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논문
이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
Health-related Quality of life, Financial Toxicity, Productivity Loss and Catastrophic Health Expenditures After Lung Cancer Diagnosis in Argentina
Joint-Individual Fusion Structure with Fusion Attention Module for Multi-Modal Skin Cancer Classification
Breast Cancer Detection Using Deep Learning Technique Based On Ultrasound Image
Variational Autoencoders for Feature Exploration and Malignancy Prediction of Lung Lesions
GroupMixer: Patch-based Group Convolutional Neural Network for Breast Cancer Detection from Histopathological Images
Rotation-Agnostic Image Representation Learning for Digital Pathology
TransReg: Cross-transformer as auto-registration module for multi-view mammogram mass detection
Attention-Map Augmentation for Hypercomplex Breast Cancer Classification
Computational Pathology at Health System Scale -- Self-Supervised Foundation Models from Three Billion Images
Exploring Counterfactual Alignment Loss towards Human-centered AI
Improving diagnosis and prognosis of lung cancer using vision transformers: A scoping review
User lung cancer classification using efficientnet from ct scan images
Application of Machine Learning in Melanoma Detection and the Identification of 'Ugly Duckling' and Suspicious Naevi: A Review
Post-Hoc Explainability of BI-RADS Descriptors in a Multi-task Framework for Breast Cancer Detection and Segmentation
CEIMVEN: An Approach of Cutting Edge Implementation of Modified Versions of EfficientNet (V1-V2) Architecture for Breast Cancer Detection and Classification from Ultrasound Images
Revisiting Skin Tone Fairness in Dermatological Lesion Classification
SkinDistilViT: Lightweight Vision Transformer for Skin Lesion Classification
Screening Mammography Breast Cancer Detection
Full-resolution Lung Nodule Segmentation from Chest X-ray Images using Residual Encoder-Decoder Networks
Synthesis of Contrast-Enhanced Breast MRI Using Multi-b-Value DWI-based Hierarchical Fusion Network with Attention Mechanism
Breast Cancer Detection and Diagnosis: A comparative study of state-of-the-arts deep learning architectures
Exploring Regions of Interest: Visualizing Histological Image Classification for Breast Cancer using Deep Learning
Technical outlier detection via convolutional variational autoencoder for the ADMANI breast mammogram dataset
Multivariate Analysis on Performance Gaps of Artificial Intelligence Models in Screening Mammography
An automated end-to-end deep learning-based framework for lung cancer diagnosis by detecting and classifying the lung nodules
Breast cancer detection using deep learning
Domain shifts in dermoscopic skin cancer datasets: Evaluation of essential limitations for clinical translation
A Deep Analysis of Transfer Learning Based Breast Cancer Detection Using Histopathology Images
LCDctCNN: Lung Cancer Diagnosis of CT scan Images Using CNN Based Model
MESAHA-Net: Multi-Encoders based Self-Adaptive Hard Attention Network with Maximum Intensity Projections for Lung Nodule Segmentation in CT Scan
Specialty-Oriented Generalist Medical AI for Chest CT Screening
Multi-class Skin Cancer Classification Architecture Based on Deep Convolutional Neural Network
CIFF-Net: Contextual Image Feature Fusion for Melanoma Diagnosis
Magnification Invariant Medical Image Analysis: A Comparison of Convolutional Networks, Vision Transformers, and Token Mixers
Classification of Luminal Subtypes in Full Mammogram Images Using Transfer Learning
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