19 citations
,
October 2024 in “BMC Medical Informatics and Decision Making” AI can improve early diagnosis and classification of PCOS, aiding in prevention of related health issues.
14 citations
,
July 2021 in “Bioinformatics” rPanglaoDB helps study rare cell types by merging RNA data, showing fibrocytes aid in healing.
11 citations
,
July 2022 in “Frontiers in Immunology” Four specific genes are linked to keloid formation and could be potential treatment targets.
11 citations
,
April 2019 in “Journal of Biological Research” The study identified 12 potential biomarkers for hair loss and how they affect hair growth.
10 citations
,
June 2024 in “Frontiers in Genetics” Different sheep breeds share similar genetic factors affecting wool fineness.
Machine learning helps find new uses for existing drugs, improving healthcare.
8 citations
,
November 2023 in “Social Science & Medicine” Gendered social factors, not just biology, contribute to sex differences in adverse drug events.
8 citations
,
August 2021 in “Computational and Mathematical Methods in Medicine” Machine learning can accurately identify Alopecia Areata, aiding in early detection and treatment of this hair loss condition.
7 citations
,
September 2024 in “BMC Genomics” Two genes, ERBB4 and ROR1, may cause the unique pigmentation in Lanping black-boned sheep.
6 citations
,
January 2024 in “Journal of Cancer” A gene-based model predicts lung adenocarcinoma outcomes and helps guide treatment decisions.
3 citations
,
May 2023 in “Precision clinical medicine” Researchers found four genes that could help diagnose severe alopecia areata early.
3 citations
,
January 2023 in “European Journal of Information Technologies and Computer Science” The machine learning model accurately detected hair loss and scalp diseases using processed images.
3 citations
,
January 2019 in “Electronic Imaging” The device accurately estimates natural hair color at the roots in real time.
2 citations
,
July 2025 in “Scientific Reports” Acinetobacter strain A1-4-2 can safely clean water pollutants.
2 citations
,
January 2024 in “Journal of Emerging Investigators” A new algorithm effectively classifies Alopecia Areata, aiding early detection and treatment.
2 citations
,
November 2018 in “Indian Journal of Pharmaceutical Education” The developed model can predict effective 5-alpha-reductase enzyme inhibitors.
1 citations
,
September 2025 in “Journal of Ultrasound in Medicine” AI can accurately identify some cosmetic fillers in ultrasound images but needs improvement for others.
1 citations
,
November 2024 VGG19 is more accurate, but MobileNetV2 is faster and uses fewer resources.
Minoxidil and finasteride are recommended for male pattern baldness.
May 2026 in “Zenodo (CERN European Organization for Nuclear Research)” Minoxidil and finasteride are recommended for male pattern baldness.
January 2026 in “Medicine” Higher LDL cholesterol may increase the risk of hair loss, while HDL cholesterol does not.
Higher cannabis exposure may lead to increased hair loss.
A comprehensive human skin cell atlas was created to better understand skin biology and disease.
A comprehensive human skin cell atlas was created to better understand skin biology and disease.
December 2025 in “Journal of the European Academy of Dermatology and Venereology” The correction does not change the study's main findings.
Higher cannabis use may be linked to more severe hair loss.
Higher cannabis exposure may worsen hair loss.
Machine learning can accurately predict hair loss early, improving treatment options.
September 2025 in “Matics Jurnal Ilmu Komputer dan Teknologi Informasi (Journal of Computer Science and Information Technology)” Random Forest Regression is best for predicting baldness risk.
September 2025 in “Bioengineering” The framework helps predict adverse effects of blood thinners, improving drug selection for atrial fibrillation.