Канал: Biomedical AI Basics

Markov modelling for Pharmacoeconomics.....Transition matrix simplified

Markov modelling for Pharmacoeconomics.....Transition matrix simplified

Never forget Specificity, Sensitivity ,NPV ,PPV after this !! Data Science basics

Never forget Specificity, Sensitivity ,NPV ,PPV after this !! Data Science basics

Python generators are awesome !!

Python generators are awesome !!

You won't forget Matrix Multiplication after watching this !!

You won't forget Matrix Multiplication after watching this !!

Animate Neural Network in PPT #artificialintelligence #datavisualization

Animate Neural Network in PPT #artificialintelligence #datavisualization

Text vectorization in 10 seconds #nlp #artificialintelligence

Text vectorization in 10 seconds #nlp #artificialintelligence

Dice score, Jaccard and Hausdorff distance

Dice score, Jaccard and Hausdorff distance

Dropbox data to Colab #datascience #machinelearning

Dropbox data to Colab #datascience #machinelearning

3D in ImageJ awesome #3dmodeling #imageprocessing

3D in ImageJ awesome #3dmodeling #imageprocessing

Why virtual env in Python? #pythonprogramming

Why virtual env in Python? #pythonprogramming

Hausdorrf Distance in 10 seconds !

Hausdorrf Distance in 10 seconds !

Jupyter Notebook launch ....in single click

Jupyter Notebook launch ....in single click

Feature Extraction explained #machinelearning #datascience

Feature Extraction explained #machinelearning #datascience

Mind-Blowing: Discover the Genius of Deep Learning #ailearning #deeplearning #perceptron

Mind-Blowing: Discover the Genius of Deep Learning #ailearning #deeplearning #perceptron

