Kumar Abhishek

Employment

• Altisource Labs Data Scientist
  2017 - 2018
• Wipro Limited Machine Learning Engineer
  2015 - 2017

Education

• Simon Fraser University MSc (Thesis) in Computing Science
  2018 - Present
• Indian Institute of Technology Guwahati Bachelor of Technology
  2011 - 2015

Projects & Funding

Projects & funding information is unavailable.

Publications (42)

• What Can We Learn from Inter-Annotator Variability in Skin Lesion Segmentation?
  2026 DOI: 10.1007/978-3-032-05825-6_3
  +Save
• Descriptor: ISIC Archive Multi-Annotator Dermoscopic Skin Lesion Segmentation Dataset (IMA++)
  IEEE Data Descriptions 2026 DOI: 10.1109/IEEEDATA.2026.3689801
  +Save
• Ethical Medical Image Synthesis
  2025 DOI: 10.48550/ARXIV.2508.09293
  +Save
• Disentangled PET Lesion Segmentation
  2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI) 2025 DOI: 10.1109/isbi60581.2025.10981186
  +Save
• Investigating the Quality of DermaMNIST and Fitzpatrick17k Dermatological Image Datasets
  Scientific Data 2025 DOI: 10.1038/s41597-025-04382-5
  +Save
• Lesion Elevation Prediction from Skin Images Improves Diagnosis
  2025 DOI: 10.1007/978-3-031-77610-6_5
  +Save
• Segmentation Style Discovery: Application to Skin Lesion Images
  2025 DOI: 10.1007/978-3-031-77610-6_3
  +Save
• Investigating the Quality of DermaMNIST and Fitzpatrick17k Dermatological Image Datasets
  2024 DOI: 10.5281/ZENODO.11101337
  +Save
• PET-Disentangler: PET lesion segmentation via disentangled healthy and disease feature representations
  Journal of Nuclear Medicine 2024
  +Save
• DermSynth3D: Synthesis of in-the-wild annotated dermatology images
  Medical Image Analysis 2024 DOI: 10.1016/j.media.2024.103145
  +Save