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From Microscope to Deep Learning - How AI Is Transforming Pathology Diagnosis
Published: at 09:05 AMDiscover how deep learning can turn a single H&E slide into multiple IHC stains — reducing lab work, preserving tissue, and transforming diagnostic workflows. Dive in to learn about top datasets, cutting-edge models, and what lies ahead for AI-driven pathology.
The Main Advantages of Using 3D Animations in the Age of GenAI
Published: at 07:05 AMDiscover how 3D modeling and Generative AI can supercharge your video creation. I cover top tools, highlight current limits, and share steps to future-proof your workflow.
Mastering MIMO (MImicking anyone anywhere with complex Motions and Object interactions)
Published: at 09:05 AMLearn how to implement MIMO, a cutting-edge AI model from Alibaba, to transform character appearance and motion in videos using 3D poses, video inpainting, and advanced deep learning techniques.
Segmentation and Generation of Magnetic Resonance Images by Deep Neural Networks
Published: at 05:22 PMThis paper presents my master's thesis, completed at the University of Queensland, where I explore advanced techniques in medical imaging using deep learning. The research focuses on the application of neural networks for precise MRI segmentation and image synthesis, aiming to enhance diagnostic accuracy and efficiency.
Recent Projects
H&E-to-IHC Stain Translation
Published: at 07:40 PMGradio App that facilitates automatic virtual staining, transforming H&E (Hematoxylin and Eosin) images into corresponding IHC (ImmunoHistoChemistry) images.
Unofficial implementation of MIMO (MImicking anyone anywhere with complex Motions and Object interactions)
Published: at 10:40 AMThis repository offers a comprehensive pipeline for training and inference to transform character appearances and motions in videos. As part of the video-to-video generation category, this framework enables dynamic character modification with optional inputs, including an avatar photo and/or 3D animations.
Generation of Magnetic Resonance Images by Deep Neural Networks
Published: at 05:22 PMThis project explores the use of GANs for generating synthetic MRI images, offering new approaches to improve medical imaging and data augmentation for deep learning models.
Segmentation of Magnetic Resonance Images by Deep Neural Networks
Published: at 05:22 PMThis project focuses on the application of neural networks for precise MRI segmentation, aiming to enhance diagnostic accuracy and efficiency.