research
∙
08/27/2023
Empowering Clinicians and Democratizing Data Science: Large Language Models Automate Machine Learning for Clinical Studies
A knowledge gap persists between Machine Learning (ML) developers (e.g.,...
share
research
∙
08/15/2023
Enhancing Network Initialization for Medical AI Models Using Large-Scale, Unlabeled Natural Images
Pre-training datasets, like ImageNet, have become the gold standard in m...
research
∙
06/10/2023
Preserving privacy in domain transfer of medical AI models comes at no performance costs: The integral role of differential privacy
Developing robust and effective artificial intelligence (AI) models in m...
research
∙
04/18/2023
Fibroglandular Tissue Segmentation in Breast MRI using Vision Transformers – A multi-institutional evaluation
Accurate and automatic segmentation of fibroglandular tissue in breast M...
research
∙
02/03/2023
Private, fair and accurate: Training large-scale, privacy-preserving AI models in radiology
Artificial intelligence (AI) models are increasingly used in the medical...
research
∙
12/18/2022
Medical Diagnosis with Large Scale Multimodal Transformers: Leveraging Diverse Data for More Accurate Diagnosis
Multimodal deep learning has been used to predict clinical endpoints and...
research
∙
12/14/2022
Diffusion Probabilistic Models beat GANs on Medical Images
The success of Deep Learning applications critically depends on the qual...
research
∙
11/24/2022
Collaborative Training of Medical Artificial Intelligence Models with non-uniform Labels
Artificial intelligence (AI) methods are revolutionizing medical image a...
research
∙
11/07/2022
Medical Diffusion – Denoising Diffusion Probabilistic Models for 3D Medical Image Generation
Recent advances in computer vision have shown promising results in image...
research
∙
04/21/2021
How Will Your Tweet Be Received? Predicting the Sentiment Polarity of Tweet Replies
Twitter sentiment analysis, which often focuses on predicting the polari...
research
∙
02/04/2021
Machine Learning-Based Generalized Model for Finite Element Analysis of Roll Deflection During the Austenitic Stainless Steel 316L Strip Rolling
During the strip rolling process, a considerable amount of the forces of...
research
∙
11/16/2020
Conversion Between Bezier and Catmull-Rom Splines
Splines are one of the main methods of mathematically representing compl...
research
∙
11/10/2020
