From fe4a0806b6baef72edefee9320f2cacee9430db9 Mon Sep 17 00:00:00 2001 From: Archit Roychoudhury Date: Mon, 20 Jul 2020 23:51:18 +0530 Subject: [PATCH 1/7] Update README.md --- .../mitosis-segmentation/README.md | 25 +++++++++++++------ 1 file changed, 17 insertions(+), 8 deletions(-) diff --git a/Segmentation Sample Models/mitosis-segmentation/README.md b/Segmentation Sample Models/mitosis-segmentation/README.md index ad0ce49..78a0f1f 100644 --- a/Segmentation Sample Models/mitosis-segmentation/README.md +++ b/Segmentation Sample Models/mitosis-segmentation/README.md @@ -1,13 +1,22 @@ # Mitosis Segmentation ## Dataset -The dataset used is available in [this](http://www.andrewjanowczyk.com/use-case-5-mitosis-detection/) post. +The dataset used is available in [this](https://www.bcsc-research.org/data/variables/) post. +A total of 87 pathologists diagnosed a randomly assigned subset of 60 slides into four diagnostic categories (benign, atypia, ductal carcinomain situ, and invasive cancer),producing an average of 22 diagnostic labels per case. The average size of these ROIs is10,000×12,000. We use these 200 ROIs for our data set. -The dataset consist of 311 images of size 2,000 x 2,000 @*40x* selected from 12 breast cancer (BCa) patients. In total there are 550 mitosic centers expertly identified using a focal microscope. - -This sample model is trained on br_masks for demonstration purpose to try to understand how to test models in caMicroscope. -## Preprocessing -Pixel values are normalized between 0-1. ## Model -U-net: 256 -> 128 -> 64 -> 32 -> 16 -> 32 -> 64 -> 128 -> 256. +[Y-net](https://arxiv.org/pdf/1806.01313.pdf): + + +Input image size: 256 x 256 x 3 + + +Citation -Input image size: 256 x 256 x 3 \ No newline at end of file +``` @inproceedings{mehta2018ynet, + title={{Y-Net: Joint Segmentation and Classification for Diagnosis of Breast Biopsy Images}}, + author={Sachin Mehta and Ezgi Mercan and Jamen Bartlett and Donald Weaver and Joann Elmore and Linda Shapiro}, + booktitle={International Conference on Medical image computing and computer-assisted intervention}, + year={2018}, + organization={Springer} +} +``` From 85e6e1dbe052d7656bee951e219fc6f9a9df40b8 Mon Sep 17 00:00:00 2001 From: Archit Roychoudhury Date: Mon, 20 Jul 2020 23:54:13 +0530 Subject: [PATCH 2/7] Revert mistake --- .../mitosis-segmentation/README.md | 23 ++++++------------- 1 file changed, 7 insertions(+), 16 deletions(-) diff --git a/Segmentation Sample Models/mitosis-segmentation/README.md b/Segmentation Sample Models/mitosis-segmentation/README.md index 78a0f1f..8a3041b 100644 --- a/Segmentation Sample Models/mitosis-segmentation/README.md +++ b/Segmentation Sample Models/mitosis-segmentation/README.md @@ -1,22 +1,13 @@ # Mitosis Segmentation ## Dataset -The dataset used is available in [this](https://www.bcsc-research.org/data/variables/) post. -A total of 87 pathologists diagnosed a randomly assigned subset of 60 slides into four diagnostic categories (benign, atypia, ductal carcinomain situ, and invasive cancer),producing an average of 22 diagnostic labels per case. The average size of these ROIs is10,000×12,000. We use these 200 ROIs for our data set. +The dataset used is available in [this](http://www.andrewjanowczyk.com/use-case-5-mitosis-detection/) post. -## Model -[Y-net](https://arxiv.org/pdf/1806.01313.pdf): +The dataset consist of 311 images of size 2,000 x 2,000 @*40x* selected from 12 breast cancer (BCa) patients. In total there are 550 mitosic centers expertly identified using a focal microscope. +This sample model is trained on br_masks for demonstration purpose to try to understand how to test models in caMicroscope. +## Preprocessing +Pixel values are normalized between 0-1. +## Model +U-net: 256 -> 128 -> 64 -> 32 -> 16 -> 32 -> 64 -> 128 -> 256. Input image size: 256 x 256 x 3 - - -Citation - -``` @inproceedings{mehta2018ynet, - title={{Y-Net: Joint Segmentation and Classification for Diagnosis of Breast Biopsy Images}}, - author={Sachin Mehta and Ezgi Mercan and Jamen Bartlett and Donald Weaver and Joann Elmore and Linda Shapiro}, - booktitle={International Conference on Medical image computing and computer-assisted intervention}, - year={2018}, - organization={Springer} -} -``` From 2543d8030ce66a1949135f8b31d6fc356d68e2ee Mon Sep 17 00:00:00 2001 From: Archit Roychoudhury Date: Mon, 20 Jul 2020 23:55:24 +0530 Subject: [PATCH 3/7] Correct Readme --- Segmentation Sample Models/YNet/README.md | 22 ++++++++++++++++++++++ 1 file changed, 22 insertions(+) create mode 100644 Segmentation Sample Models/YNet/README.md diff --git a/Segmentation Sample Models/YNet/README.md b/Segmentation Sample Models/YNet/README.md new file mode 100644 index 0000000..59b4378 --- /dev/null +++ b/Segmentation Sample Models/YNet/README.md @@ -0,0 +1,22 @@ +# YNet +## Dataset +The dataset used is available in [this](https://www.bcsc-research.org/data/variables/) post. +A total of 87 pathologists diagnosed a randomly assigned subset of 60 slides into four diagnostic categories (benign, atypia, ductal carcinomain situ, and invasive cancer),producing an average of 22 diagnostic labels per case. The average size of these ROIs is10,000×12,000. We use these 200 ROIs for our data set. + +## Model +[Y-net](https://arxiv.org/pdf/1806.01313.pdf): + + +Input image size: 256 x 256 x 3 + + +Citation + +``` @inproceedings{mehta2018ynet, + title={{Y-Net: Joint Segmentation and Classification for Diagnosis of Breast Biopsy Images}}, + author={Sachin Mehta and Ezgi Mercan and Jamen Bartlett and Donald Weaver and Joann Elmore and Linda Shapiro}, + booktitle={International Conference on Medical image computing and computer-assisted intervention}, + year={2018}, + organization={Springer} +} +``` From 3e63db36d76095e8488dd3bf3fb8ad403449c8cf Mon Sep 17 00:00:00 2001 From: Archit Roychoudhury Date: Mon, 20 Jul 2020 23:56:20 +0530 Subject: [PATCH 4/7] Add model architecture --- Segmentation Sample Models/YNet/ynet.png | Bin 0 -> 214493 bytes 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 Segmentation Sample Models/YNet/ynet.png diff --git a/Segmentation Sample Models/YNet/ynet.png b/Segmentation Sample Models/YNet/ynet.png 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z5Bd3r;}T^_D@R|BdMM)#664{r~Pi%rCM+|WZ@BNzby>}n|ZO)DEi&6P*LX$jFcHIkflBXQj+Se>p` ztr~8BRlS$fz42z}xYCuJM5pN))J7)P1o7}XxAD1w?z7?#@{2s9Uxu$GT{_X!!|;09|(>+WK|ugyHe*&_jM8 zuv64@2(~qfyO*;YNs(IfUrNl_4-PfDa2`{X5Mu(p0R6f#>i-#kz5*~!i* z^fMI60f6==i#7geh5!F8*pQFTS~)9)D=v+TX(%hLnYO)Mj(Ey1S3IThQ$!cel86&M zPlP*R?1jgSB*vMLH1}#Qzb^Z{`Dgi>4*k3HZ+16tHuVtrel0x`aYIP=L zfk5E+?nw02^G@neCp#g`RJ1Ucgh;af6dC!FjIZ}Yz~K!*7V7?wFhp7DGthrzKI?yz z|B4OvX~Eay49@kxjoYQUO0vvN>F($z;5!~k{(0438!=l<^x Date: Mon, 20 Jul 2020 23:58:15 +0530 Subject: [PATCH 5/7] Fix readme --- Segmentation Sample Models/YNet/README.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/Segmentation Sample Models/YNet/README.md b/Segmentation Sample Models/YNet/README.md index 59b4378..47a7eab 100644 --- a/Segmentation Sample Models/YNet/README.md +++ b/Segmentation Sample Models/YNet/README.md @@ -6,6 +6,8 @@ A total of 87 pathologists diagnosed a randomly assigned subset of 60 slides int ## Model [Y-net](https://arxiv.org/pdf/1806.01313.pdf): +![model architecture](ynet.png) + Input image size: 256 x 256 x 3 From 64fb6197722241cd109c8b415955e8e39204ed47 Mon Sep 17 00:00:00 2001 From: Archit Roychoudhury Date: Tue, 21 Jul 2020 16:46:14 +0530 Subject: [PATCH 6/7] Update README.md --- Segmentation Sample Models/YNet/README.md | 15 ++++++++++++--- 1 file changed, 12 insertions(+), 3 deletions(-) diff --git a/Segmentation Sample Models/YNet/README.md b/Segmentation Sample Models/YNet/README.md index 47a7eab..c9a8f7d 100644 --- a/Segmentation Sample