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Reference changes · DOI
Dermatologist-level classification of skin cancer with deep neural networks,
Published notice on a work cited in the Pith corpus. Exact quotes below. No model judges whether any citation was load-bearing.
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Crossref
20 open · 20 total · 0 disputed
- Event date
- 2017-06-27
01One-hop citing occurrences
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Zero-Shot Generative De-identification: Inversion-Free Flow for Privacy-Preserving Skin Image Analysis
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2602.00821
· notice #6087
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A. Esteva et al., “Dermatologist-level classification of skin cancer with deep neural networks,” Nature, vol. 542, no. 7639, pp. 115–118, Feb. 2017, doi: 10.1038/nature21056
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Quantifying Explanation Consistency: The C-Score Metric for CAM-Based Explainability in Medical Image Classification
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2604.08502
· notice #6084
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doi: 10.1038/nature21056
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Concept Inconsistency in Dermoscopic Concept Bottleneck Models: A Rough-Set Analysis of the Derm7pt Dataset
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2604.19323
· notice #6083
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Esteva, A.et al.Dermatologist-level classification of skin cancer with deep neural networks.Nature542, 115–118, DOI: 10.1038/nature21056 (2017)
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To Build or Not to Build? Factors that Lead to Non-Development or Abandonment of AI Systems
ref [45] ·
2604.28053
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Andre Esteva, Brett Kuprel, Roberto A. Novoa, Justin Ko, Susan M. Swetter, Helen M. Blau, and Sebastian Thrun. 2017. Dermatologist- level classification of skin cancer with deep neural networks.Nature542, 7639 (Feb. 2017), 115–118. doi:10.1038/nature21056
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ShardTensor: Domain Parallelism for Scientific Machine Learning
ref [1] ·
2605.11111
· notice #6085
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A. Estevaet al., “Dermatologist-level classification of skin cancer with deep neural networks,”Nature, vol. 542, no. 7639, pp. 115–118, 2017. [Online]. Available: https://doi.org/10.1038/nature21056
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DermAgent: A Self-Reflective Agentic System for Dermatological Image Analysis with Multi-Tool Reasoning and Traceable Decision-Making
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2605.14403
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Esteva, A., Kuprel, B., Novoa, R.A., Ko, J., Swetter, S.M. et al.: Dermatologist- level classification of skin cancer with deep neural networks. Nature542(7639), 115–118 (Feb 2017). https://doi.org/10.1038/nature21056
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Multi-agent AI systems outperform human teams in creativity
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2605.17885
· notice #6088
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Esteva, A., Kuprel, B., Novoa, R.A., Ko, J., Swetter, S.M., Blau, H.M., Thrun, S.: Dermatologist-level classification of skin cancer with deep neural networks. Nature542(7639), 115–118 (2017) https://doi.org/10.1038/nature21056
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Prognostic Value of Lung Ultrasound Biomarkers for Readmission Risk in Congestive Heart Failure: A Pilot Data-Driven Analysis
ref [283] ·
2605.18878
· notice #6089
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Esteva, Andre and Kuprel, Brett and Novoa, Roberto A. and Ko, Justin and Swetter, Susan M. and Blau, Helen M. and Thrun, Sebastian , number =. 2017 , journal =. doi:10.1038/nature21056 , issn =
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Esteva, Andre and Kuprel, Brett and Novoa, Roberto A. and Ko, Justin and Swetter, Susan M. and Blau, Helen M. and Thrun, Sebastian, number =. 2017, journal =. doi:10.1038/nature21056, issn =
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Methodology for Creating a Clinically Verified Dermoscopic Image Dataset
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2605.25168
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Esteva A., Kuprel B., Novoa R.\,A., Ko J., Swetter S.\,M., Blau H.\,M., Thrun S. Dermatologist-level classification of skin cancer with deep neural networks // Nature.\,---\,2017.\,---\,Vol.\,542.\,---\,P.\,115--118. DOI: 10.1038/nature21056
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Esteva A., Kuprel B., Novoa R.,A., Ko J., Swetter S.,M., Blau H.,M., Thrun S. Dermatologist-level classification of skin cancer with deep neural networks // Nature.,---,2017.,---,Vol.,542.,---,P.,115--118. DOI: 10.1038/nature21056
