The histograde from aayu5hgit

histograde's Introduction

Hi there, Aayush this side!

🎉 Winner of Smart India Hackathon (SIH) 2023.

🎙 Speaker at Google Devfest 2023 (Mumbai).

📚 currently learning Flutter

🌱 Primary Language - Java.

⭐ UI/UX Designer at DesignAR.

🛠 TECH STACK

LANGUAGES

FRAMEWORKS, PLATFORMS & LIBRARIES

DATABASES

IDE's

DESIGN

OTHER

CONNECT

Hacktoberfest 2023

STATS

histograde's People

Contributors

Watchers

histograde's Issues

(Info): Categorical Features Discussion

Basically, there are two major types of feature categorization that needs to be work upon. Let's dive into it and learn more.

graph TD;
    A[Feature Types]-->B[Architectural Features];
    A-->C[Cytological Features];

@MansiBellani @anujbagad here we will be discussing about their sub-types → Get basic knowledge → Sorting the features from easy to difficult so as to start working.

Study about features from research papers

Different DS for each features

Trial and error methods (combine methods to improve)

Integration (it will lower the accuracy, so the main thing is to fine tune as a whole) (Markow's chain if in ML, adaptive weights if in DL)

Record algorithm for each feature

(Info): Introduction and Terminologies

@MansiBellani @anujbagad
Here, we'll be discussing various terminologies and the introductory part of the project to ease the level of understanding.
Let's begin with understanding the concept of Histopathology and terms related to it.

Histopathology is the study of tissues at a microscopic level. It involves examining thin slices of tissue, usually obtained through biopsies or surgical procedures, under a microscope. This helps pathologists (doctors who specialize in studying diseases) to identify any abnormal changes in the cells, their organization, and their overall structure.

Tradtitional Process:
Sample Collection → Processing → Microscopic Examination → Microscopic Analysis → Diagnosis → Report

When we talk about Histopathological Cancer, we are referring to the process of analyzing tissue samples to determine if cancer is present, what type of cancer it is, how aggressive it might be, and other important characteristics. In addition, histopathological analysis of cancerous tissues is a meticulous process that provides crucial information about the type, grade, and stage of cancer.