Track II 10-Billion-Cell Alliance: Subtrack 2. Neuroscience(J28007)

Foundation Models

• 1.Cerebrospinal fluid (CSF) cell atlas annotation model
• 2.Multimodal CSF model
• 3.CSF microbiome–immune interaction model
• 4.Genetic risk–cell phenotype coupling model for neurological disorders

Vertical Applications

• 1.Multi-omics–assisted diagnostic platform for neurological diseases
• 2.Quantitative neuroimmune state analysis and mechanistic inference system
• 3.Central nervous system pathogen identification and antimicrobial resistance risk alert system
• 4.Neurodegenerative disease progression monitoring and target discovery platform

Affiliated Branch

Guangdong–Hong Kong–Macao Branch (Shenzhen)

(1) Preferred Background

Neuroscience, Neuroimmunology, Computational Biology, Bioinformatics, or AI.

(2) Core Technical Skills

Single-cell annotation models; multimodal data integration (genomics + microbiome + phenotype); disease risk modeling.

(3) Modeling Competency

Ability to couple genetic risk with cellular phenotypes; experience building diagnostic or disease progression models.

(4) Preferred Qualifications

Hands-on work with cerebrospinal fluid datasets or neurodegenerative disease cohorts; pathogen detection modeling experience is a plus.

(5) Personal Traits

Strong analytical reasoning, interdisciplinary communication skills, and interest in mechanistic inference.