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A Simple Decision Tree for Identifying Early Oral Drug Candidates With Likely Pharmacokinetic Nonlinearity by Intestinal CYP3A Saturation

research A Simple Decision Tree Suited for Identification of Early Oral Drug Candidates With Likely Pharmacokinetic Nonlinearity by Intestinal CYP3A Saturation

November 2020 in “Journal of Pharmaceutical Sciences”

This study suggests a decision tree using in vitro metabolic clearance to identify early drug candidates likely to experience nonlinear pharmacokinetics due to intestinal CYP3A-related metabolism.

research Comparison of Linear Regression, Decision Tree Regression, and Random Forest Regression Algorithms in Predicting Baldness Risk

September 2025 in “Matics Jurnal Ilmu Komputer dan Teknologi Informasi (Journal of Computer Science and Information Technology)”

This study found that among various predictive models for baldness risk, Random Forest Regression performed best with the lowest mean squared error and highest R², indicating strong predictive accuracy, especially with complex datasets, while Linear Regression was better suited to simpler datasets.

research Prediction of Alopecia Areata using CNN

15 citations , May 2023

The authors of this study developed a novel CNN architecture aimed at improving detection of Alopecia Areata through image-based datasets, achieving a top accuracy of 98% compared to four other machine learning models.

research Application of big data analytics in minoxidil drug development: a data-driven model for predicting efficacy and side effect risks

November 2025

This study found that a data-driven model using XGBoost effectively predicts individualized responses to minoxidil for androgenetic alopecia, outperforming traditional methods in accuracy and reliability.

research A Fuzzy Logic-Based Computational Framework for Precision Triage in Androgenetic Alopecia: A Simulated Biomarker-Driven Approach

June 2025 in “International Journal of Computational Intelligence Systems”

This study introduces a novel computational model using fuzzy logic and multi-criteria decision-making techniques to create a triage system for androgenetic alopecia management, stratifying patients into seven severity levels and aiding in resource allocation and treatment planning.

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Community Join

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community If you gentlemen are balding like myself, I encourage you to try shaving.

in Shaved/buzzed 1608 upvotes 1 year ago

A user encouraged others experiencing hair loss to try shaving their heads, sharing their own positive experience despite briefly using finasteride and natural methods. Responses were mixed, with some supporting the decision and others suggesting treatments like minoxidil and finasteride, while many commented on the appearance changes.

community 23M 9 months (dut + minox + prp)

169 upvotes 11 months ago

A 23-year-old male experienced significant hair improvement over 9 months using dutasteride, minoxidil, finasteride, PRP, and red light therapy, with no side effects. He plans to continue treatment for 6 more months before deciding on a hair transplant.

community The EU has Finasteride and Dutasteride under review at risk of getting banned.

in Finasteride/Dutasteride 159 upvotes 1 year ago

Finasteride and Dutasteride are under review in the EU due to concerns about side effects like depression, but they are unlikely to be banned. Access to these medications varies, with easier availability in the UK compared to some EU countries.

community Balding absolutely ruined my life at 17.

in Finasteride/Dutasteride 210 upvotes 2 years ago

A user is struggling with hair loss at 17 and has been using finasteride for 5 months and minoxidil for 11 months without seeing regrowth. Other users encourage continuing treatment, sharing their own experiences with finasteride, minoxidil, and dermarolling, and emphasizing patience and acceptance.

community Why do some doctors just lie to our faces ?

22 upvotes 6 months ago

A 19-year-old is frustrated with doctors giving misleading information about hair loss treatments, specifically finasteride and minoxidil. They plan to self-administer finasteride due to concerns about side effects and lack of supportive medical guidance.

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Dr. Thaweeporn Treepraphakorn