Hannon Owen Harris Suvi Harris Nicole Hemmer Kui Hua Muhammad Irfan Cristina Jauset Johanna A. Joyce Tatjana Kovačević Laura Kuett Russell Kunes A. Yoldaş Daniel Lai Emma Laks Hsuan Lee Max Lee Giulia Lerda Yangguang Li J. Lovell Yangning Lu John C. Marioni Andrew McPherson Neil S. Millar Alireza Molaeinezhad Claire M. Mulvey Natasha Narayanan João C. F. Nogueira Fiona Nugent Ciara H. O’Flanagan Marta Ribes Isabella Pearsall Sarah M. Pearsall Brett Pryor Fatime Qosaj Clare Rebbeck Andrew Roth Oscar M. Rueda Teresa Ruíz Kirsty Sawicka Leonardo A. Sepúlveda Sohrab P. Shah Abigail Shea Anubhav Sinha Austin Smith Leigh M. Smith Simon Tavaré Ignacio Vázquez-Garćıa Sara Lisa Vogl N. A. Walton Spencer S. Watson Joanna Weselak Tristan Whitmarsh Sophia A. Wild Elena Williams Jonas Windhager Chenglong Xia Chee Ying Sia Chi Zhang

<div>Summary:<p>The Imaging and Molecular Annotation of Xenografts Tumors Cancer Grand Challenges team was set up with the objective developing “next generation” pathology cancer research by using a combination single-cell spatial omics tools to produce 3D molecularly annotated maps tumors. Its activities overlapped, in some cases catalyzed, revolution biology that saw new technologies being deployed investigate roles tumor heterogeneity micro-environment.</p><p><a...

10.1158/2159-8290.c.7623345 preprint EN 2025-01-13
Dario Bressan N. A. Walton Gregory J. Hannon Mohammad Al Sa’d Bruno Albuquerque and 95 more H. Raza Ali Martina Alini Samuel Aparício Heather Ashmore Thomas J. Ashmore Vinci Au Shankar Balasubramanian Caroline Baril Giorgia Battistoni Sean Beatty Robby Becker Bernd Bodenmiller Alina Bollhagen Carla Boquetale Edward S. Boyden Dario Bressan Alejandra Bruna Marcel Burger Carlos Caldas Maurizio Callari Ian G. Cannell Hannah Casbolt Nick Chornay Nikki Coutts A. Dariush Lauren Deighton Khanh N. Dinh Natalie Duncan Yaniv Eyal-Lubling Ilaria Falciatori Jean Fan Atefeh Fatemi Debarati Ghosh Carlos González‐Fernández E. A. González-Solares Wendy Greenwood Flaminia Grimaldi Gregory J. Hannon Owen Harris Suvi Harris Nicole Hemmer Kui Hua Muhammad Irfan Cristina Jauset Johanna A. Joyce Tatjana Kovačević Laura Kuett Russell Kunes A. Yoldaş Daniel Lai Emma Laks Hsuan Lee Max Lee Giulia Lerda Yangguang Li J. Lovell Yangning Lu John C. Marioni Andrew McPherson Neil S. Millar Alireza Molaeinezhad Claire M. Mulvey Natasha Narayanan João C. F. Nogueira Fiona Nugent Ciara H. O’Flanagan Marta Ribes Isabella Pearsall Sarah M. Pearsall Brett Pryor Fatime Qosaj Clare Rebbeck Andrew Roth Oscar M. Rueda Teresa Ruíz Kirsty Sawicka Leonardo A. Sepúlveda Sohrab P. Shah Abigail Shea Anubhav Sinha Austin Smith Leigh M. Smith Simon Tavaré Ignacio Vázquez-Garćıa Sara Lisa Vogl N. A. Walton Spencer S. Watson Joanna Weselak Tristan Whitmarsh Sophia A. Wild Elena Williams Jonas Windhager Chenglong Xia Chee Ying Sia Chi Zhang

<p>IMAXT Consortium Author List</p>

10.1158/2159-8290.28228999 preprint EN cc-by 2025-01-17

Abstract Bone is in a continuous state of remodeling whereby old bone absorbed and new formed its place. During this process, formations reinforce the direction dominant stress trajectories through functional adaptation. In normal aging, balance between resorption formation can be shifted. How affects adaptation remains to investigated. Furthermore, how or whether continues change beyond age 85 not yet studied detail. study we examined age-related changes cortical trabecular age, assessed...