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CNNs, Transformers, Hybrid, and Vision Language Models for Skin Cancer Detection
ref [8] ·
2605.26294
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Esteva, A., Kuprel, B., Novoa, R.A., et al.: Dermatologist-level classification of skin cancer with deep neural networks. Nature542(7639), 115–118 (2017).https: //doi.org/10.1038/nature21056
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Clinical Validation of the Melanoscope AI Mobile Dermoscopy Clinical Decision Support System
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2605.27561
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Esteva A., Kuprel B., Novoa R.A., Ko J., Swetter S.M., Blau H.M., Thrun S. Dermatologist-level classification of skin can- cer with deep neural networks.Nature. 2017;542(7639):115–118. https://doi.org/10.1038/nature21056
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Measuring What Matters: Synthetic Benchmarks for Concept Bottleneck Models
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2606.04326
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Andre Esteva, Brett Kuprel, Roberto A. Novoa, Justin Ko, Susan M. Swetter, Helen M. Blau, and Sebastian Thrun. Dermatologist-level classification of skin cancer with deep neural networks.Nature, 542(7639):115–118, 2017. doi: 10.1038/nature21056
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Patient-Level Diagnosis of Acute Myeloid Leukemia via Deep Learning Analysis of Bone Marrow Smear
ref [6] ·
2606.10735
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Esteva A, Kuprel B, Novoa RA, et al. Dermatologist-level classification of skin cancer with deep neural networks. Nature. 2017;542:115-118. doi:10.1038/nature21056
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Jaguar: Fast Private CNN Inference with Power-of-Two Homomorphic Arithmetic
ref [2] ·
2606.11827
· notice #6094
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Andre Esteva, Brett Kuprel, Roberto A. Novoa, Justin Ko, Susan M. Swetter, Helen M. Blau, and Sebastian Thrun. Dermatologist-level classification of skin cancer with deep neural networks. Nature, 542(7639):115–118, 2017. doi: 10.1038/nature21056
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Cascade Classification of Dermoscopic Images of Skin Neoplasms with Controllable Sensitivity and External Clinical Validation
ref [1] ·
2606.13135
· notice #6093
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Esteva A., Kuprel B., Novoa R.A., Ko J., Swetter S.M., Blau H.M., Thrun S. Dermatologist-level classification of skin can- cer with deep neural networks.Nature. 2017;542(7639):115–118. https://doi.org/10.1038/nature21056
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The $\alpha$-Index: A Penalized Authorship-Integrity Framework for Position-Weighted Scientific Contribution
ref [20] ·
2606.22309
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Esteva, A., Kuprel, B., Novoa, R. A., Ko, J., Swetter, S. M., Blau, H. M., and Thrun, S. (2017). Dermatologist-level classification of skin cancer with deep neural networks.Nature, 542, 115–118. https://doi.org/10.1038/nature21056
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IViT: A Novel Interpretable Visual Transformer for Skin Disease Detection
ref [30] ·
2606.22892
· notice #6092
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A. Esteva et al., “Dermatologist-level classification of skin cancer with deep neural networks,” Nature, vol. 542, no. 7639, pp. 115 –118, Feb. 2017, doi: 10.1038/nature21056
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MLFFM-SegDiff: A Multi-Level Feature Fusion Diffusion Model for Skin Lesion Segmentation
ref [2] ·
2606.26712
· notice #6090
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A. Esteva, B. Kuprel, R. Novoa, et al., Dermatologist-level classification of skin cancer with deep neural networks, Nature 542 (2017) 115–118. doi:10.1038/nature21056
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MARVEL: Margin-Aware Robust von Mises-Fischer Expert Learning for Long-Tailed Out-of-Distribution Detection
ref [12] ·
2607.02435
· notice #6101
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Andre Esteva et al. “Dermatologist-level classification of skin cancer with deep neural networks”. In: Nature 542.7639 (2017), pp. 115–118.doi:10.1038/nature21056
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Decoding magnetic texture
ref [23] ·
2607.07685
· notice #6100
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A. Esteva, B. Kuprel, R.A. Novoa, et al., “Dermatologist-level classification of skin cancer with deep neural networks,” Nature 542, no. 7639 (2017): 115–118. https://doi.org/10.1038/nature21056