MedCLIP issues

Results 24 MedCLIP issues

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Training from scratch with Trainer Class

Hi there, I am trying to train a MedCLIP model from scratch on the CheXpert and MIMIC-CXR datasets. I cannot seem to find the training script which calls the Trainer...

SyedA5688

about the sample subset

In paper, you have samples several subsets from the original dataset, e.g., a balanced subset for evaludation from the RSNA Pneumonia dataset. Would you mind providing all subset info (e.g....

zhaoedf

Resnet Vision model seems random

the VIT model weight is reasonable but the Resnet weight outputs very random results, and always negative logits. Is the provided resnet weight correct?

tdh512194

Inquries about the text encoder's pretrained weight

I apologize for inquiring about the code released a few years ago, but it appears that the text encoder directly loads the weights from BioClinicalBERT rather than being pretrained through...

hangyulyoon

Relaxed strictness when loading weights

The loading of model weights fails due to some transformer version mismatch. Relaxing the strictness when loading the weights fixes this issue. https://github.com/RyanWangZf/MedCLIP/issues/37

StefanDenn3r

Pretrained Models do not load with pip release

I installed the latest version of medclip **via pip** and am trying to load the pretrained models. However, when loading ResNet or ViT I get the following error ``` RuntimeError:...

paulgavrikov

Model weights don't seem to load correctly while running the example

The results I got also seem to be different from expectation. I am wondering if it's something to do with the below warning. Here is the logit, which is completely...

kyleliang919

Questions about Training/Data

Hey, thank you for sharing your interesting work. I have a few questions about the training process: How did you pretrain on chexpert, as far as I am aware, chexpert...

s4lome