research Attention Balanced Multi-Dimension Multi-Task Deep Learning for Alopecia Recognition
The new deep learning system can accurately recognize hair loss conditions with a 95.11% success rate.
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research Aspect-Level Drug Reviews Sentiment Analysis Based on Double BiGRU and Knowledge Transfer
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.
research Androgen Signaling Regulates SARS-CoV-2 Receptor Levels and Is Associated with Severe COVID-19 Symptoms in Men
Male hormones affect COVID-19 severity and certain drugs targeting these hormones could help reduce the risk.
research The Dark Side of the Language: Pre-Trained Transformers in the DarkNet
Pre-trained Transformers need extreme retraining to perform well on DarkNet data.
research The Dark Side of the Language: Syntax-Based Neural Networks Rivaling Transformers in Unseen Sentences
Syntax-based neural networks can match Transformers in handling unseen sentences.
research Hair and Scalp Disease Detection Using Machine Learning and Image Processing
The machine learning model accurately detected hair loss and scalp diseases using processed images.
research Weakly Supervised Learning of Biomedical Information Extraction from Curated Data
The method can effectively extract biomedical information without needing expert annotation, performing better than previous models.
research Hair Cluster Detection Model Based on Dermoscopic Images
The new model detects hair clusters more accurately and efficiently, helping with early hair loss treatment and diagnosis.
research Optimizing Skin Disease Diagnosis: Harnessing Online Community Data With Contrastive Learning and Clustering Techniques
Researchers improved a skin disease diagnosis model using online images, achieving up to 49.64% accuracy.
research Detecting Shortcut Learning for Fair Medical AI Using Shortcut Testing
The ShorT method can detect and help reduce bias in medical AI by identifying shortcut learning.
research The Role of 3Rs in the Age of One Health: Where We Are and Where We’re Going
Innovative methods are reducing animal testing and improving biomedical research.
research Research on Mental Stress Recognition of Depressive Disorders in Patients with Androgenic Alopecia Based on Machine Learning and Fuzzy K-Means Clustering
The FAW-FS algorithm improves depression recognition, and psychological interventions help AGA patients' mental health.
research Deep Learning-Based Dermatological Condition Detection: A Systematic Review With Recent Methods, Datasets, Challenges, and Future Directions
Deep learning helps detect skin conditions and is advancing dermatology diagnosis and treatment.
research Estimating Scalp Moisture In A Hat Using Wearable Sensors
A hat with sensors can measure scalp moisture well, helping with hair care.
research How to Assess Dermatology Resident Surgical Training: New Techniques
New evaluation tools are needed for better surgical training in dermatology residency programs.
research Drug Repurposing Against KRAS Mutant G12C: A Machine Learning, Molecular Docking, and Molecular Dynamics Study
Afatinib, neratinib, and zanubrutinib could be effective against KRASG12C-mutant tumors.
research Androgens Protect Against Apolipoprotein E4-Induced Cognitive Deficits
Androgens can help prevent memory problems caused by apoE4.
research Book Review
The book is highly praised as an essential resource for plastic surgeons, despite minor gaps.
research The Placebo Effect And Randomized Trials: Analysis Of Conventional Medicine
The document concludes that it's important to understand the placebo effect when evaluating the effectiveness of treatments in medical trials.
research Review of Robotic Surgery Platforms and End Effectors
The document concludes that surgical robots improve surgery and recovery but are costly and can stress surgeons due to less patient contact.
research Optimization of Minoxidil Microemulsions Using Fractional Factorial Design Approach
The study found a way to improve a skin-applied minoxidil formula using a specific design method.
research Androgen Therapy in Women: A Reappraisal: An Endocrine Society Clinical Practice Guideline
The guidelines advise against using testosterone and DHEA in women for most conditions due to safety and effectiveness concerns, but suggest considering testosterone for postmenopausal women with low sexual desire.
research South Asian Epidemic of Antifungal Therapeutic Failures: Congress Proceedings and Take-home Messages. First International Congress of SAARCUM: South Asian Alliance Against Recalcitrant Cutaneous Mycosis. 17 November 2018, Medanta – The Medicity, Gurugram, India
The congress concluded that misuse of antifungal drugs in South Asia has led to widespread treatment failure, and new approaches and regional cooperation are needed.
research Comparative Topic Analysis of Japanese and Chinese Bloggers
Chinese and Japanese bloggers discuss different topics and have varying opinions, reflecting cultural differences.
research Long-Term Administration of Triterpenoids From Ganoderma Lucidum Mitigates Age-Associated Brain Physiological Decline via Regulating Sphingolipid Metabolism and Enhancing Autophagy in Mice
Taking triterpenoids from Ganoderma lucidum over a long time can help slow down brain aging and improve overall health in mice.
research Strategic Decision-Making in Healthcare Organizations: It Is Time to Get Serious
Healthcare organizations must seriously focus on strategic decision-making to succeed in a complex market.
research Friends Turned Foes: Angiogenic Growth Factors Beyond Angiogenesis
Some growth factors, while important for normal body functions, can cause diseases when not regulated properly.
research Failures of DNA Methylation Clocks and Development of a Noise Barometer for Measuring Epigenetic Pressure of Aging and Disease
Elastic Net DNA methylation clocks are inaccurate for predicting age and health status; a "noise barometer" may better indicate aging and disease.
research Integrated Model of Care for Polycystic Ovary Syndrome
The document concludes that women with PCOS need a comprehensive care model that covers reproductive, metabolic, and psychological health to improve their quality of life.
research Forensics in Dermatology: Part II
Dermatologists play a key role in identifying and documenting signs of abuse and injury for forensic investigations.