6 citations
,
September 2025 in “Scientific Reports” Machine learning can accurately diagnose PCOS non-invasively using clinical and ultrasound features.
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.
7 citations
,
September 2014 in “Journal of Obstetrics and Gynaecology Research” Ultrasound measurement of the ovarian stroma to total area ratio is not a reliable single predictor of high male hormone levels in Thai women with PCOS, but works better when combined with clinical signs.
2 citations
,
January 2018 in “Springer eBooks” The document explains what healthy skin, nails, and hair look like on an ultrasound.
2 citations
,
September 2023 in “JMIR. Journal of medical internet research/Journal of medical internet research” Machine learning can predict symptoms and quality of life in chronic skin disease patients using smartphone app data, and shows that app use varies with patient characteristics.
Ultrasound and nanocarriers could make breast cancer treatment safer and more effective.
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
,
January 2025 in “BIO Integration” Combining ultrasound and microneedles improves drug delivery through the skin.
Machine learning can accurately predict Polycystic Ovary Syndrome in women using clinical features.
24 citations
,
October 2024 in “Process Biochemistry” Optimal conditions for extracting beneficial compounds from Carthamus caeruleus L. rhizomes were identified, improving efficiency.
20 citations
,
September 2020 in “International journal of computer applications” The Random Forest algorithm was the most accurate at diagnosing Polycystic Ovarian Syndrome.
11 citations
,
January 2022 in “Journal of Cancer” Low intensity ultrasound may reduce side effects of chemotherapy drugs like paclitaxel.
January 2024 in “Wiadomości Lekarskie” AI and robotics are improving treatment and monitoring of neurodegenerative disorders like Parkinson's.
76 citations
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May 2020 in “Ultraschall in der Medizin - European Journal of Ultrasound” The EFSUMB created basic guidelines for using ultrasound in skin-related medical practice.
December 2025 in “Journal of AI” The USA, China, Italy, and Türkiye lead in diverse PRP research, focusing on healing and pain management.
4 citations
,
November 2019 in “Biomedical Journal of Scientific and Technical Research” The document concludes that the acoustic coupler SF-001 is good for skin ultrasound, especially on rough body parts, because it's stable and shows blood vessels well.
4 citations
,
January 2024 in “Therapeutic Advances in Reproductive Health” New ultrasound criteria for diagnosing PCOS in North African patients were successfully established.
2 citations
,
December 2019 in “Textile Research Journal” L-cysteine and ultrasound successfully improved rabbit hair fibers for industrial use.
343 citations
,
October 2015 in “Endocrine Practice” The guide recommends specific methods for diagnosing PCOS and various treatments for its symptoms, while considering the health impacts on adolescents.
55 citations
,
August 2003 in “Ultrasound in Obstetrics and Gynecology” Ultrasound and color Doppler can help diagnose and decide treatment for early puberty in young girls.
10 citations
,
January 2004 in “KARGER eBooks” Diagnosing PCOS in teenage girls is tricky and requires careful evaluation and management.
January 2023 in “Austin Journal of Obstetrics and Gynecology” PCOS affects many young women in KSA, with mild cases being most common.
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.
January 2026 in “Materials Today Bio” The hydrogel speeds up diabetic wound healing by reducing inflammation and promoting skin repair.
May 2025 in “International Journal of Innovations in Science Engineering and Management.” Early diagnosis and surgery are crucial for managing cryptorchidism and related hair loss in dogs.
January 2025 in “Diagnostics” 3D high-frequency ultrasound can help diagnose skin and hair conditions without invasive biopsies.
7 citations
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March 2023 in “Journal of Investigative Dermatology” Low-intensity ultrasound may help protect hair follicles from chemotherapy-induced hair loss.
June 2015 in “Sonography” Ultrasound is effective for diagnosing scrotal cysts, and prompt treatment is crucial to prevent severe complications.
21 citations
,
January 2022 in “Biomaterials Science” RNA delivery is best for in-body use, while RNP delivery is good for outside-body use. Both methods are expected to greatly impact future treatments.
1 citations
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July 2024 in “Skin Research and Technology” High-frequency ultrasound can effectively visualize and assess hair loss.