Sergios Gatidis

4 papers · 2021–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird 👥 Mega-Team · Squad

Venues

MIDL (2) AAAI (1) EMNLP (1)

Top co-authors

Jean-Benoit Delbrouck (2) Louisa Fay (2) Julian Z. Genkins (1) Louis Blankemeier (1) Ahmed Othman (1) Eduardo Reis (1) Alessa Hering (1) Alison Callahan (1) Matthew P. Lungren (1) Nima Aghaeepour (1)

Research topics

Deep Learning (2) Healthcare & Medicine (2) Machine Learning (2) Natural Language Processing (2) Applications (2) Clinical (2) Resources & Methods (2) Artificial Intelligence (1) Application Areas (1) Architectures (1) Core AI (1) Core Methods (1) Models (1)

Keywords

large language model (2) image segmentation (1) medical imaging (1) natural language generation (1) instruction following (1) image registration (1) convolutional neural network (1) foundation model (1) vision-language model (1) electronic health record (1) prompt design (1) zero-shot classification (1) lightweight model (1) radiology report (1) computed tomography (1) encoder-decoder model (1) clinical text (1) chest x-ray classification (1) lesion tracking (1) text structuring (1)

Papers

Beyond the Prompt: Deploying Medical Foundation Models on Diverse Chest X-ray Populations MIDL 2025 Structuring Radiology Reports: Challenging LLMs with Lightweight Models EMNLP 2025 MedAlign: A Clinician-Generated Dataset for Instruction Following with Electronic Medical Records AAAI 2024 Whole-Body Soft-Tissue Lesion Tracking and Segmentation in Longitudinal CT Imaging Studies MIDL 2021