Gabi DobocanforTelepatblog.telepat.io·Nov 20, 2024Exploring PR-ENDO: Cutting-Edge Technology for Revolutionary Endoscopy ImagingEndoscopy is a vital component of modern medical diagnosis, especially for conditions like colorectal cancer. Recent advancements in imaging technologies can significantly improve the way these procedures are conducted. PR-ENDO, a new framework discu...Discuss3D reconstructions
Gabi DobocanforTelepatblog.telepat.io·Nov 20, 2024Unlocking the Power of AI in Medical Image Segmentation: A Deep Dive into Semi-Supervised Learning with SAMIn the world of medical imaging, precision is everything. The task of semantic segmentation — identifying and delineating objects within images — is a cornerstone of medical data analysis. However, the challenge lies in the dependency on large, annot...Discusspseudo labels
EMRG Imagingemrg.hashnode.dev·Oct 10, 2024How Mobile Radiology Is Enhancing Aged Care Imaging Across AustraliaIn a rapidly changing world of health innovations, something like mobile radiology is what’s revolutionizing aged care. Imagine diagnostic imaging services directly at your doorstep. This has become reality for many elderly patients in Australia-all ...Discuss#radiology
Tanishka SinghforLatest AI, ML & GPU Updates | NeevCloudblog.neevcloud.com·Sep 25, 2024The Impact of GPUs on Modern Medical ImagingThe world of medical imaging has been through tremendous changes over the past few decades, all of which are because of technological advancements. The introduction of GPUs (Graphical Processing Units) has changed the way medical images are processed...DiscussGPUGPU
ByteScrum TechnologiesforByteScrum Technologiesblog.bytescrum.com·Sep 11, 2024How to Build a Python Tool for Diagnosing Diseases with Medical Imaging and Deep LearningMedical imaging has been revolutionized by deep learning, enabling automated diagnosis from scans such as X-rays, CT scans, or MRIs. This guide will walk through the steps of creating a Python tool to diagnose diseases using medical images and deep l...Discuss·11 likes·79 readsMachine LearningPython
Alexis VANNSONalexisvannson.hashnode.dev·Sep 8, 2024How to Create a Pneumonia Detection Model with Convolutional Neural NetworksIn this article, I share my journey of implementing a Pneumonia detection model using convolutional neural networks with PyTorch. Starting from dataset preparation and transformation, I guide you through the process of splitting the dataset, defining...Discuss·86 readsimage classification
Gaurav Bhatnagargauravbhatnagar.hashnode.dev·Aug 28, 2024Building a Deep Learning Model for Brain Tumor Detection: A Step-by-Step GuideFinal Output: In recent years, deep learning has revolutionized the field of medical imaging, offering unprecedented accuracy in diagnosing complex conditions. Among these, brain tumor detection from MRI scans is a critical application where early ...Discuss·66 readsMachine Learning
Divyansh Goyalhurtbadly.hashnode.dev·Aug 8, 2024Learnings from Google Summer of Code 2024(The Julia Programming language) Libraries and packages within the health and medicine domains have often intrigued me in some way or the other. The current state of the art, medical imaging frameworks such as "MONAI" (medical open network for AI), s...DiscussMedical Imaging
Divyansh Goyalhurtbadly.hashnode.dev·Jun 21, 2024Documenting MedEye3d.jl iterations under Google-Summer-of-Code-2024Mentor : Md, Phd Dr Jakub Mitura ( MedEye3d.jl Github Repository ) Dissection of the underlying components of MedEye3d.jl package for medical imaging visualizations : MedEye3d.jl is a part of the medical imaging subecosystem of packages under the jul...Discuss·55 readsvisaulization
Divyansh Goyalhurtbadly.hashnode.dev·May 13, 2024Building binaries as dependencies for packages in julia for MedImage.jl package constructionTerms: BinaryBuilder.jl Linux SimpleITK JuliaBinaryWrappers PkgTemplates Medimage.jl LLM used : LLama 3 70B via Groq cloud, temp:1, max_tokens:1024system_prompt: You are a sophisiticated medical imaging data scientist, equipped with vast array of kno...Discuss·58 readsmedical
