Flo Doo, MD

Announcement graphic for Society for Imaging Informatics in Medicine (SIIM 2025) session titled 'Sustainability in Medical Imaging & Informatics: Global Perspectives and Innovation.' Moderated by Florence Doo (Baltimore, USA) with speakers Merel Huisman (Netherlands), Maruf Adewole (Nigeria), Chamaree Chuapetcharasopon (Thailand), and Amy King (Americas). Session on May 21, 1:45–2:45 PM PT.

Yesterday we kicked off a great convo on #radiology #AI & #sustainability at ACR #DSS25

Today we're going global🌎 #SIIM25
(w/ leaders from Netherlands, Nigeria, Thailand & Americas)

Drop by at 1:45 PM PT to join us!
‪@siim.org
@merelhuisman.bsky.social ‬

21.05.2025 13:39 — 👍 1    🔁 1    💬 0    📌 0

🚨 Hot off the press

We present the DEAL Checklist — a reproducibility & reporting framework for medical LLM research.

🔹 DEAL-A: Advanced dev
🔹 DEAL-B: Applied use

Let’s make LLM science transparent & rigorous.
🔗 tinyurl.com/zxvzp2b4

#AIinMedicine #LLM #MedAI #DEALChecklist

09.05.2025 16:47 — 👍 1    🔁 1    💬 0    📌 0

🚀 BiAlign 🚀 Thrilled to announce 72 papers have been accepted to our Bidirectional Human-AI Alignment workshop at #ICLR2025 & #CHI SIG! 🎉 Thanks to 80+ reviewers for their contributions! 🙏

🤗 Join us and check details: bialign-workshop.github.io!
@iclr-conf.bsky.social @chi.acm.org @ischool.uw.edu

24.03.2025 17:51 — 👍 3    🔁 1    💬 0    📌 0

After the event – THIS Space 2024 During THIS Space 2024 delegates had the chance to put their questions to our stellar line-up of speakers. After the event, we caught up with a few of them, and they were delighted to answer some…

After THIS Space 2024, we caught up with Natalie Armstrong, @flo-doo.bsky.social and
@jessrmorley.bsky.social and they were delighted to answer some more of your questions. Read our blog: https://ths.im/3X0sBZs

13.02.2025 10:03 — 👍 2    🔁 1    💬 0    📌 0

We are now in the "everything" era of multimodal medical AI.

Great to see this inspiring talk by @erictopol.bsky.social at @rsnasky.bsky.social 🥳

" #Radiology is the leader & pacesetter [for medical AI]...We are all learning from you."

02.12.2024 17:22 — 👍 32    🔁 3    💬 0    📌 0

title slide of presentation

The @rsnasky.bsky.social meeting is the largest medical meeting in the world. The radiology community is the pacesetter for medical #AI, that we can all learn from. I'm excited to give a presentation during tomorrow morning's plenary session
reg.meeting.rsna.org/flow/rsna/rs... #RSNA2024

01.12.2024 19:49 — 👍 213    🔁 40    💬 3    📌 3

Optimal Large Language Model Characteristics to Balance Accuracy and Energy Use for Sustainable Medical Applications | Radiology Background Large language models (LLMs) for medical applications use unknown amounts of energy, which contribute to the overall carbon footprint of the health care system. Purpose To investigate the t...

there are more talks about the environmental effects this year though,
e.g.
pubs.rsna.org/doi/abs/10.1... by @flo-doo.bsky.social or
link.springer.com/article/10.1... by @jnkt.bsky.social

02.12.2024 14:24 — 👍 2    🔁 2    💬 0    📌 0

A poster for RSNA 2024 features speaking sessions by UMaryland speakers, including: Sunday, Dec 1 (E451B, 1-2 PM): "Development of a Quantitative Imaging Tool to Identify Candidates for Tranexamic Acid Treatment in Acute Traumatic Brain Injury" by Maguy Farhat. Monday, Dec 2 (Deep Learning Lab, 9-10 AM): "Model Training and Evaluation: Basics of NLP in Radiology (Beginner Friendly)" by Jae Ho Sohn. Monday, Dec 2 (Residents Lounge, 11-12 PM): "Signal to Noise: Q&A Session on the ERAS Supplemental Application + PD Panel" by Omer Awan. Monday, Dec 2 (Discovery Theater, 3-3:30 PM): "Engaging in Research During Radiology Training" by Hana Haver. Tuesday, Dec 3 (Residents Lounge, 3-4 PM): "Resilience in Radiology: Navigating the Path to Success with AMGs and IMGs" by Omer Awan. Thursday, Dec 5 (S402, 3-4 PM): "Potential Pitfalls & Opportunities for Health Equity in Artificial Intelligence (AI)" by Florence Doo.

A poster for RSNA 2024 highlights UMaryland presenters in Learning Center exhibits, available online and all week: Sunday, Dec 1: "Imaging Features of Blunt Thoracic Aortic Injury: What the Radiologist Needs to Know" by Ishaan Jay Bhatt. "CT Imaging of Shoulder Girdle and Proximal Humeral Fractures: Biomechanical Principles, Grading, and Surgical Relevance" by David Dreizin. "Navigating Post-Locoregional Therapy Imaging in HCC: Insights and Updates" by Izzet Altun. "Revolutionizing Radiology Education: Exploring Innovative Teaching Methods" by Omer Awan. "Chronic Subdural Hematoma: Advanced Imaging of the Membranes and the Role of Middle Meningeal Artery Embolization" by Dheeraj Gandhi. Tuesday, Dec 3 (10-10:30 AM): "Quantifying the Environmental Sustainability of Large Language Models in Radiology Reports Analysis" by Florence Doo. Wednesday, Dec 4 (12:45-1:15 PM): "Impact of Artificial Intelligence-Based Detection of Large Vessel Occlusion Among Stroke Patients" by Dheeraj Gandhi.

Can't wait to (re)connect w/ everyone at #RSNA24!🎉

Don’t miss our @UMMCRadiology
sessions—for fun people & educational/scientific content🔽

Come say hi & chat w/ us about joining our team as a resident, fellow, or faculty member!🙌😁

#radiology

29.11.2024 13:09 — 👍 6    🔁 0    💬 0    📌 0

We have a NEW combined body/chest imaging fellowship at UMD! Also our cardiothoracic fellowship application for 2026-2027 is now accepting applicants! Email me if you have any questions!

27.11.2024 17:56 — 👍 1    🔁 1    💬 0    📌 0

What does the evidence tell us about equitable access, data privacy, patient voice and other ethical considerations in data science and healthcare innovation?

Join @flo-doo.bsky.social @nielspeek.bsky.social at #THISspace2024

Register: ths.im/3zNtSut

07.11.2024 09:31 — 👍 9    🔁 5    💬 0    📌 1