iiinova — where your digital self keeps evolving

Woojin Kim, MD @woojinkim.com · 05/12/2025

Grateful to see my AI art pieces, "Back Pain" and "Tree‑in‑bud", exhibited at RSNA 2025. 🙏 Thank you for all the kind messages during the meeting. 👏🏼 Congratulations to others whose AI art is also displayed. #RSNA25 #TheArtofImaging #RadiologyArt #AIart #Radiology #RSNA2025 @rsnasky.bsky.social

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Woojin Kim, MD @woojinkim.com · 30/11/2025

📢 I’m thrilled to be giving a keynote during the Science Session with Keynote: Noninterpretive Skills (Beyond Imaging) (Artificial Intelligence) at #RSNA25. 🗓️ Wednesday, December 3 🕗 8 AM CST 📍 Room S402 👉🏼 buff.ly/K84nr90

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Woojin Kim, MD @woojinkim.com · 29/11/2025

🚀 Many tell you to "learn AI," but the best way to learn is to actually use it. This year at #RSNA25, I'm giving a talk called "AI Made Fun: How Radiologists Can Practically Leverage Generative AI." 🗓 Tuesday, Dec 2, 2025 🕤 9:30 AM CST 📍 E353C 😉 I will also share my favorite AI tool with tips.

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Woojin Kim, MD @woojinkim.com · 25/11/2025

✨ We've been working on something different! 📍 Visit us at RSNA Booth 4000 (South Hall) to learn more. Join the waitlist 👉🏼 buff.ly/uT7EUyK Schedule a demo 👉🏼 buff.ly/8Q2bZsg #presto #RadiologyAgenticAI #RadiologyAI #RSNA25 #RSNA2025

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Woojin Kim, MD @woojinkim.com · 19/10/2025

Technology architect builds his own AI testing tool and confirms my “Chain of Babble” theory works! 🤔 Fascinating. Independent validation “Chain of Babble” beats “Chain of Thought” generativeai.pub/research-met...

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Woojin Kim, MD @woojinkim.com · 23/09/2025

✨ In 2017, I gave my first lecture at #NIIC. This week, I'll be back to speak on "Generative and Agentic AI in Medical Imaging." 👥 NIIC has been part of my professional journey for nearly a decade, and it is my way of giving back to the field that has given me so much!

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Woojin Kim, MD @woojinkim.com · 09/09/2025

😊 My "Frozen Shoulder" submission from last year's #RSNA24 "The Art of Imaging Art Contest" was just published in the @rsnasky.bsky.social Radiology Advances journal. academic.oup.com/radadv/artic...

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Woojin Kim, MD @woojinkim.com · 05/09/2025

8/ View other artworks and vote 👉 rsna.wishpond.com/art-of-imagi... #RSNAContest

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Woojin Kim, MD @woojinkim.com · 05/09/2025

7/ Tree-in-bud 👉 rsna.wishpond.com/art-of-imagi... #RSNAContest

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Woojin Kim, MD @woojinkim.com · 05/09/2025

6/ The Prior-Auth Loop 👉 rsna.wishpond.com/art-of-imagi... #RSNAContest

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Woojin Kim, MD @woojinkim.com · 05/09/2025

4/ Burnout 👉 rsna.wishpond.com/art-of-imagi... #RSNAContest

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Woojin Kim, MD @woojinkim.com · 05/09/2025

3/ Beautiful Mind 👉 rsna.wishpond.com/art-of-imagi... #RSNAContest

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Woojin Kim, MD @woojinkim.com · 05/09/2025

2/ Back Pain 👉 rsna.wishpond.com/art-of-imagi... #RSNAContest

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Woojin Kim, MD @woojinkim.com · 05/09/2025

🎨 @rsnasky.bsky.social is again conducting "The Art of Imaging Art Contest", and top picks will be displayed at #RSNA25. 🗳️ Vote for your favorite art entry by September 18th! 🔗 to each of my artwork is in this 🧵👇 Anna’s Hand 👉 rsna.wishpond.com/art-of-imagi... #AIart #RadiologyArt #NanoBanana

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Woojin Kim, MD @woojinkim.com · 04/07/2025

The robot uprising is near… give or take a few bug fixes. : r/singularity 🤣 www.reddit.com/r/singularit...

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Woojin Kim, MD @woojinkim.com · 12/06/2025

🌟 I'm excited to present a talk titled "Navigating the New Frontier: Generative & Agentic AI in Medical Imaging" at MGH CAIIRE’s AI in Medicine Series today!

