Chen, Zhaolin

1. Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge
   2018/11/05 by Bakas, Spyridon, Reyes, Mauricio, Jakab, Andras +421 · 55 citations
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. A Robust Volumetric Transformer for Accurate 3D Tumor Segmentation
   2021/11/26 by Peiris, Himashi, Hayat, Munawar, Chen, Zhaolin +2 · 6 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
3. PeFoMed: Parameter Efficient Fine-tuning of Multimodal Large Language Models for Medical Imaging
   2024/01/05 by Jinlong He, He, Jinlong, Pengfei Li +6 · 7 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
4. Duo-SegNet: Adversarial Dual-Views for Semi-Supervised Medical Image Segmentation
   2021/08/25 by Peiris, Himashi, Chen, Zhaolin, Egan, Gary +1 · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
5. Reciprocal Adversarial Learning for Brain Tumor Segmentation: A Solution to BraTS Challenge 2021 Segmentation Task
   2022/01/11 by Himashi Peiris, Zhaolin Chen, Peiris, Himashi +5 · 1 citation
   Computer Science · Medicine · Neuroscience · #Advanced Neural Network Applications #Brain Tumor Detection and Classification #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
6. Hybrid Window Attention Based Transformer Architecture for Brain Tumor Segmentation
   2022/09/16 by Himashi Peiris, Munawar Hayat, Peiris, Himashi +7 · 1 citation
   Computer Science · Neuroscience · #Advanced Neural Network Applications #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Image Segmentation Techniques #electronic engineering #information engineering
7. CL-MRI: Self-Supervised Contrastive Learning to Improve the Accuracy of Undersampled MRI Reconstruction
   2023/06/01 by Mevan Ekanayake, Zhifeng Chen, Ekanayake, Mevan +7 · 1 citation
   Medicine · #Advanced MRI Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Imaging Techniques and Applications #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
8. Towards Lower-Dose PET using Physics-Based Uncertainty-Aware Multimodal Learning with Robustness to Out-of-Distribution Data
   2021/07/21 by Sudarshan, Viswanath P., Upadhyay, Uddeshya, Egan, Gary F. +2 · 1 citation
   #Computational Engineering #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Finance #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #and Science (cs.CE) #electronic engineering #information engineering
9. McCaD: Multi-Contrast MRI Conditioned, Adaptive Adversarial Diffusion Model for High-Fidelity MRI Synthesis
   2024/09/01 by Sanuwani Dayarathna, Kh Tohidul Islam, Dayarathna, Sanuwani +11 · 1 citation
   Medicine · #Advanced MRI Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
10. SeCo-INR: Semantically Conditioned Implicit Neural Representations for Improved Medical Image Super-Resolution
    2024/09/02 by Ekanayake, Mevan, Chen, Zhifeng, Egan, Gary +2 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
11. Perivascular space Identification Nnunet for Generalised Usage (PINGU)
    2024/05/14 by Benjamin Sinclair, Sinclair, Benjamin, Lucy Vivash +35 · 1 citation
    Medicine · Neuroscience · #Neurosurgical Procedures and Complications #Cerebrospinal fluid and hydrocephalus