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Deep Learning-Based Dermatological Condition Detection: A Systematic Review With Recent Methods, Datasets, Challenges, and Future Directions

research Deep Learning-Based Dermatological Condition Detection: A Systematic Review With Recent Methods, Datasets, Challenges, and Future Directions

1 citations , January 2023 in “IEEE access”

This review examines advancements in deep learning methods for detecting dermatological conditions from dermoscopic images, summarizing available datasets and suggesting future research directions, but reports no new results.

Prevalence and Clinical Spectrum of Dermatologic Conditions in Renal Transplant Recipients: A 10-Year Retrospective Cross-Sectional Study

research Prevalence and Clinical Spectrum of Dermatologic Conditions in Renal Transplant Recipients: A 10-Year Retrospective Cross-Sectional Study

April 2026 in “Clinical Cosmetic and Investigational Dermatology”

In this retrospective study, the researchers found that infectious dermatologic conditions were most common among renal transplant recipients, with viral warts being the prevalent infectious condition, while increasing age and sex were associated with varying odds of developing different dermatologic issues.

research DERMATOLOGICAL CONDITIONS IN TRANSGENDER PATIENTS: A SYSTEMATIC REVIEW

December 2025 in “International Journal of Innovative Technologies in Social Science”

This study systematically reviewed dermatological conditions affecting transgender and gender-diverse individuals, highlighting that testosterone therapy can induce acne in 25–88% of transgender men and alopecia after over two years, while dermatologic care must consider both medical and social complexities.

Prevalence of Dermatological Conditions in Tribal Area of Timbi, Bhavnagar (Saurashtra)

research Prevalence of dermatological conditions in tribal place of Timbi, Bhavnagar (Saurashtra)

June 2017 in “International Journal of Research in Dermatology”

In this study, researchers observed that skin conditions in Timbi are influenced by occupation, literacy, and systemic diseases, with widespread improper steroid use contributing to complications.

research Adolopment of clinical practice guidelines and creation of referral pathways for dermatological conditions in Pakistan

July 2025 in “The Lancet Regional Health - Southeast Asia”

This Health Policy report outlines the creation of evidence-based clinical practice guidelines and referral pathways for managing dermatological conditions in Pakistan's primary care setting, aiming to standardize care and improve patient outcomes.

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community Don't use PP405 from everychem. it is likely fake.

63 upvotes 1 year ago

PP405 from Everychem is likely fake and potentially harmful, with concerns about its stability and the risk of using the wrong MPC inhibitor, which could damage hair follicles. The real PP405 was studied under strict conditions, and DIY attempts are discouraged due to unknown formulation and quality control.

community DUPA/Retrograde might not be DHT based...GET A BIOPSY QUICK or permanent Hair Loss!

41 upvotes 1 year ago

DUPA and retrograde alopecia may not be solely DHT-based, and a biopsy is crucial for accurate diagnosis and treatment. Treatments mentioned include dutasteride, oral minoxidil, pioglitazone, clobetasol, calcipotriol, ketoconazole, and doxycycline, depending on the specific condition.

community Hair Loss Ruins Your Mind: 10x rate of BDD. PF S is not real

in Research/Science 39 upvotes 7 months ago

Hair loss is linked to a higher rate of body dysmorphic disorder (BDD), OCD, and depression. Finasteride and dutasteride are not linked to increased suicidal risk, though some users report mental health side effects.

community Topical Metformin for Hair Transplant donor area skin/hair regeneration?

4 upvotes 1 year ago

Topical Metformin shows potential for regenerating hair follicles and minimizing scarring in hair transplant donor areas, similar to Verteporfin but without its side effects. The discussion suggests considering Metformin for post-hair transplant care, though more human trials are needed.

community Hair loss 30F - thoughts on red light therapy vs min/fin?

5 upvotes 1 year ago

The conversation discusses hair loss treatments for a 30-year-old female, comparing red light therapy with minoxidil and finasteride. Concerns about hormonal impact and potential pregnancy are raised, with suggestions to consider spironolactone and microneedling, while emphasizing the importance of consulting a dermatologist.

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