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Lists (12)
Starred repositories
EfficientDet Breast Cancer Detection
In this project, we have used the dataset consisting Ultrasound Images of Breast Cancer and tried to implement classification using different appraoches.
BreastInsight is an AI Image Classifier for Breast Ultrasound Images. It uses a Convolutional Neural Network (CNN) trained on the provided dataset to predict the state of ultrasound images as norma…
Final project for 370H: Computer vision. Implementation of a UNet image segmentation model on the Breast Ultrasound Images Dataset
YOLO BUSI (Breast UltraSound Images) Dataset
Comparative analysis of CNN architectures on Breast Ultrasound Images Dataset. Explored 9 CNN models for classifying images into normal, benign, malignant categories. MobileNet and Inception-ResNet…
As IAspodem ser definidas como a competência de um dispositivo para replicar certas habilidades cognitivas. Dentro dessecontextodesenvolvemosuma IA capaz de detectar câncer de mama através de image…
The Breast Ultrasound Dataset includes 780 images of breast ultrasounds from 600 female patients, collected in 2018. The images are in PNG format, with an average size of 500*500 pixels, and are ca…
Learn to create a desktop app with Python and Qt
21 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/
Publicly available dataset for bioinformatics and integrative -omics research
Notebooks from the course
Jupyter notebooks for introductory level bioinformatics
A tutorial on making phylogenetic trees in python
👁️ Python library to plot DNA sequence features (e.g. from Genbank files)
BioPython/scikit-bio tutorial for EuroSciPy 2018
12 days of Biopython is a collection of 12 videos explaining in details how to work with Biopython, a bioinformatics tool using a real life examples.
This is a repository that gently introduces Quantum Computing to anyone with no background in math, physics and computer science. This repo assumes no knowledge at all about Quantum Mechanics and w…
Class Slides for Introduction to Quantum Computing
Purpose of this notebook was to identify and fix discrepancies between an internal dataset of spanin proteins which contained CDS calls that did not yield the expected protein sequence when transla…
This repository contains a Jupyter Notebook that demonstrates an analysis of COVID-19 genome sequences. The goal of this project is to identify mutations and potential targets for drugs based on th…
This notebook does the analysis of a protein sequence dataset in FASTA format. It addresses challenges in data import, alignment, embedding, and classification using bioinformatics tools and machin…
My solutions to the assignments and projects of Machine Learning for Bioinformatics Course