Ankush, MD

Thank you @ASK_MSK You are so kind. I was myself busy with my next innovative project, that I forgot to even post this on my X. If anyone needs full paper or any help setting it up, please feel free to reach out.

Everyone is willing radiologists into extinction but I’m willing to bet we’ll still be here in 10 years going strong (with AI making things easier for us). We’ll look back at previous years like radiology in hard mode

This is a final boss type CXR! There is Absence of the Right Clavicular Companion Shadow This sign can indicate an underlying supraclavicular space-occupying lesion, typically lymphadenopathy In this case, a man in his 40s, had lymphadenitis and R IJ thrombosis #radiology

Another day, another Powerscribe One outage. A story as old as time. No matter what you do, do not let your group migrate to PSOne. @NuanceInc fix your cloud. @drsxr @drmoneymatters @heacockmd @benwhitemd

@_rohitreddy_ Have you run any validation tests/benchmarks using human experts yet. We have built something similar with the manuscript under round 2 review.

Excited to share something we’ve been building: RadBoardsAI, an AI-powered Radiology Oral Boards platform designed to realistically simulate the exam experience. Dynamic case progression, voice-based interaction, and structured scoring/feedback to mirror how residents are actually tested. Presented at @RSNA 2025 and honored with Summa Cum Laude. Any feedback and throughs are welcome: link + demo below!👇 @Radiology_AI

Med students may be interested to know that physician compensation varies by specialty, as does time worked per year (based on weeks time off a year and hours worked per week on).

What a great time we had at #SCMR26

Thank you @thoracicrad 😊🙏🏻🥳✌🏻

The largest randomized trial of medical A.I. —Over 100,000 women in Sweden —radiologist + AI vs 2 radiologists, in follow-up —AI added led to 29% more cancer detected, 44% reduced workload, and —Less cancer dx in subsequent 2 years, and, when found, less aggressive thelancet.com/journals/lance…

Beautiful @RadioGraphics review on imaging of lung‑sparing surgery (tinyurl.com/amhebe2j). Covers preop CT for segmentectomy planning (nodule location, vasculature, fissures, emphysema/fibrosis) and postop complications like air leak and suture‑line granulomas.

An assessment of LLMs for medical tasks @NatureMedicine @drnigam "Most models perform best in clinical note generation (0.74–0.85) and patient communication and education (0.76–0.89), moderately in medical research assistance (0.65–0.75) and clinical decision support (0.63–0.77), and worst in administration and workflow (0.53–0.63)." nature.com/articles/s4159…

@GithubProjects A PowerPoint Add-in with 94,000+ free icons from 108 open-source libraries. github.com/drankush/Slide…

Share your Open-source projects. Let’s connect.

Curated list of research papers on agentic AI for healthcare github.com/AgenticHealthA…

Google has open-sourced the LangExtract Python library. It turns unstructured documents into structured data, with clear source references for each result. 100% open-source.

Today we are launching @openwork_ai, an open-source (MIT-licensed) computer-use agent that’s fast, cheap, and more secure. @openwork_ai  is the result of a short two-day hackathon our team decided to hack, which brings together some of our favorite open source AI modules into one powerful agent, to allow you to: 1. Bring your own model/API key (any provider and model supported by @opencode is supported by Openwork) 2. ~4x faster than Claude for Chrome/Cowork, and much more token-efficient, powered by dev-browser by @sawyerhood (legend) 3. More secure - contrary to Claude for Chrom/Cowork, does not leverage the main browser instance where you are logged into all services already. You login only to the services you need. This significantly reduces the risk of data loss in case of prompt injections, to which computer-use agents are highly exposed. 4. Free and 100% open-source! You can download the DMG (macOS only for now) or fork the github repo via the link in bio (@openwork_ai). Let us know what you think (or better, send a pull request)!

Announcing our latest open medical AI models for developers: MedGemma 1.5, which is small enough to run offline & improves performance on 3D imaging (CT & MRI), & MedASR, a speech-to-text model for medical dictation. Both available on Hugging Face + Vertex AI. goo.gle/3L9oiII #MedGemma #HealthAI #GenerativeAI

New Gemma model! @GoogleDeepMind MedGemma 1.5 4B is an updated 4B variant expanding support for 3D imaging, longitudinal analysis, and localization while improving text accuracy over MedGemma 1. - Interprets 3D volumes for CT, MRI, and whole-slide histopathology. - Achieves 38% intersection-over-union for X-ray anatomical localization. - Analyzes longitudinal X-rays to compare current against historical scans. - Records 89.6% accuracy on EHR understanding, a 22% improvement. huggingface.co/google/medgemm…

I just shipped ✦ Slides Icons A powerfull add-in that gives you 94,000+ free icons right inside PPT! Type “Heart” → instantly get UI & shape versions from 108 libraries No more Google Image scraping😅 github.com/drankush/Slide… #PPT #Icons #OpenSource @GithubProjects @GitHub_Daily

Fascinating paper just published in Science. The authors analyze the career trajectories of top performers across multiple domains, including Nobel laureates, elite chess players, Olympic gold medalists, and more. Their central finding challenges a common belief. Intensive, single-discipline training at a young age does confer an early advantage, but this advantage fades over time. By contrast, individuals exposed to multidisciplinary practice early in life tend to start more slowly. Yet, over the long run, they are more likely to reach world-class performance, eventually overtaking early specialists, who often plateau just below the very top. An important reminder that breadth early on can be a powerful investment in long-term excellence. Link to the paper in the first reply.

@fmahvar @thinkverse Really looking forward to this. Healthcare applications will breath a new life with this. I hope the "soon" is just few weeks away. 🤞🏻

@thinkverse Please see discuss.ai.google.dev/t/medasr-model…

Well, MedASR didn't last long. 😬

What a great time we had at @RSNA 2025. We intend to bring something more awesome in 2026.