5 citations
,
January 2025 in “Burns & Trauma” Machine learning and single-cell analysis improve understanding and treatment of wound healing.
13 citations
,
February 2025 in “Nature Communications” A new neural network helps identify key regulators in cell changes, aiding in understanding diseases and finding new treatments.
1 citations
,
January 2026 in “Frontiers in Cell and Developmental Biology” AI improves biomaterial design by making it faster, cheaper, and more effective for personalized medicine.
1 citations
,
January 2023 in “IEEE access” Deep learning helps detect skin conditions and is advancing dermatology diagnosis and treatment.
June 2025 in “International Journal of Computational Intelligence Systems” The TPAP method effectively categorizes androgenetic alopecia patients with high accuracy, but needs real-world validation.
February 2026 in “Pharmaceuticals” KRDQN effectively predicts adverse drug reactions with high accuracy and clear explanations.
110 citations
,
February 2024 in “Journal of Chemical Information and Modeling” PandaOmics uses AI to find new disease treatment targets and biomarkers.
December 2025 in “Biomedicines” Addressing body image and weight can help improve female sexual dysfunction.
A high neutrophil-to-lymphocyte ratio may predict poor response to hair loss treatment.
1 citations
,
March 2024 in “Skin research and technology” A new AI model diagnoses hair and scalp disorders with 92% accuracy, better than previous models.
85 citations
,
March 2008 in “Journal of Cell Science” The mutation causing Hutchinson-Gilford progeria syndrome leads to severe skin problems and early death in mice.
January 2024 in “International Journal of Advanced Computer Science and Applications” Deep learning and explainable AI are improving scalp disorder diagnosis, but challenges in transparency and data quality remain.
266 citations
,
November 2013 in “European Journal of Epidemiology” The Rotterdam Study aims to understand disease causes in the elderly and has found new risk factors and genetic influences on various conditions.
336 citations
,
August 2015 in “European Journal of Epidemiology” The Rotterdam Study found risk factors for elderly diseases, links between lifestyle and genetics with health conditions, and aimed to explore new areas like DNA methylation and sensory input effects on brain function.
June 2025 in “Journal of Cosmetic Dermatology” AI improves aesthetic medicine but faces challenges like biases and privacy issues that need addressing for successful integration.
2 citations
,
November 2025 in “Cancer Imaging” Ultrasound-based radiomics and radiogenomics can improve ovarian cancer diagnosis and treatment, but need better standardization and AI tools.
1 citations
,
September 2020 in “Prometheus” Over-reliance on automation limits human problem-solving in emergencies.
1 citations
,
October 2019 in “Medicina UPB” Multiple treatment comparison meta-analyses help doctors make better decisions by comparing different interventions.
March 2026 in “International Journal of Science Strategic Management and Technology” WomenCare helps predict PCOD risk in women to encourage early medical consultation.
February 2024 in “Frontiers in physics” The new model detects hair clusters more accurately and efficiently, helping with early hair loss treatment and diagnosis.
2 citations
,
March 2023 in “Research Square (Research Square)” Forensic DNA phenotyping faces challenges due to inconsistent terminology, limited genetic understanding, and debates over technology and models.
January 2008 in “Dialnet (Universidad de la Rioja)” Alopecia can be linked to autoimmune diseases and shows different hair loss patterns.
24 citations
,
March 2022 in “Genome biology” scINSIGHT accurately identifies cell clusters and gene patterns in complex data.
1 citations
,
February 2025 in “International Journal of Scientific Research and Management (IJSRM)” Pharmaceutical supply chains need stronger strategies and collaboration to ensure continuous medical product supply during pandemics.
32 citations
,
June 2024 in “Pharmaceutics” Nanoformulations improve drug delivery through the skin, reducing side effects and enhancing effectiveness.
2 citations
,
November 2025 in “Briefings in Bioinformatics” Data-driven methods can effectively identify existing drugs for new uses, especially in cancer, infections, and respiratory diseases.
2 citations
,
November 2012 in “Archimer (Ifremer)” Marxan is better for designing Marine Protected Areas in the Eastern English Channel.
1 citations
,
October 2025 in “Micromachines” Portable point-of-care testing can improve quick and accurate genetic disorder detection.
Machine learning improves DNA predictions for eye and hair color, but challenges remain for skin tone and facial features.
October 2025 in “Frontiers in Artificial Intelligence” "HairSentinel" accurately detects hairfall trends using simple user data, helping identify health risks early.