Papers with Code · CC BY-SA 4.0

Pneumonia Detection

1 Image, 2*2 Stitchi › Pneumonia Detection 10 평가 기록 3 datasets

논문

Multi-Objective Evolutionary Design of Deep Convolutional Neural Networks for Image Classification

1912.01369 2019-12-03 이 페이지의 평가 2건

AUROC: 0.847Params: 5.0M

CheXNet: Radiologist-Level Pneumonia Detection on Chest X-Rays with Deep Learning

1711.05225 2017-11-14 이 페이지의 평가 1건

AUROC: 0.844Params: 7.0MFLOPS: 2800M

COVID-CXNet: Detecting COVID-19 in Frontal Chest X-ray Images using Deep Learning

2006.13807 2020-06-16 이 페이지의 평가 1건

F-Score: 0.85

DINO-CXR: A self supervised method based on vision transformer for chest X-ray classification

2308.00475 2023-08-01 이 페이지의 평가 1건

Accuracy: 95.65

Efficient and Accurate Pneumonia Detection Using a Novel Multi-Scale Transformer Approach

2408.04290 2024-08-08 이 페이지의 평가 1건

Accuracy: 92.79

Enhancing Cognition and Explainability of Multimodal Foundation Models with Self-Synthesized Data

2502.14044 2025-02-19 이 페이지의 평가 1건

Accuracy: 98.72

Jointly Learning Convolutional Representations to Compress Radiological Images and Classify Thoracic Diseases in the Compressed Domain

2018-12-18 이 페이지의 평가 1건

AUROC: 0.8241

MUXConv: Information Multiplexing in Convolutional Neural Networks

2003.13880 2020-03-31 이 페이지의 평가 1건

AUROC: 0.841Params: 2.1MFLOPS: 200M