Deep Learning in Medical Image Analysis

• Retinal vessel imaging in inflammatory disease: From endothelial dysfunction to clinical evidence and translation

  2026 Progress in Retinal and Eye Research article Medicine Retinal Imaging and Analysis Open access

  1

  citations
• Predicting Overall Survival of NSCLC Patients with Clinical, Radiomics and Deep Learning Features

  2026 Journal of Imaging Informatics in Medicine article Medicine Radiomics and Machine Learning in Medical Imaging Open access

  2

  citations
• Predicting overall survival of NSCLC patients with clinical, radiomics and deep learning features

  2025 medRxiv preprint Medicine Radiomics and Machine Learning in Medical Imaging Open access

  2

  citations
• Aortic Vessel Tree Segmentation for Cardiovascular Diseases Treatment: Status Quo

  2025 ACM Computing Surveys article Computer Science Medical Image Segmentation Techniques Open access

  8

  citations
• MedMNIST v2 - A large-scale lightweight benchmark for 2D and 3D biomedical image classification

  2023 Scientific Data data-paper Computer Science Advanced Neural Network Applications Open access cited by 1 patent

  1,037

  citations
• Spatio-temporal deep learning for automatic detection of intracranial vessel perforation in digital subtraction angiography during endovascular thrombectomy

  2022 Medical Image Analysis article Computer Science Medical Image Segmentation Techniques Open access

  29

  citations
• Artificial Intelligence-Based Evaluation of Functional Cardiac Magnetic Resonance Imaging

  2022 Contemporary medical imaging book-chapter Computer Science Medical Image Segmentation Techniques

  0

  citations
• MedMNIST v2 -- A large-scale lightweight benchmark for 2D and 3D biomedical image classification

  2021 arXiv (Cornell University) preprint Computer Science Advanced Neural Network Applications Open access

  73

  citations
• 3D deformable registration of longitudinal abdominopelvic CT images using unsupervised deep learning

  2021 Computer Methods and Programs in Biomedicine article Computer Science Medical Image Segmentation Techniques Open access

  17

  citations
• Joint Registration and Segmentation via Multi-Task Learning for Adaptive Radiotherapy of Prostate Cancer

  2021 IEEE Access article Computer Science Medical Image Segmentation Techniques Open access cited by 2 patents

  35

  citations
• MRI Manufacturer Shift and Adaptation: Increasing the Generalizability of Deep Learning Segmentation for MR Images Acquired with Different Scanners

  2020 Radiology Artificial Intelligence article Computer Science Medical Image Segmentation Techniques Open access cited by 5 patents

  68

  citations
• Nuclear medicine radiomics in precision medicine: why we can't do without artificial intelligence

  2020 The Quarterly Journal of Nuclear Medicine and Molecular Imaging article Medicine Radiomics and Machine Learning in Medical Imaging

  11

  citations
• Radiomics for precision medicine: Current challenges, future prospects, and the proposal of a new framework

  2020 Methods article Medicine Radiomics and Machine Learning in Medical Imaging Open access

  276

  citations
• AutoML Segmentation for 3D Medical Image Data: Contribution to the MSD Challenge 2018

  2020 arXiv (Cornell University) preprint Computer Science Medical Image Segmentation Techniques Open access

  2

  citations
• Segmentation of the distal femur in ultrasound images

  2020 Current Directions in Biomedical Engineering article Computer Science Medical Image Segmentation Techniques Open access

  12

  citations

15 results