Research Status

Last updated: 1/12/2025

Total Papers Scrapped

187,654

Relevant Papers

12,445

6.63% of total

Irrelevant Papers

174,892

93.20% of total

Processed Papers

317

0.17% of total

Research Papers

AI in ECG-Based Electrolyte Imbalance Prediction: A Systematic Review and Meta Analysis

cardiovascular medicine
medrxiv
IN:15,882
OUT:2,818
Cost:$0.30

Protocol: measurements

Waking body temp (ear)
SpO2 while sleeping
+ Regular ECG monitoring analyzed by AI algorithms to detect electrolyte imbalances, particularly hyperkalemia.
Blood Glucose
MRI - whole body
Ultrasound - whole body

Reasoning:

Based on the research paper, AI models can effectively detect electrolyte imbalances from ECG data, especially hyperkalemia, which significantly affects heart function. Incorporating AI-analyzed ECG monitoring can enhance early detection of such imbalances, improving cardiac care.

A Multimodal Vision-text AI Copilot for Brain Disease Diagnosis and Medical Imaging

neurology
medrxiv
IN:14,752
OUT:3,128
Cost:$0.32

Protocol: measurements

+ peripheral blood markers etc.
+ Integrate advanced AI tools like Brainfound for enhanced analysis of brain MRI and CT imaging.

Reasoning:

The research paper introduces Brainfound, an advanced AI model that significantly improves brain disease diagnosis and medical imaging analysis. Utilizing Brainfound can enhance the accuracy and efficiency of brain health assessments, aiding in early detection and monitoring of neurological conditions.

An autoantibody-based machine learning classifier for the detection of early-stage non-small cell lung cancer

oncology
medrxiv
IN:13,555
OUT:3,783
Cost:$0.38

Protocol: measurements

MRI - whole body
Ultrasound - whole body
+ Include periodic autoantibody profiling using PhIP-Seq for early detection of non-small cell lung cancer (NSCLC).
Biofluids (blood, stool, urine, saliva)
Physical fitness - whoop + Polar
VO2Max

Reasoning:

According to the research paper, autoantibody profiling using PhIP-Seq can detect early-stage NSCLC with high accuracy. Adding this measurement could aid in early detection of lung cancer, which is critical for timely intervention and improved outcomes.

A Randomised Controlled Trial of the effects of Galacto-Oligosaccharides on the gut brain-axis of young females.

nutrition
medrxiv
IN:13,934
OUT:4,583
Cost:$0.41

Protocol: measurements

MRI - whole body
Ultrasound - whole body
+ Gut microbiome analysis focusing on Bifidobacterium abundance
Biofluids (blood, stool, urine, saliva)
Physical fitness - whoop + Polar
VO2Max

Reasoning:

The research showed that GOS supplementation increased Bifidobacterium levels, which may have beneficial effects along the gut-brain axis.