DA
David Atkinson
Magnetic Resonance ImagingAlgorithmsArtifactsDiffusion Magnetic Resonance ImagingImage Processing, Computer-AssistedProstatic Neoplasmsmagnetic resonance imagingGastrointestinal MotilityMagnetic resonance imagingSubtraction Technique
On Valency
published · living versionsW_s9uxv46y·v1 · currentpublished
Interventional Training Reduces Causal Bypass in In-Context Introspection
with Zilu Tang, Jongin Kim, Kerem Sahin, Aaron Mueller +1
1 version
Preprints & journals
192 papers in the corpus · 1990–2026Validating the biological origin of in vivo fractional intracellular volume from VERDICT-MRI in the prostate.42714773 · Masramon, Marta, Mathew, Manju, Singh, Saurabh et al.2026 · 1 citationEuropean radiology experimental. 2026;10(1)
Learning to Distort: Weakly-Supervised Image Quality Transfer for Prostate DWI Correction2606.18869v1 · YuCheng Tang, Wen Yan, Alexander Ng et al.2026 · 0 citationsarXiv
Characterizing the Diffusion Properties of Prostate Tissue Using Paired MR Microscopy and Multidimensional Diffusion MRI.41876954 · Phipps, Adam, Kurniawan, Nyoman D, Watson, Geoff et al.2026 · 0 citationsMagnetic resonance in medicine. 2026;96(1):349-365
Diagnostic accuracy of a 'stage-gated' approach for reporting prostate screening MRI: "Is less more?"41711881 · Thorley, Natasha, Parry, Tom, Brembilla, Giorgio et al.2026 · 5 citationsEuropean radiology. 2026;36(7):5678-5687
Dual deep learning approach for non-invasive renal tumour subtyping with VERDICT-MRI.41495369 · Sen, Snigdha, Smith, Lorna, Caselton, Lucy et al.2026 · 1 citationNpj imaging. 2026;4(1):2
Cerebral blood flow in a tri-ethnic population: insights from pCASL perfusion MRI.41335377 · Rehwald, Rafael, Sokolska, Magdalena, Sudre, Carole H et al.2026 · 1 citationEuropean radiology. 2026;36(5):3854-3865
Length of the Adult Human Colon in Health and Constipation Measured Using Magnetic Resonance Imaging.41331736 · Alqarni, Faiz, Kumasaka, Soma, Hoad, Caroline L et al.2026 · 0 citationsNeurogastroenterology and motility. 2026;38(6):e70215
Combined MRI, high-resolution manometry and a randomised trial of bisacodyl versus hyoscine show the significance of an enlarged colon in constipation: the RECLAIM study.39438126 · Wilkinson-Smith, Victoria, Scott, Mark, Menys, Alex et al.2024 · 5 citationsGut. 2024;74(1):35-44
High-Resolution MRA Cerebrovascular Findings in a Tri-Ethnic Population.38997120 · Rehwald, Rafael, Sudre, Carole H, Smith, Lorna et al.2024 · 4 citationsAJNR. American journal of neuroradiology. 2024;45(11):1661-1669
Chemical shift-encoded multishot EPI for navigator-free prostate DWI.39402739 · Dong, Yiming, Atkinson, David, Koolstra, Kirsten et al.2024 · 5 citationsMagnetic resonance in medicine. 2025;93(3):1059-1076
ssVERDICT: Self-supervised VERDICT-MRI for enhanced prostate tumor characterization.38852195 · Sen, Snigdha, Singh, Saurabh, Pye, Hayley et al.2024 · 10 citationsMagnetic resonance in medicine. 2024;92(5):2181-2192
Rivaroxaban for stroke patients with antiphospholipid syndrome (RISAPS): protocol for a randomized controlled, phase IIb proof-of-principle trial.39139554 · Mittal, Prabal, Gafoor, Rafael, Sayar, Zara et al.2024 · 4 citationsResearch and practice in thrombosis and haemostasis. 2024;8(5):102468
Combiner and HyperCombiner networks: Rules to combine multimodality MR images for prostate cancer localisation.37995627 · Yan, Wen, Chiu, Bernard, Shen, Ziyi et al.2023 · 8 citationsMedical image analysis. 2024;91:103030
Where is VALDO? VAscular Lesions Detection and segmentatiOn challenge at MICCAI 2021.37988921 · Sudre, Carole H, Van Wijnen, Kimberlin, Dubost, Florian et al.2023 · 44 citationsMedical image analysis. 2024;91:103029
ssVERDICT: Self-Supervised VERDICT-MRI for Enhanced Prostate Tumour Characterisation2309.06268v2 · Snigdha Sen, Saurabh Singh, Hayley Pye et al.2023 · 0 citationsarXiv
Use of super resolution reconstruction MRI for surgical planning in Placenta accreta spectrum disorder: Case series.37634372 · Mufti, Nada, Chappell, Joanna, O'Brien, Patrick et al.2024 · 10 citationsPlacenta. 2023;142:36-45
Joint estimation of relaxation and diffusion tissue parameters for prostate cancer with relaxation-VERDICT MRI.36810476 · Palombo, Marco, Valindria, Vanya, Singh, Saurabh et al.2023 · 39 citationsScientific reports. 2023;13(1):2999
