Update README.md

README.md

@@ -1,29 +1,9 @@
-# Information Extraction from Breast Cancer Pathology Reports
-
-<!-- TOC --> 
-
-- [Instruction Navigation](#information-extraction-from-breast-cancer-pathology-reports)
-    - [Web System Application](#web-system-application)
-    - [Model and Project Design](#model-and-project-design)
-
-<!-- /TOC -->
-
-	
-## Web System Application 
-
-We developed a web system application for users to test our proposed pipilne for predicting histopathology reports. Users can interact with the platform in 2 ways: 1) Input an excel/csv spreadsheet with a column with the biopsy diagnosis (Part A,B or C). 2) Input a single biopsy diagnosis. An example of our Web System is illustraded bellow:
-
-<table border=1>
-<tr align='center' > 
-<td><img src="https://github.com/thiagosantos1/BreastPathologyClassificationSystem/blob/master/app/imgs/app_1.png" width="500"                  title="HCS App"></td>         
-<td><img src="https://github.com/thiagosantos1/BreastPathologyClassificationSystem/blob/master/app/imgs/app_2.png" width="500" title="HCS App"></td>
-</tr>
-</table>
-
-## Model and Project Design
-<table border=1>
-<tr align='center' > 
-<td><img src="https://github.com/thiagosantos1/BreastPathologyClassificationSystem/blob/master/app/imgs/pipeline.png" width="500"                  title="HCS App"></td>         
-<td><img src="https://github.com/thiagosantos1/BreastPathologyClassificationSystem/blob/master/app/imgs/hybrid_system.png" width="400" title="HCS App"></td>
-</tr>
-</table>
+---
+title: Hierarchical Classification System for Breast Cancer
+emoji: 🤗
+colorFrom: blue
+colorTo: orange
+sdk: stremlit
+app_file: app.py
+pinned: false
+---