People on Reddit generally have positive opinions about hair loss treatments.
January 2024 in “World Journal of Management Science” Data visualization tools are crucial for understanding and advancing androgenetic alopecia research.
September 2022 in “Research Square (Research Square)” The AI model DIET-AI effectively diagnoses skin diseases as well as doctors.
1 citations,
January 2019 The document concluded that biomedical knowledge changes over time and the study evaluated a new method to track these changes.
July 2024 in “Journal of Education For Sustainable Innovation” Visualizing data helps guide future androgenetic alopecia research and policies.
1 citations,
October 2023 Syntax-based neural networks can match Transformers in handling unseen sentences.
Pre-trained Transformers need extreme retraining to perform well on DarkNet data.
AnnoPharma effectively identifies substances causing adverse drug reactions in medical abstracts.
Reviewers criticized the study for assuming drugs with similar side-effects work the same way and questioned the validity of its findings due to potential biases and data quality issues.
37 citations,
December 2014 in “Journal of Biomedical Informatics” Researchers created LabeledIn, a detailed list of drug uses, showing the importance of human input in making such lists.
232 citations,
January 2016 in “BMC Bioinformatics” The method can effectively extract biomedical information without needing expert annotation, performing better than previous models.
34 citations,
January 2020 in “IEEE Access” A model called PM-DBiGRU was developed for analyzing sentiments in drug reviews, and it performed better than other models, but struggled with complex sentences and situations requiring background knowledge.
The method creates realistic, anonymous acne face images for research, achieving 97.6% accuracy in classification.
42 citations,
January 2018 in “Expert review of precision medicine and drug development” Drug repositioning is becoming more targeted and efficient with new technologies, offering personalized treatment options and growing interest in the field.
8 citations,
August 2020 in “PLOS Computational Biology” A machine learning model called CATNIP can predict new uses for existing drugs, like using antidepressants for Parkinson's disease and a thyroid cancer drug for diabetes.
4 citations,
November 2017 in “Scientific Reports” The research provides a gene-based framework for hair biology, highlighting the Hippo pathway's importance and suggesting links between hair disorders, cancer pathways, and the immune system.
1 citations,
February 2024 in “npj digital medicine” Researchers improved a skin disease diagnosis model using online images, achieving up to 49.64% accuracy.
1 citations,
May 2017 in “InTech eBooks” Hair loss in Androgenetic alopecia (AGA) is due to altered cell sensitivity to hormones, not increased hormone levels. Hair growth periods shorten over time, causing hair to become thinner and shorter. This is linked to miscommunication between cell pathways in hair follicles. There's also a change in gene expression related to blood vessels and cell growth in balding hair follicles. The exact molecular causes of AGA are still unclear.
Kalya Research is an AI tool that effectively finds and analyzes alternative medicine literature, saving researchers time.
September 2023 in “medRxiv (Cold Spring Harbor Laboratory)” Long-COVID has diverse, long-term health impacts, especially in young people.
April 2021 in “The journal of investigative dermatology/Journal of investigative dermatology” Patients using social media have mixed feelings about alopecia treatments, noting hair growth but also frustration with treatment recurrence.
29 citations,
May 2016 in “Journal of the American Academy of Dermatology” Patients with alopecia areata might have a lower risk of stroke and possibly heart attack.
20 citations,
March 2017 in “Arthritis research & therapy” Social media can help compare the effectiveness and safety of new arthritis medications.
1 citations,
September 2022 in “JAAD international” Patients generally feel positive about alopecia areata treatments, but emotions vary by treatment type.
57 citations,
June 2021 in “Science” Women inventors focus more on women's health, but there are few of them.
Curcuma aeruginosa Roxb. may help treat hair loss by affecting specific biological pathways.
July 2023 in “Skin health and disease” Most UK survey participants had negative side effects from botulinum toxin injections, with many not fully recovering physically, emotionally, or financially.
The peer review highlighted the need for clearer data handling, questioned the study's validity, and recognized improvements from the original version.
Reviewers suggested the study on finding new drug uses through social media side-effects needs better methods and clearer limitations.
The study improved and was accepted despite initial concerns about data clarity, methodology, and potential overfitting.