# From Drops to Decisions: AI/ML-Driven Biofluidics for Clinical Diagnostics and Healthcare Intelligence

**Authors:** Mayuri Tushar Deshmukh, Yogesh Thakre, Wani H. Bisen, K. Sankar, Ankita Avthankar, Aniket K. Shahade, Manish Bhaiyya, Madhusudan B. Kulkarni

PMC · DOI: 10.1021/acs.analchem.5c06356 · Analytical Chemistry · 2025-12-23

## Full-text entities

- **Genes:** KIAA0319 (KIAA0319) [NCBI Gene 9856] {aka DYLX2, DYX2, NMIG}, PRDX4 (peroxiredoxin 4) [NCBI Gene 10549] {aka AOE37-2, AOE372, HEL-S-97n, PRX-4}
- **Diseases:** meibomian gland dysfunction (MESH:D000080343), oral cancer (MESH:D009062), heart failure (MESH:D006333), kidney allograft injuries (MESH:D007674), sepsis (MESH:D018805), tear (MESH:D012167), Infectious and Metabolic Diseases (MESH:D003141), bladder cancer (MESH:D001749), renal and urological diseases (MESH:D014570), neuroblastoma (MESH:D009447), proteinuria (MESH:D011507), metabolic disorders (MESH:D008659), Parkinson's (MESH:D010300), lacrimal dysfunction (MESH:D007767), rare diseases (MESH:D035583), prostate and pancreatic cancers (MESH:D011471), toxicity (MESH:D064420), urinary tract infection (MESH:D014552), diabetes (MESH:D003920), COVID-19 (MESH:D000086382), endocrine disorders (MESH:D004700), Cancer (MESH:D009369), thyroid eye disease (MESH:D049970), infected (MESH:D007239)
- **Chemicals:** lipid (MESH:D008055), Fe (MESH:D007501), amide (MESH:D000577), tyrosine (MESH:D014443), glucose (MESH:D005947), creatinine (MESH:D003404), cholesterol (MESH:D002784), cannabidiol (MESH:D002185), alcohol (MESH:D000438), copper (MESH:D003300), vitamin C (MESH:D001205), silver (MESH:D012834), sodium alginate (MESH:D000464), Prussian blue (MESH:C000170), MOF (MESH:C037042), Au (MESH:D006046), L-Dopa (MESH:D007980), AI-Assisted Saliva (-), CNFs (MESH:C071110), vanillylmandelic acid (MESH:D014642), cortisol (MESH:D006854), tetrahydrocannabinol (MESH:D013759), amino acid (MESH:D000596), lactate (MESH:D019344), graphene oxide (MESH:C000628730), homovanillic acid (MESH:D006719)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

_Full body text omitted from this summary view._ Fetch the complete paper as Markdown: https://tomesphere.com/paper/PMC12809642/full.md

## Figures

6 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12809642/full.md

## References

127 references — full list in the complete paper: https://tomesphere.com/paper/PMC12809642/full.md

---
Source: https://tomesphere.com/paper/PMC12809642