Edit Segmentation Mask in Slicer 3D

Edit Segmentation Mask in Slicer 3D

Snakes...for quick Image segmentation | Active contour tutorial

Snakes...for quick Image segmentation | Active contour tutorial

Introduction to Slicer 3D | Tutorial for Dicom data handling

Introduction to Slicer 3D | Tutorial for Dicom data handling

🤨Latent features in Machine Learning #memes #ai #ailearning

🤨Latent features in Machine Learning #memes #ai #ailearning

Trick to remember UNET architecture | Image segementation

Trick to remember UNET architecture | Image segementation

INTUITION behind the UNET ...for Image segmentation

INTUITION behind the UNET ...for Image segmentation

Optimization vs Loss function | Convex Optimization

Optimization vs Loss function | Convex Optimization

Voxel Volume using Dicom Info | MATLAB

Voxel Volume using Dicom Info | MATLAB

Funny AI memes 4 #shorts #fun #datascience

Funny AI memes 4 #shorts #fun #datascience

Funny AI memes 3 #funny #shorts #datascience

Funny AI memes 3 #funny #shorts #datascience

What's your h index and i10 index ? Research impact metrics explained

What's your h index and i10 index ? Research impact metrics explained

Should you learn AI ? #shorts #datascience #machinelearning

Should you learn AI ? #shorts #datascience #machinelearning

Funny AI memes #funny #datascience #artificialintelligence

Funny AI memes #funny #datascience #artificialintelligence

How AI models are trained 🤣🤣#shorts #artificialintelligence

How AI models are trained 🤣🤣#shorts #artificialintelligence

What is AI 😆😆 #shorts #funny

What is AI 😆😆 #shorts #funny

Bag of n-grams in 120 seconds !! NLP Text vectorization

Bag of n-grams in 120 seconds !! NLP Text vectorization

cardiac MRI Segmentation- Active Contour in MATLAB #shorts #matlab

cardiac MRI Segmentation- Active Contour in MATLAB #shorts #matlab

98% Accuracy 🤯🤯

98% Accuracy 🤯🤯

Google Colab be like 🤣🤣 #shorts #googlecolab

Google Colab be like 🤣🤣 #shorts #googlecolab

Google disrupts personal health #shorts #aiforhealth #artificialintelligence

Google disrupts personal health #shorts #aiforhealth #artificialintelligence

Biomedical AI startup ideas ! Startup Mahakumbh

Biomedical AI startup ideas ! Startup Mahakumbh

Inverse Document Frequency expained in 10 seconds!! TF IDF in NLP

Inverse Document Frequency expained in 10 seconds!! TF IDF in NLP

Bag of Words in 80 seconds !! NLP Text vectorization

Bag of Words in 80 seconds !! NLP Text vectorization

Term frequency expained in 10 seconds!! TF IDF in NLP

Term frequency expained in 10 seconds!! TF IDF in NLP

TF IDF for NLP | Solved example | Deep learning

TF IDF for NLP | Solved example | Deep learning

One Hot Encoding explained for NLP | Deep learning | NLP

One Hot Encoding explained for NLP | Deep learning | NLP

U-NET visualized in 3D #shorts #deeplearning

U-NET visualized in 3D #shorts #deeplearning

Text Vectorization techniques in NLP #shorts #machinelearning

Text Vectorization techniques in NLP #shorts #machinelearning

Loss functions Mnemonic #machinelearning #deeplearning #datascience #pythonprogramming

Loss functions Mnemonic #machinelearning #deeplearning #datascience #pythonprogramming

Loss function mnemonic #machinelearning #deeplearning #datascience #pythonprogramming

Loss function mnemonic #machinelearning #deeplearning #datascience #pythonprogramming

Sync 2 windows in ImageJ | Tutorial

Sync 2 windows in ImageJ | Tutorial

Black images in ImageJ | Contrast change Tutorial

Black images in ImageJ | Contrast change Tutorial

2d image to 3D surface plot tutorial | ImageJ Image Processing

2d image to 3D surface plot tutorial | ImageJ Image Processing

How to plot ROC curve ! ROC and AUC explained

How to plot ROC curve ! ROC and AUC explained

Dicom info in Python | Biomedical Image Processing

Dicom info in Python | Biomedical Image Processing

Hausdorff distance in Python | Tutorial | Code implementation

Hausdorff distance in Python | Tutorial | Code implementation

Haudorff distance explained & MATLAB implementation

Haudorff distance explained & MATLAB implementation

Hausdorff Distance explained | Image segmentation

Hausdorff Distance explained | Image segmentation

Gini Index explained in 3 minutes ! Decision Trees Information Gain in Machine Learning

Gini Index explained in 3 minutes ! Decision Trees Information Gain in Machine Learning

Regression metrics #machinelearning #artificialintelligence #python #deeplearning

Regression metrics #machinelearning #artificialintelligence #python #deeplearning

Classification metrics #machinelearning #deeplearning #datascience #datasciencetutorial

Classification metrics #machinelearning #deeplearning #datascience #datasciencetutorial

Segmentation metrics #machinelearning #artificialintelligence #computervision #imageanalysis

Segmentation metrics #machinelearning #artificialintelligence #computervision #imageanalysis

Google Colab #googlecolab #python #machinelearning #artificialintelligence

Google Colab #googlecolab #python #machinelearning #artificialintelligence

ML Engineers after putting model to Train #machinelearning #deeplearning

ML Engineers after putting model to Train #machinelearning #deeplearning

Google Colab Beginners Tips #09 #shorts #shortvideo #googlecolab

Google Colab Beginners Tips #09 #shorts #shortvideo #googlecolab

All new Google Colab tutorial in 2024!

All new Google Colab tutorial in 2024!

ROC curve Explained ! With simple Example | Machine Learning | Deep Learning

ROC curve Explained ! With simple Example | Machine Learning | Deep Learning

Understand the Learning Curve | Deep Learning | Artificial Intelligence | Machine Learning

Understand the Learning Curve | Deep Learning | Artificial Intelligence | Machine Learning

Python Virtual environments ! Why ? And how? conda? pip?....Explained clearly

Python Virtual environments ! Why ? And how? conda? pip?....Explained clearly

Pretrained CNN models in MATLAB | Transfer Learning | Artificial Intelligence| MATLAB Tutorial

Pretrained CNN models in MATLAB | Transfer Learning | Artificial Intelligence| MATLAB Tutorial

