An MRI scan often produces many .nii (NIfTI) files because of the complexity and richness of MRI data. To follow this post, one can download the BraTS dataset on Kaggle. Here’s a breakdown of why… Understanding MRI scan outputs and viewing them with FSL
MONAI is an open-source framework designed for deep learning in medical imaging. MONAI (Medical Open Network for AI) is an open-source, community-supported framework built on PyTorch, specifically designed to accelerate and streamline the development, training,… MONAI-Medical Open Network for Artificial Intelligence
When Nguyễn Trãi joined the Lam Sơn uprising, he proposed a brilliant plan to spread the reputation of the rebel army. Nguyễn Trãi had the clever idea of using animal fat to write eight words… The legendary scholar and strategist Nguyen Trai and the Legend of the snake’s revenge
From Dragons to the Guom Pond Turtle, let us uncover the rich tapestry of myth and legend that permeates Vietnamese folklore. In this culture, dragons are not merely symbols of power and strength; they embody… Exploring the Significance of Fantasy Creatures/Goddess in Vietnamese Culture: From Dragons to the Guom Pond Turtle
An Introduction to Flow Matching Flow Matching is a powerful and relatively new framework for training generative models. It has quickly become a state-of-the-art method, rivaling and in many cases surpassing established techniques like diffusion… An Introduction to Flow Matching and Conditional Flow Matching
Missing data presents a significant obstacle in numerous analytical endeavors, compromising the integrity of datasets and the reliability of subsequent model-driven insights. Data imputation techniques aim to address this by estimating and replacing these absent… Transfer Learning for Enhanced Data Imputation: A Comprehensive Review of Applications, Recent Research, and Practical Resources
Dealing with real-world data often means confronting the challenge of irregular sampling in multivariate time series. Unlike their neatly ordered counterparts, these datasets feature observations recorded at non-uniform intervals, with different variables potentially measured at… Navigating the Complexities of Incomplete Data: A Guide to Methods for Irregularly Sampled Multivariate Time Series
1. Introduction: The Imperative for Efficiency in Adapting Foundational Models for Medical Imaging The advent of foundation models, pre-trained on extensive and diverse datasets, has marked a significant turning point in artificial intelligence, with profound… Parameter-Efficient Fine-Tuning: A New Paradigm for Advancing Medical Image Analysis
Phạm Ngũ Lão was a famous general during the Trần Dynasty in Vietnam, well-known for his victories throughout three king that he served and that he has never been defeated in any battle. But unlike… The Legend of Phạm Ngũ Lão – The Basket-Weaving Hero- the Undefeatable General of the Tran dynasty
Below are multiple-choice questions designed to help identify and understand common writing issues in research papers. Each question presents a sentence or short passage with a writing issue, and the choices highlight the specific problem.… Multiple-choice Quizzes for Common Writing Issues in Research Papers
Kristiansand, Norway, is a beautiful coastal city with plenty of attractions to explore! Here are some top places to visit: 1. Kristiansand Dyrepark Kristiansand Dyrepark is Norway’s largest and most famous zoo and amusement park,… Places to visit in Kristiansand, Norway
When it comes to impressive architectural landmarks, one cannot overlook One Pillar Pagoda in Ha Noi. In 2012, the Asia Book of Records officially recognized it as the “Most Unique Architectural Pagoda in Asia.” The… One Pillar Pagoda, Ho Chi Minh’s Mausoleum and nearby attractions
The Imperial Citadel of Thăng Long is a historic fortress in Hanoi, Vietnam, built in 1010 by Emperor Lý Thái Tổ when he moved the capital from Hoa Lư to Đại La, renaming it Thăng… Imperial Citadel of Thang Long and the stories King Ly Thái Tổ and the ending of Le dynasty
The robots.txt file is a simple text file that lives in your website’s root directory and tells search engine crawlers which parts of your site they can or cannot access. It’s like a set of… What’s Robots.txt for WordPress websites and potential issues
Grad-CAM, which stands for Gradient-weighted Class Activation Mapping, is a technique used in artificial intelligence (AI) to understand and visualize how a Convolutional Neural Network (CNN) makes its predictions, particularly in computer vision tasks. It… Grad-CAM: definitions, applications and drawbacks
