Hamarneh, Ghassan

BrainNetCNN: convolutional neural networks for brain networks; towards predicting neurodevelopment

Kawahara, J., Brown, C. J., Miller, S. P., Booth, B. G., Chau, V., Grunau, R. E., Zwicker, J. G., & Hamarneh, G. (2017) · NeuroImage

Functional Brain Connectivity StudiesAdvanced Neuroimaging Techniques and Applications

Cited by 813

Seven-point checklist and skin lesion classification using multitask multimodal neural nets

Kawahara, J., Daneshvar, S., Argenziano, G., & Hamarneh, G. (2019) · IEEE Journal of Biomedical and Health Informatics

Cutaneous Melanoma Detection and ManagementAI in cancer detection

Cited by 584

Missing MRI Pulse Sequence Synthesis Using Multi-Modal Generative Adversarial Network

Sharma, A., & Hamarneh, G. (2020) · IEEE Transactions on Medical Imaging

Advanced MRI Techniques and ApplicationsGenerative Adversarial Networks and Image Synthesis

Cited by 254

Evaluation and Comparison of Anatomical Landmark Detection Methods for Cephalometric X-Ray Images: A Grand Challenge

Wang, C.-W., Huang, C.-T., Hsieh, M.-C., Li, C.-H., Chang, S.-W., Li, W.-C., Vandaele, R., Maree, R., Jodogne, S., Geurts, P., et al. (2015) · IEEE Transactions on Medical Imaging

Dental Radiography and ImagingOrthodontics and Dentofacial Orthopedics

Cited by 235

Guidelines and evaluation of clinical explainable AI in medical image analysis

Jin, W., Li, X., Fatehi, M., & Hamarneh, G. (2023) · Medical Image Analysis

Explainable Artificial Intelligence (XAI)Artificial Intelligence in Healthcare and Education

Cited by 199

Topology Aware Fully Convolutional Networks for Histology Gland Segmentation

BenTaieb, A., & Hamarneh, G. (2016) · Lecture Notes in Computer Science

AI in cancer detectionMedical Image Segmentation Techniques

Cited by 163

Structural network analysis of brain development in young preterm neonates

Brown, C. J., Miller, S. P., Booth, B. G., Andrews, S., Chau, V., Poskitt, K. J., & Hamarneh, G. (2014) · NeuroImage

Advanced Neuroimaging Techniques and ApplicationsFunctional Brain Connectivity Studies

Cited by 103

Artificial intelligence in glioma imaging: Challenges and advances

Jin, W., Fatehi, M., Abhishek, K., Mallya, M., Toyota, B., & Hamarneh, G. (2020) · Journal of Neural Engineering

Brain Tumor Detection and ClassificationGlioma Diagnosis and Treatment

Cited by 55

Incorporating prior knowledge in medical image segmentation: a survey

Nosrati, M. S., & Hamarneh, G. (2016) · arXiv

Medical Image Segmentation TechniquesMedical Imaging and Analysis

Cited by 55

Why is plausibility surprisingly problematic as an XAI criterion?

Jin, W., Li, X., & Hamarneh, G. (2023) · arXiv

Explainable Artificial Intelligence (XAI)Ethics and Social Impacts of AI

Cited by 4