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AI infrastructure

MDalgorithms Inc.

MDalgorithms is revolutionizing dermatology by delivering convenient, effective AI-powered solutions for skin and hair care. Since pioneering machine-learning models for acne treatment in 2017, we’ve advanced to develop the world’s first AI-powered scalp analysis for hair regrowth. Our proprietary AI technology, built entirely in-house, analyzes blemishes, lesions, and hair conditions with unmatched precision, utilizing the largest global dataset of acne and scalp images. Clinically validated an

sources
1
Evidence entries preserved.
affiliations
1
Y Combinator
competitors
6
Mapped from High Signal graph features.
status
generated
D1 lookup
last updated
2026-07-15
16:41 UTC
source evidence
Why this company exists here

Y Combinator

yc-company-directory #3782

MDalgorithms is revolutionizing dermatology by delivering convenient, effective AI-powered solutions for skin and hair care. Since pioneering machine-learning models for acne treatment in 2017, we’ve advanced to develop the world’s first AI-powered scalp analysis for hair regrowth. Our proprietary AI technology, built entirely in-house, analyzes blemishes, lesions, and hair conditions with unmatched precision, utilizing the largest global dataset of acne and scalp images. Clinically validated an

source
generated read
High Signal interpretation

MDalgorithms Inc. is classified as AI infrastructure from source descriptions and fund-directory context. Similar companies below are ranked from offline product facets and meaningful description overlap; category and source affiliation can only strengthen an existing product match. For lookup-created rows, the profile starts as pending enrichment until deeper source collection runs.

offline extraction
Product facets
dermatologyAI technologymachine-learning modelsskin and hair care
mapping method
Similarity graph

Local clusters rerank extracted product concepts and description terms. The generated graph remains the fallback for sparse descriptions: offline reciprocal product-similarity graph: extracted concepts + description terms + bounded category/affiliation boosts. Minimum fallback score: 0; max competitors: 6.

discovery cluster

Companies similar to MDalgorithms Inc.

AI infrastructure · 6 peers

A deterministic local cluster built from offline product facets and meaningful description terms. Category and selected-institution affiliation provide bounded tie-breaks. Open any peer to continue exploring its cluster.

Rubitection

match 76

Rubitection is an AI-enabled medical device and care management platform focused on improving early detection and monitoring of chronic wounds, dermatologic conditions, and vascular health. By combining multi-sensor skin measurements with AI-driven image and data analysis, Rubitection helps clinicians identify risk earlier, personalize treatment, and reduce avoidable complications and costs across care settings--from hospitals to long-term and home care.

shared extracted concept terms: skin, care; shared product terms: skin, care, treatment, analysi; shared product theme: health and clinical care; same category: AI infrastructure

Mindset Health

match 69

We help healthcare providers treat their gastrointestinal patients with AI-delivered therapy. Using machine learning and large language models, we learn from therapy data, outcomes, and physiology to deliver adaptive, scalable treatments for conditions like IBS - without the waitlist.

shared extracted concept terms: machine, model; shared product terms: deliver, machine, model, treatment; shared product theme: health and clinical care; same category: AI infrastructure; shared affiliation: Y Combinator

LunaJoy Health

match 66

LunaJoy is building the AI-powered care platform for precision mental health—starting with women. We integrate intelligent automation with specialized clinical services to deliver scalable, life-stage-specific care—from adolescence to pregnancy, postpartum, infertility, miscarriage, perimenopause, and aging. By embedding AI agents into care navigation, triage, and decision support, we reduce costs, accelerate outcomes, and personalize treatment at scale. Our hybrid care model blends targeted psy

shared extracted concept terms: care, model; shared product terms: care, precision, deliver, treatment; shared product theme: health and clinical care; shared affiliation: Y Combinator

Mecha Health

match 59

Mecha Health builds foundation models to automate x-ray analysis for radiologists. We take medical images and process them using proprietary models to produce accurate draft medical reports. Our first model was built in less than two months, and beat Microsoft, Google, and OpenAI on clinical accuracy metrics. On top of that, it’s two orders of magnitude smaller and trained with a quarter of the data. We are partnering with the largest privately owned radiology practice in the US and a multinatio

shared extracted concept terms: model; shared product terms: model, analysi, proprietary, largest; shared product theme: health and clinical care; same category: AI infrastructure; shared affiliation: Y Combinator

PostEra

match 51

PostEra is building a modern 21st century biopharma. We're using our advances in machine learning to accelerate Medicinal Chemistry and bring more cures to patients. PostEra advances small molecule programs through partnerships with biopharma while also advancing its own internal pipeline. We've raised $26M from top investors and closed $1Bn in AI partnerships, signing multi-year agreements with Amgen, Pfizer and the NIH. PostEra also launched and led the world's largest open-science drug discov

shared extracted concept terms: machine; shared product terms: machine, ve, advanc, largest; shared product theme: health and clinical care; same category: AI infrastructure; shared affiliation: Y Combinator

FirstDerm

match 36

Our first vertical is dermatology; First Derm provides the fastest and most convenient way to ask a board certified dermatologist about any of your skin concerns.

shared extracted concepts: dermatology; shared product terms: dermatology, convenient, skin