Mark Graham

Researcher at @KingsCollegeLon, machine learning and health data.

[Navodini Wijethilake @navo_dini]

I applied for a visa 2.5 months ago, and I still haven't received it. It's frustrating that the MICCAI registration won't refund at least half of my registration fees, which total over $800! 🙁 #VisaDelay #MICCAIRegistration #MICCAI2023

[Mark Graham @marksgraham_]

Come chat at the poster session 4pm Monday!

Joint work with @Warvito, @paulwright74, @PTudosiu, Parashkev Nachev, Seb Ourselin, @mjorgecardoso among others!

Paper: https://t.co/AX2bMHSRGF
Code: https://t.co/32dpwUeIhz

[Mark Graham @marksgraham_]

Will be presenting our work on diffusion models for fully 3D out-of-distribution at #MICCAI2023.

We reconstruct inputs from various t-values, and use these recon errors across the t-chain to flag OOD images.

We show this works well and can be extended to 3D data using LDMs.

[Answer Digital @AnswerDigital]

🚀 Join us at on Sept 26th, 3:30-4:30pm at Union Mills, Leeds, or online. Don't miss #LDF2023, featuring Joe Batt and Alex Woodhead as they join @marksgraham_, and @paulwright74 from @KingsCollegeLon to explore FLIP's inner workings!🧠

🔗 Event: https://t.co/QB1nThLDbb

[Mark Graham @marksgraham_]

And check out the codebase! https://t.co/elRLlxDnEc

[Walter Hugo Lopez Pinaya 🍍 @Warvito]

Good news in medical generative AI!🎉🎉 We just published the preprint of the MONAI Generative Models Extension!
Check out our latest experiments with 2D and 3D data, ControlNets and 3D Cascaded Diffusion Models!
https://t.co/CRcgi17PZB
#AI #MedicalImaging #GenerativeModels

[Walter Hugo Lopez Pinaya 🍍 @Warvito]

Are you interested in image-to-image applications with medical images? Check out our latest article on @TDataScience, where we walk you through the entire process of training ControlNets to control Latent Diffusion Models. https://t.co/KmOCGhdpHg #MedicalAI #GenerativeAI #MONAI

[Mark Graham @marksgraham_]

Lastly thanks to the VAND organizing team - @ThomasBrox, @TobyBreckon, Philipp Seeböck, Paul Bergmann, Latha Pemula

[Mark Graham @marksgraham_]

Our work applying diffusion models to out-of-distribution detection has been accepted at the CVPR workshop on Visual Anomaly Detection.

Paper: https://t.co/y9kKqsLOlJ

Code: https://t.co/32dpwUeIhz

with @mjorgecardoso, @Warvito, @PTudosiu, Seb Ourselin, Parashkev Nachev

[Mark Graham @marksgraham_]

And the performance improvement becomes more pronounced when we consider larger images - 64^2 and 128^2 medical images in this case.

[Jorge Cardoso @mjorgecardoso]

2x Senior Research Fellow posts:

We have recently released MONAI Label (400+ Github ⭐️) and Generative Models (200+ Github ⭐️), part of @ProjectMONAI. Now we’re growing. Want to join?

MONAI Label: https://t.co/G8Py1Y2Z9X

MONAI Generative: https://t.co/EZfCqgT6aC

Join us!

[Mark Graham @marksgraham_]

@93Balamuralim @mjorgecardoso @jthteo @Warvito @paulwright74 @PTudosiu @KingsImaging A bit belated but there is now code released https://t.co/CG505xu1Lq

[Mark Graham @marksgraham_]

Our work using transformers for out-of-distribution detection on 3D imaging was accepted for an oral at #MIDL2022!

https://t.co/Gz3PGv9J9x

Work with @mjorgecardoso, @jthteo, @Warvito, @paulwright74, @PTudosiu, @KingsImaging (and many others not on twitter)

👇1/

[SASHIMI Workshop @ MICCAI 2026 @SashimiWorkshop]

We are excited to announce that SASHIMI 2023 will run jointly with the #SynthRAD2023 challenge! Check the workshop (https://t.co/b3oabhQ7g0) or the challenge (https://t.co/K7CX6d3lem) websites for more info!

[Mark Graham @marksgraham_]

The ControlNet tutorial in MONAI Generative walks you controlling the shape of brain MRI samples with a supplied brain mask. Check it out!

[Walter Hugo Lopez Pinaya 🍍 @Warvito]

ControlNet is a structure to control diffusion models by adding extra conditions proposed by @lvminzhang. Thanks to @marksgraham_
and @vir_fgcarmena, now we have a tutorial on controlnets to generate brain images. Check it out on MONAI Generative Models! https://t.co/GWgPe1AIWH

[Walter Hugo Lopez Pinaya 🍍 @Warvito]

Hi all! Our work with MONAI Generative Models was featured as the AI research of the month on Computer Vision News @RSIPvision by @maricaS8 !
https://t.co/BF8xNIhi1P

[Jorge Cardoso @mjorgecardoso]

PhD position: ‘Scaling up human-AI interactions: application to medical data labelling’

Re-advertising an industry funded PhD project with Siemens Healthineers and @ProjectMONAI. Get in touch.

Eligibility: Home/UK students
Closing date: 17th Apr

https://t.co/UBXkloSR5d

[Mark Graham @marksgraham_]

Me, @Warvito and @vir_fgcarmena will be talking about MONAI Generative (https://t.co/elRLlxDnEc) at NVIDIA GTC, starts in five mins!

https://t.co/0sL7o4FmXj

[Walter Hugo Lopez Pinaya 🍍 @Warvito]

It is finally out! Check out our project to bring generative models to @ProjectMONAI and help develop several medical imaging tasks such as image synthesis, anomaly detection, denoising, super-resolution, MRI reconstruction, and more! https://t.co/AKUe0nEG3O