In Google Colab, cd changes the directory only within the current cell. However, Colab resets the working directory when a new cell runs. To make sure the directory change is persistent, try the following: Method… How to change working directory in Colab
The Norwegian language, known as Norsk, is a fascinating part of the Germanic branch of the Indo-European language family. It is primarily spoken in Norway, where it serves as one of the two official written… Funny Norwegian Words
Dưới đây là hướng dẫn viết thư xin học bổng chương trình Tiến sĩ: Cấu trúc của thư xin nhập học Tiến sĩ Mẹo để viết thư hiệu quả Ví dụ: cover letter for a… Chuẩn bị hồ sơ và Phỏng vấn học bổng Tiến sĩ
When King Trần Anh Tông first became king, he really liked drinking and sneaking out of the palace with his guards, pretending to be a normal person. There were times, while out exploring, some troublemakers… The Stories of Đoàn Nhữ Hài and King Trần Anh Tông
In calculus, the concept of a limit is fundamental. It describes the behavior of a function as its input approaches a particular value. Limits are crucial for defining continuity, derivatives, and integrals. What is a… Understanding Limits in Calculus: A Comprehensive Guide, Limit Rules and Examples
Continuous Functions Intuitive Idea:A continuous function is one whose graph can be drawn without lifting your pen from the paper. There are no breaks, jumps, or holes in the graph. Formal Definition at a Point:A… Understanding Continuous and Discontinuous Functions
In mathematics, particularly in calculus, the derivative is a fundamental concept that measures how a function’s output value changes with respect to a change in its input value. At its core, the derivative tells you… Derivatives Explained: Key Rules, Examples and Applications
“Maximum” and “minimum” are terms used to describe the highest and lowest possible values of something. Some real-life examples of maximum and minimum: Maximum and minimum are crucial in economics, shaping policies, market behavior, and… Understanding Maximum, Minimum Values, slope and stationary points
Error detected: The error suggests that the package name isn’t correctly formatted. Try using double quotes or removing the quotes altogether: or If the issue persists, you might want to check if your pip version… Pip package installation specifications and Error fixed: pip install -U ‘accelerate>=0.26.0’ ERROR: Invalid requirement: “‘accelerate”: Expected package name at the start of dependency specifier ‘accelerate
Some common set identities explained with intuitive and fun analogies — think of sets like groups of people at a party: 1. Identity Laws 2. Domination Laws 3. Idempotent Laws 4. Complement Laws 5. Double… Understanding Set Identities Through Party Analogies
Formatting and Structure Language and Clarity References and Citations Ethical Considerations Submission Process Notes
Do you know that before I came to Oslo, I actually searched online?if polar bears come into cities like Oslo?Ha…ha…They live in Svalbard, not here or Oslo. There’s a ghost in the shed!It’s just the… Isbjørn i Oslo? Spøkelse i skogen! Spøkelse sopp – Polar bear in Oslo? Ghost in the forest! Ghost mushroom
Forward feature selection with cross-validation incorporates cross-validation at each step to get a reliable estimate of how well a model with a particular set of features is likely to perform on unseen data. Without cross-validation,… A comparison between forward feature selection with cross-validation, forward selection guided by AIC/BIC, and Lasso regularization with Python Code
Hey, Where are you going? I’m going to the forest. KuteKatty is waiting for me for a secret game. KuteKatty? That sounds like a nickname Yes. I met her online, but we’ve never met in… Farer ved å møte fremmede på nettet – Dangers of meeting strangers online
I think my laptop has the flu! It’s so slow, and everything freezes! Wait… the flu? You mean it has a virus? Yes! It’s almost coughing. And when I press “Word”, it opens… the calculator.… Hvordan Beskytte Seg Mot Hacking og Virus – How to Protect Yourself Against Hacking and Viruses
I received an email from Netflix help desk. Oi, what happened to your Netflix account? They said that an internet spirit has crept into my Netflix account and refuse to leave it until I pay… Hvordan gjenkjenne phishing-angrep – How to recognize phishing attacks
Định lý Bayes là một công thức toán học quan trọng trong lý thuyết xác suất, mô tả cách cập nhật hoặc điều chỉnh xác suất của một giả thuyết dựa trên bằng chứng mới.… Định lý Bayes và ứng dụng