10.1038/s41598-018-36299-y article EN cc-by Scientific Reports 2019-01-22

Area Bone Mineral Density (aBMD) measured by Dual-energy X-ray Absorptiometry (DXA) is an established criterion in the evaluation of hip fracture risk. The from these planar images, however, limited to 2D while it has been shown that proper 3D assessment both shape and (BMD) distribution improves risk estimation. In this work we present a method reconstruct bone BMD proximal femur single DXA image. A statistical model separate were automatically constructed set Quantitative Computed...

10.1117/12.844110 article EN Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE 2010-03-04

ABSTRACT Combining antiresorptive and anabolic drugs for osteoporosis may be a useful strategy to prevent hip fractures. Previous studies comparing the effects of alendronate (ALN) teriparatide (TPTD) alone, combined or sequentially using quantitative computed tomography (QCT) in postmenopausal women have not distinguished cortical bone mineral density (CBMD) from thickness (CTh) effects, nor assessed distribution extent more localized changes. In this study validated mapping technique was...

10.1002/jbmr.2454 article EN Journal of Bone and Mineral Research 2015-01-15

Romosozumab monoclonal antibody treatment works by binding sclerostin and causing rapid stimulation of bone formation while decreasing resorption. The location local magnitude vertebral accrual romosozumab how it compares to teriparatide remains be investigated. Here we analyzed the data from a study collecting lumbar computed tomography (CT) spine scans at enrollment 12 months post-treatment with (210 mg sc monthly, n = 17), open-label daily (20 μg sc, 19), or placebo (sc 20). For each 56...

10.1002/jbmr.4465 article EN Journal of Bone and Mineral Research 2020-12-01

Background Teriparatide (TPTD) is an anabolic agent indicated for the treatment of severely osteoporotic patients who are at high risk fragility fractures. The originally approved duration TPTD in several regions, including Europe, was 18 months. However, studies areal bone mineral density (aBMD) showed additional benefit when continued beyond months, and drug currently licenced 24 Improvements cortical structure proximal femur have already been shown given months using quantitative computed...

10.1371/journal.pone.0147722 article EN cc-by PLoS ONE 2016-02-09

The diagnosis of osteoporosis and the prevention femur fractures is a major challenge for our society. However, performed in clinical routine from Dual Energy X-ray Absorptiometry (DXA) images limited. This paper proposes 3D reconstruction method both shape Bone Mineral Density (BMD) distribution proximal routinely used DXA images. accuracy that can be obtained single-view multi-view devices was assessed. evaluation, 20 bone specimens simulated images, highlighted mean 1.3mm BMD 4.4% image....

10.1109/isbi.2010.5490310 article EN 2010-04-01

With the aim of producing a 3D representation tumors, imaging and molecular annotation xenografts tumors (IMAXT) uses large variety modalities in order to acquire tumor samples produce map every cell its host environment. volume data produced project, we developed automatic workflows analysis pipelines. We introduce research methodology where scientists connect cloud environment perform close are located, instead bringing their local computers. Here, present infrastructure, discuss unique...

10.1017/s2633903x23000090 article EN cc-by-nc-nd Biological Imaging 2023-01-01

ABSTRACT A set of increasingly powerful approaches are enabling spatially resolved measurements growing numbers molecular features in biological samples. While important insights can be derived from the two-dimensional data that many these technologies generate, it is clear extending into third and fourth dimensions will magnify their impact. Realizing datasets where thousands to millions cells annotated with tens hundreds parameters space require development new computational visualization...

10.1101/2021.06.28.448342 preprint EN cc-by-nc-nd bioRxiv (Cold Spring Harbor Laboratory) 2021-06-29

Purpose: Dual‐energy x‐ray absorptiometry (DXA) is used in clinical routine to provide a two‐dimensional (2D) analysis of the bone mineral density (BMD). 3D reconstruction methods from 2D DXA images could improve BMD analysis. To find optimal configuration that should be routine, this paper relies on method compare accuracy can obtained one single‐view and multiview (two four projections). Methods: The uses statistical model nonrigid registration technique recover shape distribution proximal...

10.1118/1.4736540 article EN Medical Physics 2012-08-01

Computational atlases based on nonrigid registration have found much use in the medical imaging community. To avoid bias to any single element of training set, there are two main approaches: using a (random) subject serve as an initial reference and posteriorly removing bias, true groupwise with constraint zero average transformation for direct computation atlas. Major drawbacks possible selection outlier one side, initialization invalid instance other. In both cases is great potential...

10.1117/12.844428 article EN Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE 2010-03-04
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