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Woojin Kim, MD @woojinkim.com · 31/05/2025

🌟 I look forward to speaking about the exciting world of generative AI and agentic AI in radiology next week during a webinar hosted by The New York State Radiological Society! #radiology #RadiologyAI #GenAI #GenerativeAI #AgenticAI #AIagents #webinar

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Woojin Kim, MD @woojinkim.com · 26/05/2025

🙏 I wanted to thank the organizers of the Colombian Congress of Radiology (#CCR2025) in Cartagena, Colombia 🇨🇴, for the invitation to speak on AI and the first-class hospitality. #Radiology #MedicalImaging #Cartagena #GenAI #AgenticAI #AIagents #RadiologyAI #AI

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Woojin Kim, MD @woojinkim.com · 16/05/2025

🌟 Excited to present four AI talks today at the Colombia Congress of Radiology (#CCR2025), organized by the Colombian Association of Radiology (Asociación Colombiana de Radiología) in Cartagena, Colombia 🇨🇴! #Radiology #InnovationInRadiology #GenAI #AgenticAI #RadiologyAI #Colombia

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Woojin Kim, MD @woojinkim.com · 16/05/2025

Attending yet another terrific MSK lecture by Dr. Mark Murphey in Cartagena, Colombia 🇨🇴 at the #CCR2025. #radiology

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Woojin Kim, MD @woojinkim.com · 11/05/2025

AMIE is a new AI system that can conduct medical conversations by intelligently interpreting visual information, like images from tests. This research aims to improve AI's role in healthcare, making it more effective for diagnosis and patient management. t.co/4583lOySpr

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Woojin Kim, MD @woojinkim.com · 11/05/2025

This guide discusses how businesses can effectively adopt AI to improve performance, automate tasks, and enhance customer experiences. Key lessons include starting evaluations early, customizing AI models, and involving experts. buff.ly/suoiAsY

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Woojin Kim, MD @woojinkim.com · 05/05/2025

👍 If you're interested in #LLMs in #radiology, this is a recommended read! 💯 While the article focuses primarily on LLMs, as the authors recommended, "Keep an eye on [large multimodal models]". 👉 pubs.rsna.org/doi/10.1148/... #RadiologyAI #AIStrategy #LMMs

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Woojin Kim, MD @woojinkim.com · 03/05/2025

🌟 I’m thrilled to speak at #SIIM25! @siim.org Annual Meetings are one of my absolute favorite conferences! Join me as we explore New Heights in Imaging Informatics and push the boundaries of what’s possible in our field. 📅 May 21–23 📍 Portland 👉 lnkd.in/gZpWC7xG #NewHeights #ImagingInformatics

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Woojin Kim, MD @woojinkim.com · 11/04/2025

Radiologists across institutions consistently reported four main sources of moral distress: pressure to perform unsafe numbers of studies, high workloads impeding resident teaching, lack of administrative support, and pressure to conduct unnecessary imaging. www.jacr.org/article/S154...

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Woojin Kim, MD @woojinkim.com · 14/03/2025

Where to Find Machine Learning Papers Outside of arXiv "As competition intensifies, maintaining awareness of research developments becomes a survival imperative rather than a mere intellectual pursuit." www.kdnuggets.com/where-to-fin...

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Woojin Kim, MD @woojinkim.com · 11/03/2025

🌟 Excited and honored to speak and moderate at AMS SGCR-WIRES 2025! 🙏 A huge thank you to the organizers for the invitation and opportunity to discuss generative AI in medical imaging. Looking forward to meeting everyone at the Singapore EXPO on August 29-31, 2025! 👉 www.sgcr-wires.com/ams2025

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Woojin Kim, MD @woojinkim.com · 06/03/2025

🙏 I wanted to express my sincere gratitude to the Society of Abdominal Radiology for the opportunity to deliver the Cannon Lecture at the SAR 2025 last month. It was an honor to be part of such a well-organized and engaging conference. Thank you for making it such a memorable occasion. #SAR25

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Woojin Kim, MD @woojinkim.com · 15/02/2025

📣 I am excited to present the Cannon Lecture, "Generative AI: Shaping the Future of Radiology," at the 2025 SAR Annual Meeting in Tucson, AZ, next week! #SAR25 #GenAI #RadiologyAI

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Woojin Kim, MD @woojinkim.com · 21/01/2025

🌟 This article, published in The Journal of Nuclear Medicine, provides physicians with an insightful overview of large language models (LLMs) and large multimodal models (LMMs) in medical imaging. It's a nice primer! buff.ly/42mdUDj

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Woojin Kim, MD @woojinkim.com · 13/01/2025

🌟 I'm excited to announce that I've started my new role as Chief Strategy Officer and Chief Medical Information Officer at HOPPR! #GenAI #radiology #RadiologyAI

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Woojin Kim, MD @woojinkim.com · 31/12/2024

🌟 What a fantastic way to welcome 2025! Happy New Year, everyone! 🎆 #Farewell2024 #NewYear2025 #HappyNewYear #Sydney

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Woojin Kim, MD @woojinkim.com · 31/12/2024

