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@BCN-AIM - Universitat de Barcelona
- Barcelona, Spain
- https://ameliajimenez.github.io/
- @ameliajimsan
- @amelia@social.itu.dk
Highlights
- Pro
Stars
PyBiblioNet is a Python library for performing network-based bibliometrics
π€ AI framework for gestational age estimation from blind sweep ultrasound videos in low-resource settings. Achieves 27% improvement in accuracy through adaptive frame selection.
Project Imaging-X: A Survey of 1000+ Open-Access Medical Imaging Datasets for Foundation Model Development
A list of all "all you need" papers. Updated daily using the arXiv API.
Cross-silo Federated Learning playground in Python. Discover 7 real-world federated datasets to test your new FL strategies and try to beat the leaderboard.
A custom Streamlit component for link analysis, built with Cytoscape.js and Streamlit.
"Fair Federated AI" Summer School, July 19-21, 2024; 16:00 β 19:30 CET time
PyGWalker: Turn your dataframe into an interactive UI for visual analysis
Navigating Dataset Documentations in AI: A Large-Scale Analysis of Dataset Cards on HuggingFace (ICLR 2024)
Croissant is a high-level format for machine learning datasets that brings together four rich layers.
[ICLR 2023 spotlight] MEDFAIR: Benchmarking Fairness for Medical Imaging
The RISE Journal Club aims to create a friendly environment to discuss the latest state-of-the-art papers in the areas of medical image analysis, AI and computer vision. The moderators will brieflyβ¦
Generation of diagrams like flowcharts or sequence diagrams from text in a similar manner as markdown
A demo application using fal.realtime and the lightning fast SDXL API provided by fal
Data supporting the study: On the Readiness of Scientific Data for Fair and transparent ML
Implementation for Simulated Bias in Artificial Medical Images (SimBA) framework π¦
Reveal to Revise: An Explainable AI Life Cycle for Iterative Bias Correction of Deep Models. Paper presented at MICCAI 2023 conference.
Course materials for: Geospatial Data Science
Code and instructions accompanying ICCV'23 paper Protoype-based Dataset Comparison
Frequency Shortcuts in Neural Networks
[ICCV 2023] Harvard Glaucoma Detection and Progression: A Multimodal Multitask Dataset and Generalization-Reinforced Semi-Supervised Learning
A game theoretic approach to explain the output of any machine learning model.
An example hugo static site with Toha theme.
(ICML 2023) High Fidelity Image Counterfactuals with Probabilistic Causal Models
Query free API to find paper citing another paper
Repository used during my travel at the ITU of Copenhagen in March 2023