Quantification of Prostate Cancer Metabolism Using 3D Multiecho bSSFP and Hyperpolarized [1-13 C] Pyruvate: Metabolism Differs Between Tumors of the Same Gleason Grade.36315000 · Chowdhury, Rafat, Mueller, Christoph A, Smith, Lorna et al.2023 · 20 citationsJournal of magnetic resonance imaging : JMRI. 2023;57(6):1865-1875
Cross-Modality Image Registration Using a Training-Time Privileged Third Modality.35788452 · Yang, Qianye, Atkinson, David, Fu, Yunguan et al.2022 · 15 citationsIEEE transactions on medical imaging. 2022;41(11):3421-3431
Avoiding Unnecessary Biopsy after Multiparametric Prostate MRI with VERDICT Analysis: The INNOVATE Study.35916679 · Singh, Saurabh, Rogers, Harriet, Kanber, Baris et al.2022 · 37 citationsRadiology. 2022;305(3):623-630
Accelerated vascular aging: Ethnic differences in basilar artery length and diameter, and its association with cardiovascular risk factors and cerebral small vessel disease.35966566 · Sudre, Carole H, Moriconi, Stefano, Rehwald, Rafael et al.2026 · 6 citationsFrontiers in cardiovascular medicine. 2022;9:939680
Phase 0 Study of Vandetanib-Eluting Radiopaque Embolics as a Preoperative Embolization Treatment in Patients with Resectable Liver Malignancies.35526675 · Beaton, Laura, Tregidgo, Henry F J, Znati, Sami A et al.2022 · 2 citationsJournal of vascular and interventional radiology : JVIR. 2022;33(9):1034-1044.e29
Magnetic resonance imaging assessed enteric motility and luminal content analysis in patients with severe bloating and visible distension.35438218 · Gollifer, Ruaridh M, Taylor, Stuart A, Menys, Alex et al.2022 · 6 citationsNeurogastroenterology and motility. 2022;34(10):e14381
Histo-MRI map study protocol: a prospective cohort study mapping MRI to histology for biomarker validation and prediction of prostate cancer.35396316 · Singh, Saurabh, Mathew, Manju, Mertzanidou, Thomy et al.2022 · 7 citationsBMJ open. 2022;12(4):e059847
Quantitative Magnetic Resonance Imaging in Perianal Crohn's Disease at 1.5 and 3.0 T: A Feasibility Study.34829482 · Alyami, Ali, Hoad, Caroline L, Tench, Christopher et al.2025 · 10 citationsDiagnostics (Basel, Switzerland). 2021;11(11)
Super-resolution Reconstruction MRI Application in Fetal Neck Masses and Congenital High Airway Obstruction Syndrome.34723053 · Mufti, Nada, Ebner, Michael, Patel, Premal et al.2026 · 11 citationsOTO open. 2021;5(4):2473974X211055372
Utility of diffusion MRI characteristics of cervical lymph nodes as disease classifier between patients with head and neck squamous cell carcinoma and healthy volunteers.34240782 · Papoutsaki, Marianthi-Vasiliki, Sidhu, Harbir Singh, Dikaios, Nikolaos et al.2022 · 2 citationsNMR in biomedicine. 2021;34(11):e4587
Artificial Intelligence Compared to Radiologists for the Initial Diagnosis of Prostate Cancer on Magnetic Resonance Imaging: A Systematic Review and Recommendations for Future Studies.34282762 · Syer, Tom, Mehta, Pritesh, Antonelli, Michela et al.2024 · 65 citationsCancers. 2021;13(13)
Standardisation of prostate multiparametric MRI across a hospital network: a London experience.33877459 · Papoutsaki, Marianthi-Vasiliki, Allen, Clare, Giganti, Francesco et al.2025 · 23 citationsInsights into imaging. 2021;12(1):52
Evaluation of PSA and PSA Density in a Multiparametric Magnetic Resonance Imaging-Directed Diagnostic Pathway for Suspected Prostate Cancer: The INNOVATE Trial.33924255 · Pye, Hayley, Singh, Saurabh, Norris, Joseph M et al.2025 · 17 citationsCancers. 2021;13(8)
Imitation learning for improved 3D PET/MR attenuation correction.33951598 · Kläser, Kerstin, Varsavsky, Thomas, Markiewicz, Pawel et al.2021 · 23 citationsMedical image analysis. 2021;71:102079
Planning of gamma knife radiosurgery (GKR) for brain arteriovenous malformations using triple magnetic resonance angiography (triple-MRA).33645357 · Rojas-Villabona, Alvaro, Sokolska, Magdalena, Solbach, Thomas et al.2022 · 8 citationsBritish journal of neurosurgery. 2022;36(2):217-227
A multi-channel uncertainty-aware multi-resolution network for MR to CT synthesis.33763236 · Kläser, Kerstin, Borges, Pedro, Shaw, Richard et al.2025 · 15 citationsApplied sciences (Basel, Switzerland). 2021;11(4):1667
