Python

MATLAB

R

C

C++

HTML/CSS

SQL / MySQL

PyTorch

TensorFlow

Keras

Scikit-learn

NumPy

Pandas

Matplotlib

OpenCV

Hugging Face Transformers

MONAI

Medical and Biomedical Image Analysis

Biomedical and Physiological Signal Analysis

Machine Learning and Deep Learning Model Development

Convolutional Neural Network Design and Optimization

Medical Image Classification, Segmentation, and Synthesis

Pre-trained Models, Transfer Learning, and Fine-Tuning

Multimodal Biomedical Data Analysis and Integration

Spatial Omics and Spatial Transcriptomics Data Analysis

Computer-Aided Diagnosis and Decision-Support System Development

Image Processing, Feature Extraction, and Quantitative Analysis

Deep Learning Model Evaluation and Statistical Analysis

Scientific Visualization and Interactive GUI Development

Anaconda Navigator

Jupyter Notebook

PyCharm

Google Colab

LaTeX / Overleaf

Windows

Linux

Microsoft Office

Microsoft PowerPoint

Microsoft Excel

Google Docs

Google Sheets

Diagrams.net (draw.io)

Mendeley

EndNote

Git and GitHub

Visual Studio Code