PDF Viewer

BUILDER'S SANDBOX

Build This Paper

Use an AI coding agent to implement this research.

OpenAI Codex
OpenAI CodexAI Agent

Lightweight coding agent in your terminal.

Claude Code
Claude CodeAI Agent

Agentic coding tool for terminal workflows.

AntiGravity IDE
AntiGravity IDEScaffolding

AI agent mindset installer and workflow scaffolder.

Cursor
CursorIDE

AI-first code editor built on VS Code.

VS Code
VS CodeIDE

Free, open-source editor by Microsoft.

Estimated $9K - $13K over 6-10 weeks.

See exactly what it costs to build this -- with 3 comparable funded startups.

7-day free trial. Cancel anytime.

Discover the researchers behind this paper and find similar experts.

7-day free trial. Cancel anytime.

References (7)

[1]
COVID-19 Detection in Chest X-ray Images Using Swin-Transformer and Transformer in Transformer
2021Juntao Jiang, Shuyi Lin
[2]
Automatic Detection of Coronavirus Disease (COVID-19) in X-ray and CT Images: A Machine Learning Based Approach
2020Sara Hosseinzadeh Kassani, P. H. Kassani et al.
[3]
Deep-COVID: Predicting COVID-19 from chest X-ray images using deep transfer learning
2020Shervin Minaee, R. Kafieh et al.
[4]
COVIDX-Net: A Framework of Deep Learning Classifiers to Diagnose COVID-19 in X-Ray Images
2020E. E. Hemdan, M. Shouman et al.
[5]
Federated Learning: Challenges, Methods, and Future Directions
2019Tian Li, Anit Kumar Sahu et al.
[6]
Variational Federated Multi-Task Learning
2019Luca Corinzia, J. Buhmann
[7]
Federated Multi-Task Learning
2017Virginia Smith, Chao-Kai Chiang et al.

Founder's Pitch

"Develop a federated learning-based ensemble model for accurate lung disease diagnosis with enhanced data security."

Medical AIScore: 5View PDF ↗

Commercial Viability Breakdown

0-10 scale

High Potential

0/4 signals

0

Quick Build

4/4 signals

10

Series A Potential

0/4 signals

0

Sources used for this analysis

arXiv Paper

Full-text PDF analysis of the research paper

GitHub Repository

Code availability, stars, and contributor activity

Citation Network

Semantic Scholar citations and co-citation patterns

Community Predictions

Crowd-sourced unicorn probability assessments

Analysis model: GPT-4o · Last scored: 2/19/2026

Explore the full citation network and related research.

7-day free trial. Cancel anytime.

Understand the commercial significance and market impact.

7-day free trial. Cancel anytime.

Get detailed profiles of the research team.

7-day free trial. Cancel anytime.