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Ghassan Hamarneh

Identifiers

  • name variant Ghassan Hamarneh 0.60 · backfill

Papers (68)

  1. Quality-Guided Semi-Supervised Learning for Medical Image Segmentation cs.CV · 2026 · author #2
  2. Spectral Effects Of Heavy-Tailed Vertex Noise In Geometric Graphs math.SP · 2026 · author #4
  3. IMA++: ISIC Archive Multi-Annotator Dermoscopic Skin Lesion Segmentation Dataset cs.CV · 2025 · author #3
  4. What Can We Learn from Inter-Annotator Variability in Skin Lesion Segmentation? cs.CV · 2025 · author #3
  5. Ethical Medical Image Synthesis cs.CY · 2025 · author #4
  6. AI for Just Work: Constructing Diverse Imaginations of AI beyond "Replacing Humans" cs.CY · 2025 · author #3
  7. Disentangled PET Lesion Segmentation eess.IV · 2024 · author #5
  8. Debiasify: Self-Distillation for Unsupervised Bias Mitigation cs.CV · 2024 · author #3
  9. SMITE: Segment Me In TimE cs.CV · 2024 · author #5
  10. Lesion Elevation Prediction from Skin Images Improves Diagnosis cs.CV · 2024 · author #2
  11. Segmentation Style Discovery: Application to Skin Lesion Images cs.CV · 2024 · author #3
  12. BiasPruner: Debiased Continual Learning for Medical Image Classification eess.IV · 2024 · author #4
  13. $TrIND$: Representing Anatomical Trees by Denoising Diffusion of Implicit Neural Fields cs.CV · 2024 · author #2
  14. AFreeCA: Annotation-Free Counting for All cs.CV · 2024 · author #3
  15. Investigating the Quality of DermaMNIST and Fitzpatrick17k Dermatological Image Datasets cs.CV · 2024 · author #3
  16. SYRAC: Synthesize, Rank, and Count cs.CV · 2023 · author #3
  17. SLiMe: Segment Like Me cs.CV · 2023 · author #5
  18. AViT: Adapting Vision Transformers for Small Skin Lesion Segmentation Datasets cs.CV · 2023 · author #3
  19. MDViT: Multi-domain Vision Transformer for Small Medical Image Segmentation Datasets cs.CV · 2023 · author #3
  20. AI-based analysis of super-resolution microscopy: Biological discovery in the absence of ground truth q-bio.SC · 2023 · author #6
  21. DermSynth3D: Synthesis of in-the-wild Annotated Dermatology Images eess.IV · 2023 · author #9
  22. Why is plausibility surprisingly problematic as an XAI criterion? cs.AI · 2023 · author #3
  23. Invisible Users: Uncovering End-Users' Requirements for Explainable AI via Explanation Forms and Goals cs.HC · 2023 · author #5
  24. Log-Paradox: Necessary and sufficient conditions for confounding statistically significant pattern reversal under the log-transform stat.ME · 2023 · author #5
  25. MaskTune: Mitigating Spurious Correlations by Forcing to Explore cs.LG · 2022 · author #7
  26. CIRCLe: Color Invariant Representation Learning for Unbiased Classification of Skin Lesions cs.CV · 2022 · author #3
  27. FairDisCo: Fairer AI in Dermatology via Disentanglement Contrastive Learning cs.CV · 2022 · author #4
  28. Transcending XAI Algorithm Boundaries through End-User-Inspired Design cs.AI · 2022 · author #6
  29. A Survey on Deep Learning for Skin Lesion Segmentation eess.IV · 2022 · author #8
  30. Multi-Sample $\zeta$-mixup: Richer, More Realistic Synthetic Samples from a $p$-Series Interpolant cs.LG · 2022 · author #3
  31. Evaluating Explainable AI on a Multi-Modal Medical Imaging Task: Can Existing Algorithms Fulfill Clinical Requirements? cs.CV · 2022 · author #3
  32. Deep Multimodal Guidance for Medical Image Classification cs.CV · 2022 · author #2
  33. Guidelines and Evaluation of Clinical Explainable AI in Medical Image Analysis cs.LG · 2022 · author #4
  34. One Map Does Not Fit All: Evaluating Saliency Map Explanation on Multi-Modal Medical Images cs.CV · 2021 · author #3
  35. DEEMD: Drug Efficacy Estimation against SARS-CoV-2 based on cell Morphology with Deep multiple instance learning cs.LG · 2021 · author #8
  36. Skin3D: Detection and Longitudinal Tracking of Pigmented Skin Lesions in 3D Total-Body Textured Meshes cs.CV · 2021 · author #5
