imaging
ImagingControlenvision-eye-imaging-classifier-by-metadatat5-large_radiology-ai-cardiothoracic-imagingcancer-0.8pegasus-pubmed_radiology-ai-imagingcancer-0.9bart-large-cnn_radiology-ai-imagingcancer-0.8t5-large_radiology-ai-imagingcancer-0.8t5-large_radiology-cardiothoracic-imagingcancer-0.8t5-large_radiology-cardiothoracic-imagingcancer-0.9
Datasets
All datasets matching “imaging”KiTS-Challenge-ImagingGuided-Lensless-Polarization-Imaging-stageI
Stage I reconstructions for evaluation (UPLight & ZJU-RGB-P)
This dataset accompanies Guided Lensless Polarization Imaging (CVPR 2026 Findings). It provides FISTA Stage-I outputs, RGB guidance images, and ground-truth polarization stacks for two public evaluation sets used in the paper.
Layout
UPLight (~1,991 scenes)
Folder
Description
UPLight/fista_grayscale/
3-channel grayscale polarization FISTA reconstructions
UPLight/fista_color/… See the full description on the dataset page: https://huggingface.co/datasets/noakraicer/Guided-Lensless-Polarization-Imaging-stageI.alive-medical-imaging
ALIVE Medical Imaging QA Dataset
Lecture-derived question-answer corpus, retrieval index, and source
materials for the ALIVE (Avatar-Lecture Interactive Video Engine)
system. The dataset was built from 23 recorded lectures of an
undergraduate medical imaging course and is the corpus used to
fine-tune the ALIVE language model and to evaluate its retrieval and
answer-generation behavior.
Layout
huggingface/
├── data/ question-answer pairs (Alpaca-style… See the full description on the dataset page: https://huggingface.co/datasets/zabir1996/alive-medical-imaging.imaging-101
Imaging-101: Benchmark Data & Fixtures
Observation data and evaluation fixtures for the Imaging-101 benchmark -- 57 expert-verified computational imaging tasks for evaluating LLM coding agents.
Paper: Imaging-101: Benchmarking LLM Agents for Scientific Computational Imaging Problems (ICCP 2026)
Website: starpacker.github.io/agent-imaging-website
GitHub: github.com/HeSunPU/imaging-101
What is in this dataset?
Directory
Contents
Format
tasks/<task>/data/… See the full description on the dataset page: https://huggingface.co/datasets/starpacker52/imaging-101.mimic-medical-imaging-qa
MIMIC Medical Imaging QA Dataset
5,207 Bloom's-taxonomy-stratified question--answer pairs derived from 23 medical imaging lectures (RPI BMED 2300). The dataset supports the paper "MIMIC: A Course-Derivation Pipeline and Benchmark for Slide-Anchored Tutoring with a Domain-Adapted Large Language Model" and was used to fine-tune MIMIC-LM, a domain-adapted Llama-3.1-8B-Instruct model for grounded medical imaging instruction.
License
The benchmark annotations, dataset… See the full description on the dataset page: https://huggingface.co/datasets/zabir1996/mimic-medical-imaging-qa.Project-Imaging-X
Project Imaging-X is a strategic initiative to consolidate 1000+ open medical imaging datasets worldwide, breaking down data silos through systematic integration to build the foundational infrastructure for next-generation medical AI models.
Challenge: Medical imaging lacks large-scale unified datasets due to clinical expertise requirements and privacy constraints, limiting the development of powerful medical foundation models.
Solution: We surveyed 1000+… See the full description on the dataset page: https://huggingface.co/datasets/General-Medical-AI/Project-Imaging-X.