From 7e902e68dc197983aa7bf1a9d2a1711a8f3ed009 Mon Sep 17 00:00:00 2001 From: MRawlani Date: Thu, 23 Oct 2025 11:58:09 -0700 Subject: [PATCH 1/5] adding similarity ui link to the readme --- README.md | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/README.md b/README.md index 04275b0..1e2d455 100644 --- a/README.md +++ b/README.md @@ -31,6 +31,12 @@ ep.predict_metrics(ep.encode_study(torch.zeros((50, 3, 16, 224, 224)))) ## Licence This project is licensed under the terms of the MIT license. +## Demo Video: Similarity Search UI +This short video showcases the **EchoPrime similarity search user interface**, a companion tool that enables interactive retrieval of echocardiogram studies based on cosine similarity. +It demonstrates how users can query specific phrases (e.g., *aortic root dilation*, *mitral calcification*) or upload new studies, and view the most similar cases across multiple views in real time. + +[![Watch on YouTube](https://img.youtube.com/vi/hfjeqBlkmQA/hqdefault.jpg)](https://youtu.be/hfjeqBlkmQA) + ## FAQ: ### How to load pretrained video encoder and text encoder for fune-tuning? From 893a34b3221c403d0db729a6bbb2e204cb2901f6 Mon Sep 17 00:00:00 2001 From: MRawlani Date: Thu, 23 Oct 2025 12:00:01 -0700 Subject: [PATCH 2/5] adding correct yt link --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 1e2d455..8affd88 100644 --- a/README.md +++ b/README.md @@ -35,7 +35,7 @@ This project is licensed under the terms of the MIT license. This short video showcases the **EchoPrime similarity search user interface**, a companion tool that enables interactive retrieval of echocardiogram studies based on cosine similarity. It demonstrates how users can query specific phrases (e.g., *aortic root dilation*, *mitral calcification*) or upload new studies, and view the most similar cases across multiple views in real time. -[![Watch on YouTube](https://img.youtube.com/vi/hfjeqBlkmQA/hqdefault.jpg)](https://youtu.be/hfjeqBlkmQA) +[![Watch on YouTube](https://img.youtube.com/vi/mot9R7-HQPk/hqdefault.jpg)](https://youtu.be/mot9R7-HQPk) ## FAQ: From 2444b348b4b97925f648a74ff62270e864084c9b Mon Sep 17 00:00:00 2001 From: MRawlani Date: Thu, 23 Oct 2025 12:02:00 -0700 Subject: [PATCH 3/5] removing thumbnail --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 8affd88..3da30fe 100644 --- a/README.md +++ b/README.md @@ -35,7 +35,7 @@ This project is licensed under the terms of the MIT license. This short video showcases the **EchoPrime similarity search user interface**, a companion tool that enables interactive retrieval of echocardiogram studies based on cosine similarity. It demonstrates how users can query specific phrases (e.g., *aortic root dilation*, *mitral calcification*) or upload new studies, and view the most similar cases across multiple views in real time. -[![Watch on YouTube](https://img.youtube.com/vi/mot9R7-HQPk/hqdefault.jpg)](https://youtu.be/mot9R7-HQPk) +[![Watch on YouTube]](https://youtu.be/mot9R7-HQPk) ## FAQ: From d12744846ea16955f5ec8c824bc89ca0745267e6 Mon Sep 17 00:00:00 2001 From: MRawlani Date: Thu, 23 Oct 2025 12:02:57 -0700 Subject: [PATCH 4/5] improving text --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 3da30fe..7738f26 100644 --- a/README.md +++ b/README.md @@ -35,7 +35,7 @@ This project is licensed under the terms of the MIT license. This short video showcases the **EchoPrime similarity search user interface**, a companion tool that enables interactive retrieval of echocardiogram studies based on cosine similarity. It demonstrates how users can query specific phrases (e.g., *aortic root dilation*, *mitral calcification*) or upload new studies, and view the most similar cases across multiple views in real time. -[![Watch on YouTube]](https://youtu.be/mot9R7-HQPk) +[[Watch on YouTube]](https://youtu.be/mot9R7-HQPk) ## FAQ: From 0be77ccc54547d2164b4f4227f20c031555fda54 Mon Sep 17 00:00:00 2001 From: MRawlani Date: Thu, 23 Oct 2025 12:04:00 -0700 Subject: [PATCH 5/5] improving text --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 7738f26..bde43a9 100644 --- a/README.md +++ b/README.md @@ -35,7 +35,7 @@ This project is licensed under the terms of the MIT license. This short video showcases the **EchoPrime similarity search user interface**, a companion tool that enables interactive retrieval of echocardiogram studies based on cosine similarity. It demonstrates how users can query specific phrases (e.g., *aortic root dilation*, *mitral calcification*) or upload new studies, and view the most similar cases across multiple views in real time. -[[Watch on YouTube]](https://youtu.be/mot9R7-HQPk) +[Watch on YouTube!](https://youtu.be/mot9R7-HQPk) ## FAQ: