Picture for Jan Freyberg

Jan Freyberg

Accessible, At-Home Detection of Parkinson's Disease via Multi-task Video Analysis

Add code
Jun 21, 2024
Viaarxiv icon

Capabilities of Gemini Models in Medicine

Add code
May 01, 2024
Viaarxiv icon

Closing the AI generalization gap by adjusting for dermatology condition distribution differences across clinical settings

Add code
Feb 23, 2024
Viaarxiv icon

MINT: A wrapper to make multi-modal and multi-image AI models interactive

Add code
Jan 22, 2024
Viaarxiv icon

Towards Conversational Diagnostic AI

Add code
Jan 11, 2024
Viaarxiv icon

Evaluating AI systems under uncertain ground truth: a case study in dermatology

Add code
Jul 05, 2023
Viaarxiv icon

Interactive Concept Bottleneck Models

Add code
Dec 26, 2022
Viaarxiv icon

Detecting and Preventing Shortcut Learning for Fair Medical AI using Shortcut Testing (ShorT)

Add code
Jul 21, 2022
Figure 1 for Detecting and Preventing Shortcut Learning for Fair Medical AI using Shortcut Testing (ShorT)
Figure 2 for Detecting and Preventing Shortcut Learning for Fair Medical AI using Shortcut Testing (ShorT)
Figure 3 for Detecting and Preventing Shortcut Learning for Fair Medical AI using Shortcut Testing (ShorT)
Figure 4 for Detecting and Preventing Shortcut Learning for Fair Medical AI using Shortcut Testing (ShorT)
Viaarxiv icon

Robust and Efficient Medical Imaging with Self-Supervision

Add code
May 19, 2022
Figure 1 for Robust and Efficient Medical Imaging with Self-Supervision
Figure 2 for Robust and Efficient Medical Imaging with Self-Supervision
Figure 3 for Robust and Efficient Medical Imaging with Self-Supervision
Figure 4 for Robust and Efficient Medical Imaging with Self-Supervision
Viaarxiv icon

Does Your Dermatology Classifier Know What It Doesn't Know? Detecting the Long-Tail of Unseen Conditions

Add code
Apr 08, 2021
Figure 1 for Does Your Dermatology Classifier Know What It Doesn't Know? Detecting the Long-Tail of Unseen Conditions
Figure 2 for Does Your Dermatology Classifier Know What It Doesn't Know? Detecting the Long-Tail of Unseen Conditions
Figure 3 for Does Your Dermatology Classifier Know What It Doesn't Know? Detecting the Long-Tail of Unseen Conditions
Figure 4 for Does Your Dermatology Classifier Know What It Doesn't Know? Detecting the Long-Tail of Unseen Conditions
Viaarxiv icon