Research map: Skin Lesion Classification in Low-Resource Settings Using Lightweight CNNs with Uncertainty Estimation
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Deep Residual Learning for Image Recognition
· Kaiming He · 2016 · 229835 citations · Cited by this paper
A Structural Labeling-File Audit and Secondary Model-Output Evaluation of Korean Specialized and Essential Medical Knowledge Datasets for Medical AI Research
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· Jie Hu · 2018 · 30406 citations · Cited by this paper
Comprehensive Assessment of CNN Sensitivity in Automated Microorganism Classification: Effects of Compression, Non-Uniform Scaling, and Data Augmentation
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MobileNetV2: Inverted Residuals and Linear Bottlenecks
· Mark Sandler · 2018 · 26856 citations · Cited by this paper
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· Ramprasaath R. Selvaraju · 2017 · 23153 citations · Cited by this paper
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Dermatologist-level classification of skin cancer with deep neural networks
· Andre Esteva · 2017 · 14446 citations · Cited by this paper
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· Andrew Howard · 2019 · 9449 citations · Cited by this paper
The EGR1-FOS Transcriptional Axis in Liver Fibrosis: An Integrated Bioinformatic Analysis of Disease Progression and Shared Molecular Signatures in Cirrhosis
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The HAM10000 dataset, a large collection of multi-source dermatoscopic images of common pigmented skin lesions
· Philipp Tschandl · 2018 · 3508 citations · Cited by this paper
Combining LLMs and Knowledge Graphs to Reduce Hallucinations in Biomedical Question Answering
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Grad-CAM++: Generalized Gradient-Based Visual Explanations for Deep Convolutional Networks
· Aditya Chattopadhay · 2018 · 3274 citations · Cited by this paper
A Preliminary Analysis of a Physics-Informed Neural Network for the Forward Problem in EEG
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A systematic study of the class imbalance problem in convolutional neural networks
· Mateusz Buda · 2018 · 3135 citations · Cited by this paper
Lightweight Depression Detection Using 3D Facial Landmark Pseudo-Images and CNN-LSTM on DAIC-WOZ and E-DAIC
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The Global Burden of Skin Disease in 2010: An Analysis of the Prevalence and Impact of Skin Conditions
· Roderick J. Hay · 2013 · 1712 citations · Cited by this paper
Leveraging uncertainty information from deep neural networks for disease detection
· Christian Leibig · 2017 · 493 citations · Cited by this paper
Dullrazor®: A software approach to hair removal from images
· Tim Lee · 1997 · 464 citations · Cited by this paper
Bayesian QuickNAT: Model uncertainty in deep whole-brain segmentation for structure-wise quality control
· Abhijit Guha Roy · 2019 · 135 citations · Cited by this paper
Deep Neural Network or Dermatologist?
· K. C. Young · 2019 · 84 citations · Cited by this paper
Uncertainty Estimation in Deep Neural Networks for Dermoscopic Image Classification
· Marc Combalia · 2020 · 72 citations · Cited by this paper
ScNet: a lightweight CNN with depthwise and SE modules for skin lesion classification
· Yonis Gulzar · 2025 · 7 citations · Cited by this paper
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