  37. EUCA: the End-User-Centered Explainable AI Framework cs.HC · 2021 · author #5
  38. D-LEMA: Deep Learning Ensembles from Multiple Annotations -- Application to Skin Lesion Segmentation eess.IV · 2020 · author #4
  39. Matthews Correlation Coefficient Loss for Deep Convolutional Networks: Application to Skin Lesion Segmentation eess.IV · 2020 · author #2
  40. Patch-based Non-Local Bayesian Networks for Blind Confocal Microscopy Denoising eess.IV · 2020 · author #2
  41. Illumination-based Transformations Improve Skin Lesion Segmentation in Dermoscopic Images cs.CV · 2020 · author #2
  42. Deep Learning for Biomedical Image Reconstruction: A Survey eess.IV · 2020 · author #3
  43. Artificial Intelligence in Glioma Imaging: Challenges and Advances eess.IV · 2019 · author #6
  44. Signed Input Regularization cs.CV · 2019 · author #3
  45. Deep Learning Models for Digital Pathology cs.CV · 2019 · author #2
  46. Scanner Invariant Multiple Sclerosis Lesion Segmentation from MRI eess.IV · 2019 · author #6
  47. Deep Semantic Segmentation of Natural and Medical Images: A Review cs.CV · 2019 · author #5
  48. WhiteNNer-Blind Image Denoising via Noise Whiteness Priors eess.IV · 2019 · author #4
  49. Image Super Resolution via Bilinear Pooling: Application to Confocal Endomicroscopy eess.IV · 2019 · author #3
  50. Mask2Lesion: Mask-Constrained Adversarial Skin Lesion Image Synthesis eess.IV · 2019 · author #2
  51. Learning to Segment Skin Lesions from Noisy Annotations cs.CV · 2019 · author #3
  52. Visual Diagnosis of Dermatological Disorders: Human and Machine Performance cs.CV · 2019 · author #2
  53. Missing MRI Pulse Sequence Synthesis using Multi-Modal Generative Adversarial Network eess.IV · 2019 · author #2
  54. Improved Inference via Deep Input Transfer cs.CV · 2019 · author #3
  55. InfoMask: Masked Variational Latent Representation to Localize Chest Disease cs.CV · 2019 · author #6
  56. A Kernelized Manifold Mapping to Diminish the Effect of Adversarial Perturbations cs.CV · 2019 · author #4
  57. Vulnerability Analysis of Chest X-Ray Image Classification Against Adversarial Attacks cs.CV · 2018 · author #3
  58. Star Shape Prior in Fully Convolutional Networks for Skin Lesion Segmentation cs.CV · 2018 · author #2
  59. Can Deep Learning Relax Endomicroscopy Hardware Miniaturization Requirements? cs.CV · 2018 · author #3
  60. Combo Loss: Handling Input and Output Imbalance in Multi-Organ Segmentation cs.CV · 2018 · author #8
  61. Select, Attend, and Transfer: Light, Learnable Skip Connections cs.CV · 2018 · author #11
  62. Fully Convolutional Neural Networks to Detect Clinical Dermoscopic Features cs.CV · 2017 · author #2
  63. Machine Learning on Human Connectome Data from MRI cs.LG · 2016 · author #2
  64. Adaptable Precomputation for Random Walker Image Segmentation and Registration cs.CV · 2016 · author #2
  65. Incorporating prior knowledge in medical image segmentation: a survey cs.CV · 2016 · author #2
  66. Multi-Region Probabilistic Dice Similarity Coefficient using the Aitchison Distance and Bipartite Graph Matching cs.CV · 2015 · author #2
  67. Multi-Label MRF Optimization via Least Squares s-t Cuts cs.CV · 2009 · author #1
  68. Automatic Spatially-Adaptive Balancing of Energy Terms for Image Segmentation cs.CV · 2009 · author #2

Mentions

  • 2508.09381 #3 · arxiv_oai · confidence 0.70 Ghassan Hamarneh
  • 2508.09293 #4 · arxiv_oai · confidence 0.70 Ghassan Hamarneh
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  • 2002.12351 #3 · arxiv_oai · confidence 0.70 Ghassan Hamarneh
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  • 2012.07206 #4 · arxiv_oai · confidence 0.70 Ghassan Hamarneh
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  • 0907.0204 #1 · backfill · confidence 0.70 Ghassan Hamarneh
  • 0906.4131 #2 · backfill · confidence 0.70 Ghassan Hamarneh

Frequent Coauthors