GitHub / AlaaLab 7 Repositories
Machine Learning and AI for Medicine
AlaaLab/ETAB
[ NeurIPS 2022 ] Official Codebase for "ETAB: A Benchmark Suite for Visual Representation Learning in Echocardiography"
Language: Jupyter Notebook - Size: 5.56 MB - Last synced at: 15 days ago - Pushed at: over 2 years ago - Stars: 27 - Forks: 11
AlaaLab/med-real2sim
[ NeurIPS 2024 ] Official Codebase for "Med-Real2Sim: Non-Invasive Medical Digital Twins using Physics-Informed Self-Supervised Learning"
Language: Jupyter Notebook - Size: 13.1 MB - Last synced at: 4 months ago - Pushed at: 7 months ago - Stars: 9 - Forks: 1
AlaaLab/WebCP
[ NeurIPS 2023 R0-FoMo Workshop ] Official Codebase for "Estimating Uncertainty in Multimodal Foundation Models using Public Internet Data"
Language: Jupyter Notebook - Size: 302 KB - Last synced at: 4 months ago - Pushed at: about 1 year ago - Stars: 6 - Forks: 1
AlaaLab/InstructCV
[ ICLR 2024 ] Official Codebase for "InstructCV: Instruction-Tuned Text-to-Image Diffusion Models as Vision Generalists"
Language: Python - Size: 76.1 MB - Last synced at: 9 months ago - Pushed at: about 1 year ago - Stars: 516 - Forks: 46
AlaaLab/deep-learning-uncertainty
Literature survey, paper reviews, experimental setups and a collection of implementations for baselines methods for predictive uncertainty estimation in deep learning models.
Language: Jupyter Notebook - Size: 8.53 MB - Last synced at: 12 months ago - Pushed at: almost 3 years ago - Stars: 583 - Forks: 77
AlaaLab/conformal-metalearners
[ NeurIPS 2023 ] Official Codebase for "Conformal Meta-learners for Predictive Inference of Individual Treatment Effects"
Language: Python - Size: 3.23 MB - Last synced at: 12 months ago - Pushed at: over 1 year ago - Stars: 38 - Forks: 6
AlaaLab/pathologist-in-the-loop
[ NeurIPS 2023 ] Official Codebase for "Aligning Synthetic Medical Images with Clinical Knowledge using Human Feedback"
Language: Python - Size: 6.77 MB - Last synced at: 12 months ago - Pushed at: over 1 year ago - Stars: 11 - Forks: 1