Jonny Cummock

MD-PhD radiation oncology resident at @UWMadisonRadMed; passionate about AI, cancer, & people; clinician by day, researcher by night; views my own, RT/❤️≠ agree

[Jonny Cummock @JCummock]

I'm honored to share our recent research findings about the positive role of radiation for early-stage HER2+ breast cancer.
Conclusion: In this HERO-aligned national cohort, RT omission was associated with inferior OS in patients treated with adjuvant systemic therapy after BCS.

[Cancers MDPI @Cancers_MDPI]

📢New in @Cancers_MDPI: In early-stage HER2+ #breast cancer treated with breast-conserving surgery, adjuvant radiation was associated with improved overall survival in a national HERO trial-aligned cohort.
✍by @JCummock, Bin S. Teh et al.
📌https://t.co/PFDbxyhyK2

[Jonny Cummock @JCummock]

@aadel_chaudhuri @MayoCancerCare @MayoRadOnc @flscientist @JakeOrmeMDPhD @pradeep198212 Congrats! Such a huge accomplishment!

[Jonny Cummock @JCummock]

After 10 long years of MD/PhD training, I am honored to announce I have matched at U Wisconsin for Radiation Oncology training and prelim year! All these kids were born during my time in med school! They're going to learn what winter is!❄️❄️❄️ @UWMadisonRadMed
#Match2026 #radonc

[Ria Kraft, MD @riakraftmd]

More amazing talks from #ACRO2026 breast session! Big takeaways:
- Ahead of NRG BR008, NCDB analysis suggests OS benefit to RT even in low risk Her2+ pts
- Ongoing studies to delay SGY for DCIS patients, and prospective studies for omitting RT for low genomic risk DCIS

[Jonny Cummock @JCummock]

Excited to present 2 abstracts at #ASTRO25
• Glioblastoma: Radiotherapy fractionation scheme outcomes in elderly (Mon 9/29, 8AM, Hall F)
• Breast Cancer: Survival impact of adjuvant radiation in HER2+ early-stage disease aligned with NRG-BR008 HERO trial (Mon 9/29, 3PM, Hall F)

[Jonny Cummock @JCummock]

Presenting today at the 13th Annual Houston Methodist Cancer Symposium
Topic: Closing the Gap After NRG-BR008 HERO: Real-World Evidence for Adjuvant Radiation in Early-Stage HER2+ Breast Cancer
Ten years, thousands of patients, one clear message: Keep the RT
#RadOnc #BreastCancer

[Jonny Cummock @JCummock]

I'm grateful for the opportunity to present at AIHES 2024: Investigating the Role of Brain Connectivity and Social Environment in Hispanic Adults with Depression and Anxiety: A Multiomics Approach
#AIHES2024 #AIM_AHEAD #AI #HealthEquity
@AIM_AHEAD @SCHUB_AIM_AHEAD

[Rahul Ghosh @GhoshRx]

Honored to present our work in #AI for diagnostic and endovascular interventional #neuroimaging at #WSC2023 via both oral & posters 🧠🗣️

Grateful to mentors & co-authors @KelvinWongPhD, @RealJayVolpi, @gwb777, TM Hodics, J Zhang, STC Wong @MethodistHosp @bmentamu @TAMUmedicine

[Rahul Ghosh @GhoshRx]

We trained an #AI to "see" catheters & detect tip position on fluoroscopy. A first step towards AI-augmentation and autonomy in #neurointervention 🦾

Excited to share my PhD work in @JNIS_BMJ & grateful for mentorship from Drs.@KelvinWongPhD, STC Wong, YJ Zhang, and @gwb777!

[Michael Moor @Michael_D_Moor]

Excited to announce Med-Flamingo, a new multimodal few-shot learner specialized for the medical domain!

Last week, we uploaded the pre-print, now it’s finally live!
Paper: https://t.co/v2B7HptMpT
Code: https://t.co/zGtDyZ9NHP
Model: https://t.co/aS1HYyb3ls
A short 🧵.

1/n

[Jonny Cummock @JCummock]

Driving forward stroke segmentation using weakly supervised bounding boxes.@MethodistHosp @HMethodistMD @HMAIChief @RealJayVolpi
https://t.co/BPqgarwfVP

[CureusNeuro @CureusNeuro]

🚨🧠 Can ER & #neurology doctors REALLY agree? Discover the surprising reliability of NIH Stroke Scale scores between them in acute ischemic stroke patients! 🏥💡 #EmergencyMedicine #meded #foamed #NIHSS
👉 https://t.co/bxfQ5fguZG
@JCummock @RealJayVolpi @HMAIChief @MethodistHosp

[Lea Alhilali, MD @teachplaygrub]

1/Do you know all the aspects of, well, ASPECTS?

Many know the anterior circulation #stroke scoring system—but posterior circulation (pc) ASPECTS is often unknown

Here’s a #tweetorial to help you remember pc-ASPECTS
#medtwitter #neurotwitter #meded #neurorad #neurology #FOAMed

[Lea Alhilali, MD @teachplaygrub]

1/Radiologist not answering the phone?Just want a quick read on that stat head CT?

Here's a little help on how to do it yourself w/a #tweetorial on how to read a head CT!
#medtwitter #FOAMed #FOAMrad #medstudenttwitter #medstudent #neurorad #radres @medtweetorials #neurosurgery

[Lea Alhilali, MD @teachplaygrub]

1/I always tell my fellows, “Anyone can see the bright spot on diffusion—what sets you apart is if you can tell them why it’s there!”

Can you tell a stroke’s etiology from its appearance on MRI?

Here’s a #tweetorial to show you how!

#medtwitter #neurotwitter #stroke #neurorad

[Jonny Cummock @JCummock]

@drswlong It took me a minute to realize you got this from a store and not from a surgeon... I think I follow too many pathologists.

[Just another south FL dude @drsxr]

First, with their CNN's, they came for the radiologists, And I did nothing.

Then, with their LLM's, they came for the rest of us.

Heads up: tuned PaLM would get a low pass on USMLE.
cc: @jeremyphoward @DrLaurenOR @mattlungrenMD @curtlanglotz
https://t.co/9XBr34JAeL

[Jonny Cummock @JCummock]

@drsxr @jeremyphoward @DrLaurenOR @mattlungrenMD @curtlanglotz Maybe it's time for an IBM Watson Health reboot.

[Jonny Cummock @JCummock]

@NehaRaoMD @DeepaGotur @stevie0818 @HMinternalmed Congrats Neha! You're amazing!!!

[Jonny Cummock @JCummock]

@Radiology_AI I know this one! Automatic Segmentation in Acute Ischemic Stroke: Prognostic Significance of Topological Stroke Volumes on Stroke Outcome - https://t.co/p6YTITAA9v