Kristina Buder‐Bakhaya
Heidelberg University(DE)University Hospital Heidelberg(DE)National Center for Tumor Diseases(DE)
Publications by Year
Research Areas
Cutaneous Melanoma Detection and Management, Melanoma and MAPK Pathways, Cancer Immunotherapy and Biomarkers, CAR-T cell therapy research, AI in cancer detection
Most-Cited Works
- → Man against machine: diagnostic performance of a deep learning convolutional neural network for dermoscopic melanoma recognition in comparison to 58 dermatologists(2018)1,505 cited
- → Deep learning outperformed 136 of 157 dermatologists in a head-to-head dermoscopic melanoma image classification task(2019)556 cited
- → A convolutional neural network trained with dermoscopic images performed on par with 145 dermatologists in a clinical melanoma image classification task(2019)295 cited
- → Man against machine reloaded: performance of a market-approved convolutional neural network in classifying a broad spectrum of skin lesions in comparison with 96 dermatologists working under less artificial conditions(2020)222 cited
- → Biomarkers for Clinical Benefit of Immune Checkpoint Inhibitor Treatment—A Review From the Melanoma Perspective and Beyond(2018)208 cited
- → Characterization of arthralgia induced by PD-1 antibody treatment in patients with metastasized cutaneous malignancies(2017)