Models/YNet/README.md +++ b/Segmentation Sample Models/YNet/README.md @@ -1,7 +1,18 @@ # YNet ## Dataset The dataset used is available in [this](https://www.bcsc-research.org/data/variables/) post. -A total of 87 pathologists diagnosed a randomly assigned subset of 60 slides into four diagnostic categories (benign, atypia, ductal carcinomain situ, and invasive cancer),producing an average of 22 diagnostic labels per case. The average size of these ROIs is10,000×12,000. We use these 200 ROIs for our data set. + +A total of 87 pathologists diagnosed a randomly assigned subset of 60 slides into four diagnostic categories producing an average of 22 diagnostic labels per case. The average size of these ROIs is 10,000×12,000. Out of these 200 ROIs have been used. + +The four diagnostic categories are : i) benign ii) atypia iii) ductal carcinomain situ iv) invasive cancer + +Patch Size used : 256 X 256 + +Image Format : RGB + +Pre-Processing : 256 X 256 patches are cropped from the high redolution ( 10000 X 12000 ) images without any overlap. As there is no seperate test dataset 15% of the extracted patches are kept aside for testing and the rest are used for training. Pixel values are normalized before training. + +Magnification : 100x ## Model [Y-net](https://arxiv.org/pdf/1806.01313.pdf): @@ -9,8 +20,6 @@ A total of 87 pathologists diagnosed a randomly assigned subset of 60 slides int ![model architecture](ynet.png) -Input image size: 256 x 256 x 3 - Citation From 0d94a90f7b27e671b2075aef7c20a853c442bdeb Mon Sep 17 00:00:00 2001 From: Archit Roychoudhury Date: Thu, 23 Jul 2020 03:19:00 +0530 Subject: [PATCH 7/7] Update README.md --- README.md | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index 4361bc2..a68fa5c 100644 --- a/README.md +++ b/README.md @@ -12,7 +12,9 @@ The following sample classification models can be used by caMicroscope's predict ## Segmentation Models The following segmentation models can be used by caMicroscope's segmentation algorithm, as an alternative to traditional CV methods. Segmentation models take in image data and return a mask of the same size. When using the model with caMicroscope, the whether the model operates on black and white or RGB images should be specified. -* [Mitosis](egmentation%20Sample%20Models/mitosis-segmentation) -- [model](Segmentation%20Sample%20Models/mitosis-segmentation/tfjs_model/model.json), [weights part 1](Segmentation%20Sample%20Models/mitosis-segmentation/tfjs_model/group1-shard1of2.bin), and [weights part 2](Segmentation%20Sample%20Models/mitosis-segmentation/tfjs_model/group1-shard2of2.bin). +* [Mitosis](Segmentation%20Sample%20Models/mitosis-segmentation) -- [model](Segmentation%20Sample%20Models/mitosis-segmentation/tfjs_model/model.json), [weights part 1](Segmentation%20Sample%20Models/mitosis-segmentation/tfjs_model/group1-shard1of2.bin), and [weights part 2](Segmentation%20Sample%20Models/mitosis-segmentation/tfjs_model/group1-shard2of2.bin). + +* [YNet](Segmentation%20Sample%20Models/YNet) -- [model](Segmentation%20Sample%20Models/YNet/tfjs_model/model.json), [weights part 1](Segmentation%20Sample%20Models/YNet/tfjs_model/group1-shard1of2.bin), and [weights part 2](Segmentation%20Sample%20Models/YNet/tfjs_model/group1-shard2of2.bin). ## Common Issues: - ***Provided weight data has no target variable***: This might be a common issue for the model to fail to load. To avoid this, make sure that the keras model is loaded exactly once. To make sure, reset the runtime and load the model before carrying to conversion. This case also goes when your converting using the bash command. The Keras model which you saved must be loaded just once. To make sure, save the model, reset the runtime, load the model and save it again. Multiple loads seem to mess up the layer names. You can track this issue further [here](https://github.com/tensorflow/tfjs/issues/755).