Soroosh Tayebi Arasteh Profile
Soroosh Tayebi Arasteh

@starasteh

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Postdoctoral Researcher | Dr.-Ing., Dr. rer. medic. | @CommsMedicine & @EurRadiology EuRadEx Editorial Board | @Radiology_AI TEB

Aachen, Germany
Joined August 2014
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@starasteh
Soroosh Tayebi Arasteh
4 days
🚨 Just published in @Nature_NPJ Artificial Intelligence! 💡 Speech data can be as sensitive as images. ✅ We successfully applied DP to DL training on medical speech data ⚖️ Utility tradeoff remains high, but fairness behavior is more complex 🔍
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nature.com
npj Artificial Intelligence - Differential privacy enables fair and accurate AI-based analysis of speech disorders while protecting patient data
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@ahatamiz1
Ali Hatamizadeh
1 month
Are you ready for web-scale pre-training with RL ? 🚀 🔥 New paper: RLP : Reinforcement Learning Pre‑training We flip the usual recipe for reasoning LLMs: instead of saving RL for post‑training, we bring exploration into pretraining. Core idea: treat chain‑of‑thought as an
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@starasteh
Soroosh Tayebi Arasteh
2 months
📢 New #preprint: Agentic LLMs improve retrieval-based radiology QA 🧠 Our #agentic #RAG framework lets #LLMs iteratively retrieve & synthesize evidence. ✅ 25 models analyzed (500M→670B) 📈 Accuracy ↑ in mid/small models 🤖 Hallucinations ↓ ~9% 📖
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arxiv.org
Clinical decision-making in radiology increasingly benefits from artificial intelligence (AI), particularly through large language models (LLMs). However, traditional retrieval-augmented...
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@Radiology_AI
Radiology: Artificial Intelligence
3 months
We're proud to welcome the journal's 2025-2027 Trainee Editorial Board! Learn more about these talented individuals: https://t.co/Pekb0y3uNv
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@Radiology_AI
Radiology: Artificial Intelligence
3 months
#RadioRAG introduces real-time data retrieval to support the accuracy & factuality of LLMs in radiologic diagnosis https://t.co/9o8PLjuwNY @starasteh @DanielTruhn @laim_uka #retrieval #Radiopaedia #radiology
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@maier_ak
Andreas K. Maier
3 months
„PhD-Level“ Intelligence GPT5 still fails the „first do A, then B(A)“ test. A PhD student in Germany clearly does have such capabilities. GPT unfortunately, not. I don’t feel the AGI today.
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@Radiology_AI
Radiology: Artificial Intelligence
4 months
RadioRAG retrieves context-specific information from #Radiopaedia in real-time https://t.co/9o8PLjuwNY @starasteh @DanielTruhn @laim_uka #RAG #LLM #RadioRAG
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@Radiology_AI
Radiology: Artificial Intelligence
4 months
RadioRAG retrieves context-specific information from #Radiopaedia in real-time https://t.co/9o8PLjuwNY @starasteh @DanielTruhn @laim_uka #LLMs #radiology #AI
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@Radiology_AI
Radiology: Artificial Intelligence
4 months
#LLMs using radiology retrieval-augmented generation (RadioRAG) showed variable performance in answering case-based radiology questions https://t.co/9o8PLjuwNY @starasteh @DanielTruhn @laim_uka #Radiopaedia #radiology #AI
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@Radiology_AI
Radiology: Artificial Intelligence
5 months
#RadioRAG shows potential to improve LLM accuracy in radiology question answering by integrating real-time domain-specific data https://t.co/9o8PLjuwNY @SNM_MI #SNMMI25 #NucMed #MolRad #radiology
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@starasteh
Soroosh Tayebi Arasteh
5 months
Just crossed 1,000 citations on Google Scholar! Huge thanks to everyone I've collaborated with and learned from along the way, couldn’t have done it without you! https://t.co/MZCa5eYQXR
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@Radiology_AI
Radiology: Artificial Intelligence
9 months
#ThrowbackThursday@starasteh @GKaissis @DanielTruhn investigate differential privacy and analyze its impact on #AI model performance (Jan 2024) https://t.co/L10NEa2Xjz #ML #MachineLearning #ArtificialIntelligence
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@woojinrad
Woojin Kim
1 year
The Treasure Trove Hidden in Plain Sight: The Utility of GPT-4 in Chest Radiograph Evaluation | Radiology This study evaluates the potential of OpenAI’s GPT-4 with Advanced Data Analysis (ADA) to help radiologists analyze large medical datasets. The researchers tested GPT-4’s
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@naebbi22
Naebbi
1 year
🚀 New Publication Alert in @RSNA @radiology_rsna ! 🚀 How good are #LLMs like #GPT4 at statistics? Our latest study explores how #GPT4 assists with basic to advanced stats and machine learning 🩺📊 and where it gets the concepts wrong! ☹ Full article:
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@radiology_rsna
Radiology
1 year
OpenAI’s GPT-4 with Advanced Data Analysis performed basic statistical analyses and built ML-based models to evaluate a chest radiography dataset, performing similarly to its manually crafted counterpart. @laim_uka @starasteh @DanielTruhn @naebbi22 https://t.co/vQ8PW4yYKc
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@starasteh
Soroosh Tayebi Arasteh
1 year
🚨Overwhelmed with daily tasks as a #radiologist? No time to learn #AI development to simplify your work? #LLMs like #GPT4 can autonomously assist—no programming knowledge needed! Our latest @radiology_rsna paper shows how:
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@kimmonismus
Chubby♨️
1 year
It is impressive to see how quickly AI is being used in medicine. The German magazine "Der SPIEGEL" recently reported on how LLMs will be used to make diagnoses in the future. It is important to note that, despite all the challenges surrounding modern AI (hallucinations), the
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@Dr_ASChaudhari
Akshay Chaudhari
1 year
Our latest work improves chest x-ray report generation with LLM alignment tools! We build a scalable preference fine-tuning pipeline to improve automated metrics + expert rad. win rates—all WITHOUT any radiologist feedback. Preference alignment w/o needing human preference. 1/3
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@NobelPrize
The Nobel Prize
1 year
This year’s #NobelPrize laureates in chemistry have revealed proteins’ secrets through computing and artificial intelligence. Chemists have long dreamed of fully understanding and mastering the chemical tools of life – proteins. This dream is now within reach. 2024 chemistry
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