Twelve Fused Models by Fusing Four Types of Transformer-Based Tuners on Three Base UNet Architectures for Carotid Wall Segmentation and Plaque Burden/Intima-Media Thickness Measurements in Ultrasound Scans: A Scientific Validation Study

Julián Cruz-Olivares

doi:10.3390/diagnostics16162538

Antagonistic and synergistic interactions between Bacillus and Pseudomonas in the rhizosphere: Mechanistic basis, ecological constraints, and applications in plant growth promotion and disease suppression

2026-06-26

0

PRE

AI

M

Muhammad Mubeen

B

Bushra Mumtaz

M

Muhammad Umar Shafiq

P

Phyu Shin Thant

T

Tahir Mahmood

M

Muhammad Arslan Mushtaq

S

Sazada Siddiqui

F

Faisal Zulfiqar *

A

Anam Moosa *

DOI：10.1016/j.pmpp.2026.103363

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Abstract

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• Microbes in rhizosphere improve plant growth and disease resistance. • Pseudomonas-Bacillus synergically improve disease suppression. • Quorum sensing and biofilm enhances root colonization. • Consortia of microbes provides sustainable crop protection.

Antagonistic and synergistic interactions between Bacillus and Pseudomonas in the rhizosphere: Mechanistic basis, ecological constraints, and applications in plant growth promotion and disease suppression

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