Are Dynamic Arterial Spin-Labeling MRA and Time-Resolved Contrast-Enhanced MRA Suited for Confirmation of Obliteration following Gamma Knife Radiosurgery of Brain Arteriovenous Malformations?33541896 · Rojas-Villabona, A, Pizzini, F B, Solbach, T et al.2021 · 23 citationsAJNR. American journal of neuroradiology. 2021;42(4):671-678
Characterization of B0-field fluctuations in prostate MRI.32992306 · Shrestha Kakkar, Lebina, Usman, Muhammad, Arridge, Simon et al.2020 · 4 citationsPhysics in medicine and biology. 2020;65(21):21NT01
Arterial Spin Labeling MRI in Carotid Stenosis: Arterial Transit Artifacts May Predict Symptoms.33048034 · Di Napoli, Alberto, Cheng, Suk Fun, Gregson, John et al.2020 · 46 citationsRadiology. 2020;297(3):652-660
Magnetic resonance imaging measurement of placental perfusion and oxygen saturation in early-onset fetal growth restriction.32603546 · Aughwane, R, Mufti, N, Flouri, D et al.2021 · 52 citationsBJOG : an international journal of obstetrics and gynaecology. 2021;128(2):337-345
Flexible numerical simulation framework for dynamic PET-MR data.32692725 · Mayer, Johannes, Brown, Richard, Thielemans, Kris et al.2020 · 4 citationsPhysics in medicine and biology. 2020;65(14):145003
The MRI colonic function test: Reproducibility of the Macrogol stimulus challenge.32677154 · Wilkinson-Smith, Victoria, Menys, Alex, Bradley, Christopher et al.2021 · 6 citationsNeurogastroenterology and motility. 2020;32(11):e13942
Noninvasive diffusion magnetic resonance imaging of brain tumour cell size for the early detection of therapeutic response.32514049 · Roberts, Thomas A, Hyare, Harpreet, Agliardi, Giulia et al.2020 · 63 citationsScientific reports. 2020;10(1):9223
"Select and retrieve via direct upsampling" network (SARDU-Net): a data-driven, model-free, deep learning approach for quantitative MRI protocol design10.1101/2020.05.26.116491v2 · Grussu, F., Blumberg, S. B., Battiston, M. et al.2020 · 4 citationsbioRxiv
Translating pH-sensitive PROgressive saturation for QUantifying Exchange rates using Saturation Times (PRO-QUEST) MRI to a 3T clinical scanner.32112451 · Kim, Mina, Kujawa, Aaron, Battiston, Marco et al.2021 · 2 citationsMagnetic resonance in medicine. 2020;84(4):1734-1746
Correction to: Machine learning classifiers can predict Gleason pattern 4 prostate cancer with greater accuracy than experienced radiologists.31506815 · Antonelli, Michela, Johnston, Edward W, Dikaios, Nikolaos et al.2025 · 1 citationEuropean radiology. 2020;30(2):1295
PET/MRI attenuation estimation in the lung: A review of past, present, and potential techniques.31794071 · Lillington, Joseph, Brusaferri, Ludovica, Kläser, Kerstin et al.2020 · 28 citationsMedical physics. 2020;47(2):790-811
Improved fetal blood oxygenation and placental estimated measurements of diffusion-weighted MRI using data-driven Bayesian modeling.31742785 · Flouri, Dimitra, Owen, David, Aughwane, Rosalind et al.2021 · 22 citationsMagnetic resonance in medicine. 2020;83(6):2160-2172
Joint B0 and image estimation integrated with model based reconstruction for field map update and distortion correction in prostate diffusion MRI.31655138 · Usman, Muhammad, Kakkar, Lebina, Matakos, Antonis et al.2020 · 9 citationsMagnetic resonance imaging. 2020;65:90-99
Challenges in glucoCEST MR body imaging at 3 Tesla.31728307 · Kim, Mina, Torrealdea, Francisco, Adeleke, Sola et al.2025 · 29 citationsQuantitative imaging in medicine and surgery. 2019;9(10):1628-1640
Improved MR to CT synthesis for PET/MR attenuation correction using Imitation Learning1908.08431v2 · Kerstin Klaser, Thomas Varsavsky, Pawel Markiewicz et al.2019 · 18 citationsarXiv
Automated versus subjective assessment of spatial and temporal MRI small bowel motility in Crohn's disease.31376918 · Gollifer, R M, Menys, A, Plumb, A et al.2020 · 15 citationsClinical radiology. 2019;74(10):814.e9-814.e19
Super-resolution for upper abdominal MRI: Acquisition and post-processing protocol optimization using brain MRI control data and expert reader validation.31264270 · Ebner, Michael, Patel, Premal A, Atkinson, David et al.2020 · 16 citationsMagnetic resonance in medicine. 2019;82(5):1905-1919
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