research-contributions
Implementations of recent research prototypes/demonstrations using MONAI. (by Project-MONAI)
ChatPaper
Use ChatGPT to summarize the arXiv papers. 全流程加速科研，利用chatgpt进行论文全文总结+专业翻译+润色+审稿+审稿回复 (by kaixindelele)
| research-contributions | ChatPaper | |
|---|---|---|
| 3 | 2 | |
| 933 | 17,677 | |
| 1.3% | - | |
| 8.1 | 7.3 | |
| 7 days ago | about 1 month ago | |
| Python | Python | |
| Apache License 2.0 | GNU General Public License v3.0 or later |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
research-contributions
Posts with mentions or reviews of research-contributions.
We have used some of these posts to build our list of alternatives
and similar projects.
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Dicom Images Segmentation
Checkout the MONAI library: https://monai.io/. It is tailored towards processing of medical images. It offers a label module which can be used for annotation, as well as a deep learning module with a vast range of models and medical data pipelines.
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Pretrained Resnet50 for kidney detection (Kits19)
You can find a pretrained Resnet, but probably not one that's been trained on a kidney object detection dataset. The only kidney CT dataset I know of is for segmentation, not object detection. So you'll have to convert the segmentations to bounding boxes and train your own. Take a look at monai.io for potential resources.
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Researchers From NVIDIA & Vanderbilt University Propose ‘Swin UNETR’: A Novel Architecture for Semantic Segmentation of Brain Tumors Using Multi-Modal MRI Images
Github: https://github.com/Project-MONAI/research-contributions/tree/master/SwinUNETR
ChatPaper
Posts with mentions or reviews of ChatPaper.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-03-21.
- GitHub - kaixindelele/ChatPaper: Use ChatGPT to summarize the arXiv...GitHub - kaixindelele/ChatPaper: Use ChatGPT to summarize the arXiv...
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[R] OpenChatPaper - Yet another paper reading assistant based on ChatGPT
An open-source version that attempts to reimplement ChatPDF. A different dialogue version of another ChatPaper project.
What are some alternatives?
When comparing research-contributions and ChatPaper you can also consider the following projects:
gpt-2 - Code for the paper "Language Models are Unsupervised Multitask Learners"
OpenChatPaper - Yet another paper reading assistant based on OpenAI ChatGPT API. An open-source version that attempts to reimplement ChatPDF. A different dialogue version of another ChatPaper project.
jukebox - Code for the paper "Jukebox: A Generative Model for Music"