🌟 This Anthropic post discusses building effective #LLM agents. It emphasizes building simple, transparent agents with well-documented tool interfaces, advocating for starting with basic components before using frameworks. A recommended read! 👍🏼 #AgenticAI buff.ly/41FBHhd

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Woojin Kim, MD @woojinkim.com · 29/12/2024

Large Concept Models: Language Modeling in a Sentence Representation Space | Research - AI at Meta 👍 It's good to see efforts to look beyond tokens in language model research. buff.ly/3VHXUrn

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Woojin Kim, MD @woojinkim.com · 28/12/2024

🧐 What if AI gives you three answers—and only one is correct? 🤖 This week, the Qwen team released QvQ-72B-Preview, an open-weight multimodal reasoning model. See my initial take here 👉🏼https://www.linkedin.com/posts/woojinkim_genai-foundationmodel-testtimecompute-activity-7278486927215902720-DnxH

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Woojin Kim, MD @woojinkim.com · 23/12/2024

🧐 For the “Read Like a Radiologist” paper, where were the radiologists? 🚨 Although their architecture is intriguing, the output and subsequent analysis raise serious doubts about their model’s performance. See my review here 👉 www.linkedin.com/posts/woojin...

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Woojin Kim, MD @woojinkim.com · 21/12/2024

🖼️ At #RSNA24, two of my #AIart were showcased. 😊 🎥 Decided to test out the video version of one of these pieces, “Time is Brain,” using #Veo2 ( 🙏 shoutout to Google for the early access!) and #Sora. These are two distinct interpretations of the same prompt. #VideoFX #AIvideo

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Woojin Kim, MD @woojinkim.com · 19/12/2024

🐾 Several months ago, I used Midjourney and Runway to create a short video of a tiny kitten perched on a finger. That video became one of the highlights of my talks. 🔥 Thanks to early access to #Veo2 from Google, I was fortunate to test its capabilities—and it’s next-level impressive! #VideoFX

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Woojin Kim, MD @woojinkim.com · 07/12/2024

🌟 I look forward to giving a talk on "Advancing AI in Lung Cancer Detection and Beyond" at the 2024 American Cancer Society National Lung Cancer Roundtable Annual Meeting next week! #LungCancer #ImagingAI #Radiology #RadiologyAI #GenAI

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Woojin Kim, MD @woojinkim.com · 02/12/2024

😉 My first art exhibit(?). Thank you, @rsnasky.bsky.social for featuring my #AIart at #RSNA24! 🙏

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Woojin Kim, MD @woojinkim.com · 30/11/2024

🤔 Does #AI help reduce or increase #burnout among #radiologists? 🔥 See my discussion of the two recent papers from China here 👉🏼 www.linkedin.com/posts/woojin...

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Woojin Kim, MD @woojinkim.com · 30/11/2024

🚨 Many, including me, have cautioned that GPT-4V should NOT be used for radiology image interpretation, but I guess more reminders wouldn't hurt. 🚨 "GPT-4V failed to detect, classify, or rule out abnormalities in image interpretation." @rsnasky.bsky.social #GenAI #radiology #GPT4V buff.ly/4fP87tS

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Woojin Kim, MD @woojinkim.com · 29/11/2024

🌟 I am heading to #RSNA24 and can't wait to see my friends and colleagues in Chicago! 😀

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Woojin Kim, MD @woojinkim.com · 28/11/2024

Using Information Extraction to Normalize the Training Data for Automatic Radiology Report Generation PDF 👉 buff.ly/4g92Z3D I appreciate the authors sharing their #CXRGraph code 👉 buff.ly/3B5V08B #InformationExtraction #radiology #RadiologyReporting

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Woojin Kim, MD @woojinkim.com · 28/11/2024

🚨 Not surprised: "[The LLM] performance fluctuated over time, underscoring the need for continuous, radiology-specific standardized benchmarking metrics to gauge LLM reliability before clinical use." buff.ly/419aSC4

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Woojin Kim, MD @woojinkim.com · 23/11/2024

Researchers tested 3 commercial #deeplearning models on a large UK mammogram dataset. Two performed similarly to a single human reader, and when combined with human reviewers, they demonstrated non-inferior sensitivity compared to double reading but w/ an increased arbitration rate. buff.ly/494MmDZ

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Woojin Kim, MD @woojinkim.com · 13/02/2024

Text Embeddings: Comprehensive Guide A nice post on the evolution, visualization, and applications of text embeddings towardsdatascience.com/text-embeddi...

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Woojin Kim, MD @woojinkim.com · 13/02/2024

AnyTool: Self-Reflective, Hierarchical Agents for Large-Scale API Calls 😮 Leverages 16k+ APIs - integrating a hierarchical API retriever, a solver, and a self-reflection mechanism in a closed loop without additional training. arxiv.org/abs/2402.04253

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