Prateek Prasanna
- Self Pre-training with Masked Autoencoders for Medical Image Classification and Segmentation
2022/03/10 by Lei Zhou, Zhou, Lei, Huidong Liu +9 · 16 citations
Computer Science · Medicine · #AI in cancer detection #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) #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- Topology-Aware Uncertainty for Image Segmentation
2023/06/09 by Saumya Gupta, Yikai Zhang, Gupta, Saumya +6 · 4 citations
Computer Science · Engineering · #Topological and Geometric Data Analysis #Automated Road and Building Extraction #Image Retrieval and Classification Techniques
- TopoTxR: A Topological Biomarker for Predicting Treatment Response in Breast Cancer
2021/05/13 by Fan Wang, Saarthak Kapse, Wang, Fan +7 · 3 citations
Computer Science · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Imaging Techniques and Applications #Quantitative Methods (q-bio.QM) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- Radiomic Deformation and Textural Heterogeneity (R-DepTH) Descriptor to characterize Tumor Field Effect: Application to Survival Prediction in Glioblastoma
2021/03/12 by Marwa Ismail, Prateek Prasanna, Ismail, Marwa +23 · 2 citations
Engineering · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Glioma Diagnosis and Treatment #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Medical Imaging and Analysis #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- Learned representation-guided diffusion models for large-image generation
2023/12/12 by Alexandros Graikos, Srikar Yellapragada, Graikos, Alexandros +11 · 3 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #AI in cancer detection #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Enhancing SAM with Efficient Prompting and Preference Optimization for Semi-supervised Medical Image Segmentation
2025/03/06 by Aishik Konwer, Zhijian Yang, Konwer, Aishik +11 · 5 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- ZoomLDM: Latent Diffusion Model for multi-scale image generation
2024/11/25 by Srikar Yellapragada, Yellapragada, Srikar, Alexandros Graikos +11 · 3 citations
Computer Science · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Medical Image Segmentation Techniques
- RadioTransformer: A Cascaded Global-Focal Transformer for Visual Attention-guided Disease Classification
2022/02/23 by Moinak Bhattacharya, Bhattacharya, Moinak, Shubham Jain +3 · 2 citations
Computer Science · Medicine · Neuroscience · #AI in cancer detection #Brain Tumor Detection and Classification #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Learning Topological Interactions for Multi-Class Medical Image Segmentation
2022/07/20 by Saumya Gupta, Gupta, Saumya, Xiaoling Hu +23 · 1 citation
Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Radiomics and Machine Learning in Medical Imaging #Topological and Geometric Data Analysis
- Histo-Diffusion: A Diffusion Super-Resolution Method for Digital Pathology with Comprehensive Quality Assessment
2024/08/27 by Xuan Xu, Saarthak Kapse, Xu, Xuan +3 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #AI in cancer detection #Cell Image Analysis Techniques #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 #electronic engineering #information engineering
- PathReportEval: A Systematic Benchmark for Pathology Report Generation
2026/07/20 by Suryakant Singh, Sejuti Majumder, Beatrice Knudsen +2
#cs.CL #cs.CV
- Pathologist Attention-Aligned Report Generation for Prostate Histopathology
2026/07/21 by Ruoyu Xue, Suryakant Singh, Souradeep Chakraborty +12
#cs.CV