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5 / 1000+ resultsresearch PEDL-XAI: A Hybrid Probabilistic Ensemble Deep Learning Approach for Hair Disorder Diagnosis
The study introduces an Explainable Artificial Intelligence (XAI)-based system for diagnosing hair disorders, addressing the limitations of conventional methods that often overlook the complex interplay of factors like genetics and stress. Utilizing the Flask web framework, the system employs various machine learning algorithms and introduces a novel hybrid Probabilistic Ensemble Deep Learning (PEDL) model, which combines a Probabilistic Neural Network with a Sparse Representation Classifier. This model achieves a high accuracy of 0.9950, surpassing traditional approaches. The integration of XAI techniques allows for transparent predictions, identifying key factors, assessing risks, and providing personalized recommendations for hair loss evaluation, treatment, and hormonal impact analysis.
research Scalp Disorder Imaging: How Deep Learning and Explainable Artificial Intelligence are Revolutionizing Diagnosis and Treatment
Deep learning and explainable AI are improving scalp disorder diagnosis, but challenges in transparency and data quality remain.
research JAK-centric explainable few-shot gene-expression diagnosis framework for alopecia via MultiPLIER priors and relation-style set-to-set comparison
A new method helps diagnose alopecia areata using specific gene markers and could guide targeted treatments.
research A machine learning approach for non-invasive PCOS diagnosis from ultrasound and clinical features
Machine learning can accurately diagnose PCOS non-invasively using clinical and ultrasound features.
research ANAIS DO I CONGRESSO MÉDICO DE FORMOSA - COMEF
Dutasteride is more effective and better tolerated than finasteride for hair loss treatment.
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5 / 1000+ resultscommunity Min since August, fin in november
A 21-year-old's hair loss journey which involved using Minoxidil twice daily, finasteride 1mg/day, and PRP treatments every month for 2 months with the results seen in two videos; as well as beliefs about no poo concept.
community [13-Year Hair Loss Journey – Reached Norwood 7, Trying Again in 2025 (Male, 32, Vietnam)]
A 32-year-old man from Vietnam, at Norwood 7 hair loss, is using Minoxidil, Finasteride, rosemary oil, NMN, and CoQ10 to regrow hair. Despite minor improvements, alternatives like hair systems or accepting baldness are suggested due to advanced hair loss.
community RU users hands up I wanna hear your miracolous and horror stories.
The experiences of users who have used RU58841 to treat hair loss, including both positive and negative effects. Some side effects reported include chest pain, joint pain in the hands, tinnitus, and increased heartbeat.
community Oral min 2.5mg closing in on 3 months
_the_orange_box_'s experience using oral minoxidil, with discussion about finasteride and the potential side effects of both treatments. Other users shared their own experiences related to hair loss treatments.
community KX-826 , a small change in the pipeline
KX-826 is undergoing trials for hair loss treatment, showing similar effectiveness between 0.5% and 1.0% dosages, with mild side effects compared to finasteride. Users discuss combining KX-826 with other treatments like minoxidil and clascoterone for better results.