| BrainNetCNN: Convolutional neural networks for brain networks; towards predicting neurodevelopment J Kawahara, CJ Brown, SP Miller, BG Booth, V Chau, RE Grunau, ... NeuroImage 146, 1038-1049, 2017 | 655 | 2017 |
| Seven-Point Checklist and Skin Lesion Classification Using Multitask Multimodal Neural Nets J Kawahara, S Daneshvar, G Argenziano, G Hamarneh IEEE Journal of Biomedical and Health Informatics 23 (2), 538-546, 2019 | 452 | 2019 |
| Deep Features to Classify Skin Lesions J Kawahara, A BenTaieb, G Hamarneh International Symposium on Biomedical Imaging, 1397 - 1400, 2016 | 385 | 2016 |
| Multi-resolution-Tract CNN with Hybrid Pretrained and Skin-Lesion Trained Layers J Kawahara, G Hamarneh International Workshop on Machine Learning in Medical Imaging, 164-171, 2016 | 211 | 2016 |
| Melanoma recognition via visual attention Y Yan, J Kawahara, G Hamarneh Information Processing in Medical Imaging: 26th International Conference …, 2019 | 83 | 2019 |
| Fully convolutional neural networks to detect clinical dermoscopic features J Kawahara, G Hamarneh IEEE Journal of Biomedical and Health Informatics 23 (2), 578-585, 2019 | 81* | 2019 |
| Generative adversarial networks to segment skin lesions S Izadi, Z Mirikharaji, J Kawahara, G Hamarneh 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018 …, 2018 | 65 | 2018 |
| Connectome priors in deep neural networks to predict autism CJ Brown, J Kawahara, G Hamarneh 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018 …, 2018 | 47 | 2018 |
| Multi-loss convolutional networks for gland analysis in microscopy A BenTaieb, J Kawahara, G Hamarneh 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI), 642-645, 2016 | 45 | 2016 |
| Pareto-optimal multi-objective dimensionality reduction deep auto-encoder for mammography classification SA Taghanaki, J Kawahara, B Miles, G Hamarneh Computer methods and programs in biomedicine 145, 85-93, 2017 | 44 | 2017 |
| Diffusion-Based Data Augmentation for Skin Disease Classification: Impact Across Original Medical Datasets to Fully Synthetic Images M Akrout, B Gyepesi, P Holló, A Poór, B Kincso, S Solis, K Cirone, ... Deep Generative Models: Third MICCAI Workshop, DGM4MICCAI 2023, Held in …, 2023 | 38 | 2023 |
| Predicting the clinical management of skin lesions using deep learning K Abhishek, J Kawahara, G Hamarneh Scientific reports 11 (1), 7769, 2021 | 36 | 2021 |
| Deep auto-context fully convolutional neural network for skin lesion segmentation Z Mirikharaji, S Izadi, J Kawahara, G Hamarneh 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018 …, 2018 | 25 | 2018 |
| Globally optimal spinal cord segmentation using a minimal path in high dimensions J Kawahara, C McIntosh, R Tam, G Hamarneh Biomedical Imaging (ISBI), 2013 IEEE 10th International Symposium on, 848-851, 2013 | 23 | 2013 |
| Towards multi-modal image-guided tumour identification in robot-assisted partial nephrectomy G Hamarneh, A Amir-Khalili, MS Nosrati, I Figueroa, J Kawahara, ... Biomedical Engineering (MECBME), 2014 Middle East Conference on, 159-162, 2014 | 17 | 2014 |
| Skin3D: Detection and longitudinal tracking of pigmented skin lesions in 3D total-body textured meshes M Zhao, J Kawahara, K Abhishek, S Shamanian, G Hamarneh Medical Image Analysis 77, 102329, 2022 | 16* | 2022 |
| Augmenting auto-context with global geometric features for spinal cord segmentation J Kawahara, C McIntosh, R Tam, G Hamarneh Machine Learning in Medical Imaging: 4th International Workshop, MLMI 2013 …, 2013 | 11 | 2013 |
| System to collect and identify skin conditions from images and expert knowledge A Abid, AJ Sanfiz, AR Lopez, ET Jarmain, M Akrout, A Challa, ... US Patent 10,878,567, 2020 | 8 | 2020 |
| Visual Diagnosis of Dermatological Disorders: Human and Machine Performance J Kawahara, G Hamarneh arXiv preprint arXiv:1906.01256, 2019 | 7 | 2019 |
| DermSynth3D: Synthesis of in-the-wild annotated dermatology images A Sinha, J Kawahara, A Pakzad, K Abhishek, M Ruthven, E Ghorbel, ... Medical Image Analysis 95, 103145, 2024 | 5 | 2024 |
Ghassan HamarnehComputing Science, Simon Fraser UniversityVerified email at sfu.ca