How to manage references | Mendley cite Tutorial | Research article writing

How to manage references | Mendley cite Tutorial | Research article writing

Best trick to remember- Precision & recall formula #datascience #machinelearning #confusionmatrix

Best trick to remember- Precision & recall formula #datascience #machinelearning #confusionmatrix

Introduction to Computer Vision | AI ML PLAYLIST

Introduction to Computer Vision | AI ML PLAYLIST

Dropbox Data to Google Colab #machinelearning #deeplearning

Dropbox Data to Google Colab #machinelearning #deeplearning

True positive True negative False positive False negative explained

True positive True negative False positive False negative explained

Top 1 vs top 5 accuracy in Deep Learning

Top 1 vs top 5 accuracy in Deep Learning

Calculating Accuracy in Classification models

Calculating Accuracy in Classification models

Biomedical Engineering Jobs #biomedicalengineering #biomedical #biomedicalscience

Biomedical Engineering Jobs #biomedicalengineering #biomedical #biomedicalscience

How deep learning works #shorts #shortsvideo #deeplearning #machinelearning #technology #software

How deep learning works #shorts #shortsvideo #deeplearning #machinelearning #technology #software

Artificial intelligence for Beginners

Artificial intelligence for Beginners

Google Colab: Loading Data from Kaggle & Github

Google Colab: Loading Data from Kaggle & Github

Biomedical Engineering Future #biomedicalengineering #biomedical

Biomedical Engineering Future #biomedicalengineering #biomedical

AI with Google Colab- Understand this first!

AI with Google Colab- Understand this first!

Incredible Physics behind MRI Scans-OPEN MRI Biomedical Engineering

Incredible Physics behind MRI Scans-OPEN MRI Biomedical Engineering

Sobel Edge detector |Python Code implementation | Image Processing |Computer vision

Sobel Edge detector |Python Code implementation | Image Processing |Computer vision

Sharpening filter | Code implementation | Biomedical Image Processing

Sharpening filter | Code implementation | Biomedical Image Processing

Stride effect Gaussian filter | Code implementation | Biomedical Image Processing

Stride effect Gaussian filter | Code implementation | Biomedical Image Processing

CT Hounsefield #shorts #biomedicalengineering #radiology

CT Hounsefield #shorts #biomedicalengineering #radiology

3d RGB Image Convolution in Python | Code implementation | Biomedical Image Processing 3d array

3d RGB Image Convolution in Python | Code implementation | Biomedical Image Processing 3d array

2d Image Convolution in Python | Code implementation | Biomedical Engineering

2d Image Convolution in Python | Code implementation | Biomedical Engineering

DICOM Info viewer MATLAB #shorts #matlab_projects #viral

DICOM Info viewer MATLAB #shorts #matlab_projects #viral

Extract Tumor by Image Segmentation MATLAB- DICOM image

Extract Tumor by Image Segmentation MATLAB- DICOM image

Python Zero Padding Image || PyCharm Python || Medical Image Processing

Python Zero Padding Image || PyCharm Python || Medical Image Processing

Excel trick you definitely don't know !! #shorts #excel #excelfilter

Excel trick you definitely don't know !! #shorts #excel #excelfilter

Brain Tumor detection and removing Skull using roipoly || MATLAB || Medical Image Processing

Brain Tumor detection and removing Skull using roipoly || MATLAB || Medical Image Processing

Averaging Filter || MATLAB Code Implementation || Medical Image Processing | Computer Vision

Averaging Filter || MATLAB Code Implementation || Medical Image Processing | Computer Vision

Gaussian Filter || MATLAB Code Implementation || Medical Image Processing | Computer Vision

Gaussian Filter || MATLAB Code Implementation || Medical Image Processing | Computer Vision

Median Filter || MATLAB Code Implementation || Medical Image Processing |Computer Vision

Median Filter || MATLAB Code Implementation || Medical Image Processing |Computer Vision

Image Normalization || MATLAB || Medical Image Processing

Image Normalization || MATLAB || Medical Image Processing

Getting Info of DICOM file || MATLAB || Medical Image Processing

Getting Info of DICOM file || MATLAB || Medical Image Processing