| Deep Semantic Segmentation of Natural and Medical Images: A Review SA Taghanaki*, K Abhishek*, JP Cohen, J Cohen-Adad, G Hamarneh Artificial Intelligence Review 54, 137–178, 202 | 1164* | 202 |
| A Survey on Deep Learning for Skin Lesion Segmentation Z Mirikharaji*, K Abhishek*, A Bissoto, C Barata, S Avila, E Valle, ... Medical Image Analysis 88, 102863, 2023 | 263 | 2023 |
| Matthews Correlation Coefficient Loss for Deep Convolutional Networks: Application to Skin Lesion Segmentation K Abhishek, G Hamarneh 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 225-229, 2021 | 80 | 2021 |
| D-lema: Deep learning ensembles from multiple annotations-application to skin lesion segmentation Z Mirikharaji, K Abhishek, S Izadi, G Hamarneh (🏆 Best Paper Award 🏆 ) Proceedings of the IEEE/CVF Conference on Computer …, 2021 | 73 | 2021 |
| Mask2Lesion: Mask-Constrained Adversarial Skin Lesion Image Synthesis K Abhishek, G Hamarneh MICCAI Simulation and Synthesis in Medical Imaging (SASHIMI) 11827, 71-80, 2019 | 66 | 2019 |
| Artificial intelligence in glioma imaging: challenges and advances W Jin, M Fatehi, K Abhishek, M Mallya, B Toyota, G Hamarneh Journal of Neural Engineering 17 (2), 021002, 2020 | 64 | 2020 |
| Attribution-based XAI Methods in Computer Vision: A Review K Abhishek, D Kamath arXiv preprint arXiv:2211.14736, 2022 | 63 | 2022 |
| Predicting the Clinical Management of Skin Lesions using Deep Learning K Abhishek, J Kawahara, G Hamarneh Nature Scientific Reports 11 (1), 1-14, 2021 | 55 | 2021 |
| A Kernelized Manifold Mapping to Diminish the Effect of Adversarial Perturbations SA Taghanaki, K Abhishek, S Azizi, G Hamarneh IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019 …, 2019 | 54 | 2019 |
| Illumination-Based Transformations Improve Skin Lesion Segmentation in Dermoscopic Images K Abhishek, G Hamarneh, MS Drew The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR …, 2020 | 53 | 2020 |
| CIRCLe: Color Invariant Representation Learning for Unbiased Classification of Skin Lesions A Pakzad, K Abhishek, G Hamarneh European Conference on Computer Vision, 203-219, 2022 | 44 | 2022 |
| 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 | 43 | 2022 |
| Investigating the Quality of DermaMNIST and Fitzpatrick17k Dermatological Image Datasets K Abhishek, A Jain, G Hamarneh Nature Scientific Data 12 (1), 196, 2025 | 40 | 2025 |
| A Minutiae Count Based Method for Fake Fingerprint Detection K Abhishek, A Yogi Procedia Computer Science 58 (C), 447-452, 2015 | 40 | 2015 |
| Non-Invasive Measurement of Heart Rate and Hemoglobin Concentration Level Through Fingertip K Abhishek, AK Saxena, RK Sonkar Signal Processing, Informatics, Communication and Energy Systems (SPICES …, 2015 | 20 | 2015 |
| Cloudmaskgan: A Content-Aware Unpaired Image-To-Image Translation Algorithm for Remote Sensing Imagery S Mohajerani, R Asad, K Abhishek, N Sharma, A van Duynhoven, ... 2019 IEEE International Conference on Image Processing (ICIP), 1965-1969, 2019 | 18 | 2019 |
| Multi-Sample -mixup: Richer, More Realistic Synthetic Samples from a -Series Interpolant K Abhishek, CJ Brown, G Hamarneh Journal of Big Data 11 (43), 1-41, 2024 | 15 | 2024 |
| 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 | 14 | 2024 |
| Applying artificial intelligence to glioma imaging: Advances and challenges W Jin, M Fatehi, K Abhishek, M Mallya, B Toyota, G Hamarneh arXiv preprint arXiv:1911.12886, 1-31, 2019 | 14 | 2019 |
| What Can We Learn from Inter-annotator Variability in Skin Lesion Segmentation? K Abhishek, J Kawahara, G Hamarneh (🏆 Best Paper Award 🏆 ) MICCAI Workshop on Deep Generative Models, 23-33, 2025 | 12 | 2025 |
Ghassan HamarnehComputing Science, Simon Fraser University在 sfu.ca 的電子郵件地址已通過驗證
Joseph Paul CohenAmazon, AIMI (Stanford University), Mila (Quebec AI Institute)在 stanford.edu 的電子郵件地址已通過驗證
M. Emre Celebi, SPIE FellowProfessor and Chair, Department of Computer Science and Engineering, University of Central Arkansas在 uca.edu 的電子郵件地址已通過驗證
Catarina BarataInstitute for Systems and Robotics (ISR/IST), LARSyS, Instituto Superior Técnico, Univ Lisboa在 tecnico.ulisboa.pt 的電子郵件地址已通過驗證
Julien Cohen-Adad, PhDFull Professor, Department of Electrical Engineering, Polytechnique Montreal在 polymtl.ca 的電子郵件地址已通過驗證
Saeid AsgariMicrosoft在 microsoft.com 的電子郵件地址已通過驗證
Jeremy KawaharaSimon Fraser University在 sfu.ca 的電子郵件地址已通過驗證
Zahra MirikharajiSimon Fraser University在 sfu.ca 的電子郵件地址已通過驗證
Weina Jin, M.D.PhD candidate in School of Computing Science, Simon Fraser University在 sfu.ca 的電子郵件地址已通過驗證
Eduardo ValleIntercom在 intercom.io 的電子郵件地址已通過驗證
Sandra AvilaProfessor of Computer Science, University of Campinas (Unicamp)在 ic.unicamp.br 的電子郵件地址已通過驗證
Alceu BissotoUniversity of Bern在 unibe.ch 的電子郵件地址已通過驗證
Mostafa Fatehi HassanabadVancouver General Hospital在 utoronto.ca 的電子郵件地址已通過驗證
Mayur MallyaPhD student at AI in Medicine lab, University of British Columbia在 ubc.ca 的電子郵件地址已通過驗證
Arezou PakzadGraduate Student, School of Computing Science, Simon Fraser University在 globalrelay.net 的電子郵件地址已通過驗證
Mengliu ZhaoSchool of Computing Science, Simon Fraser University在 sfu.ca 的電子郵件地址已通過驗證
Sajjad ShamanianUndergraduate Researcher, School of Computing Science, Simon Fraser University在 sfu.ca 的電子郵件地址已通過驗證
Shekoofeh AziziGoogle DeepMind在 google.com 的電子郵件地址已通過驗證
Mark S. DrewSimon Fraser University在 cs.sfu.ca 的電子郵件地址已通過驗證
Aditi JainIndian Institute of Technology, Delhi在 iitd.ac.in 的電子郵件地址已通過驗證