File size: 3,135 Bytes
47483a2 ea0bff7 47483a2 ea0bff7 47483a2 ea0bff7 47483a2 ea0bff7 47483a2 ea0bff7 47483a2 ea0bff7 47483a2 ea0bff7 47483a2 ea0bff7 47483a2 ea0bff7 47483a2 ea0bff7 47483a2 ea0bff7 47483a2 ea0bff7 47483a2 ea0bff7 47483a2 ea0bff7 47483a2 ea0bff7 47483a2 ea0bff7 47483a2 ea0bff7 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 |
---
license: mit
widget:
- src: >-
https://prod-images-static.radiopaedia.org/images/566180/d527ff6fc1482161c9225345c4ab42_big_gallery.jpg
candidate_labels: enlarged heart, pleural effusion
example_title: X-ray of cardiomegaly
library_name: open_clip
pipeline_tag: zero-shot-image-classification
---
# Model Card for WhyXrayClip
# Table of Contents
1. [Model Details](#model-details)
2. [Get Started](#how-to-get-started-with-the-model)
3. [Uses](#uses)
4. [Training Details](#training-details)
5. [Evaluation](#evaluation)
6. [Citation](#citation)
## Model Details
- **Model:** WhyXrayClip
<!-- Provide the basic links for the model. -->
- **Paper:** https://arxiv.org/pdf/2405.14839
- **Website:** https://yueyang1996.github.io/knobo/
- **Repository:** https://github.com/YueYANG1996/KnoBo
## How to Get Started with the Model
Use the code below to get started with the model.
[More Information Needed]
## Uses
<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
### Direct Use
<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
[More Information Needed]
### Downstream Use
<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
[More Information Needed]
### Out-of-Scope Use
<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
[More Information Needed]
Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
## Training Details
### Training Data
<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
[More Information Needed]
### Preprocessing [optional]
[More Information Needed]
### Training Hyperparameters
- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
## Evaluation
<!-- This section describes the evaluation protocols and provides the results. -->
### Testing Data
<!-- This should link to a Dataset Card if possible. -->
[More Information Needed]
### Metrics
<!-- These are the evaluation metrics being used, ideally with a description of why. -->
[More Information Needed]
### Results
[More Information Needed]
## Citation
<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
**BibTeX:**
```
@article{yang2024textbook,
title={A Textbook Remedy for Domain Shifts: Knowledge Priors for Medical Image Analysis},
author={Yue Yang and Mona Gandhi and Yufei Wang and Yifan Wu and Michael S. Yao and Chris Callison-Burch and James C. Gee and Mark Yatskar},
journal={arXiv preprint arXiv:2405.14839},
year={2024}
}
``` |