AIMC Topic: Hair Follicle

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A mechanism-informed deep neural network enables prioritization of regulators that drive cell state transitions.

Nature communications Feb 3, 2025
Cells are regulated at multiple levels, from regulations of individual genes to interactions across multiple genes. Some recent neural network models can connect molecular changes to cellular phenotypes, but their design lacks modeling of regulatory ...
Animals Diabetes Mellitus, Type 2 Single-Cell Analysis Humans Neural Networks, Computer Transcription Factors Gene Expression Regulation Hair Follicle Gene Regulatory Networks Mice Polymorphism, Single Nucleotide
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Deep Hair Phenomics: Implications in Endocrinology, Development, and Aging.

The Journal of investigative dermatology Sep 3, 2024
Hair quality is an important indicator of health in humans and other animals. Current approaches to assess hair quality are generally nonquantitative or are low throughput owing to technical limitations of splitting hairs. We developed a deep learnin...
Humans Hair Aging Phenotype Hair Follicle Animals Deep Learning Phenomics Mice
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A challenge of deep-learning-based object detection for hair follicle dataset.

Journal of cosmetic dermatology Apr 6, 2023
BACKGROUND: Deep-learning object detection has been applied in various industries, including healthcare, to address hair loss.
Male Deep Learning Hair Humans Algorithms Female Hair Follicle Alopecia
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Robot-assisted in situ bioprinting of gelatin methacrylate hydrogels with stem cells induces hair follicle-inclusive skin regeneration.

Biomedicine & pharmacotherapy = Biomedecine & pharmacotherapie Dec 17, 2022
Large skin defects caused by accidents or disease can cause fluid loss, water and electrolyte disorders, hypoproteinemia and serious infection and remain a difficult problem in clinical practice. In situ bioprinting is a promising, recently developed...
Tissue Scaffolds Hair Follicle Gelatin Methacrylates Tissue Engineering Humans Robotics Stem Cells Hydrogels Biocompatible Materials Bioprinting
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Combining Deep Learning With Optical Coherence Tomography Imaging to Determine Scalp Hair and Follicle Counts.

Lasers in surgery and medicine Sep 22, 2020
BACKGROUND AND OBJECTIVES: One of the challenges in developing effective hair loss therapies is the lack of reliable methods to monitor treatment response or alopecia progression. In this study, we propose the use of optical coherence tomography (OCT...
Hair Follicle Scalp Alopecia Deep Learning Tomography, Optical Coherence Hair Humans
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The Emergent Power of Human Cellular vs Mouse Models in Translational Hair Research.

Stem cells translational medicine Oct 21, 2022
Different animal models have been used for hair research and regeneration studies based on the similarities between animal and human skins. Primary knowledge on hair follicle (HF) biology has arisen from research using mouse models baring spontaneous...
Hair Hair Follicle Alopecia Mice Disease Models, Animal Humans Artificial Intelligence Animals
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6-Gingerol inhibits hair cycle via induction of MMP2 and MMP9 expression.

Anais da Academia Brasileira de Ciencias Jan 1, 2017
6-Gingerol is the major active constituent of ginger. In the current study, we aimed to investigate the mechanisms underlying the effects of 6-Gingerol on hair growth. Mice were randomly divided into five groups; after hair depilation (day 0), mice w...
Plant Extracts Fatty Alcohols Hair Follicle Catechols Mice, Inbred C57BL Enzyme Induction Random Allocation Fibroblast Growth Factor 7 Male Transforming Growth Factor beta Matrix Metalloproteinase 9 Mice Female Matrix Metalloproteinase 2 Insulin-Like Growth Factor I Animals Vascular Endothelial Growth Factor A
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Robotic Follicular Unit Graft Selection.

Dermatologic surgery : official publication for American Society for Dermatologic Surgery [et al.] Jun 1, 2016
BACKGROUND: The use of robotic technology to harvest grafts in a follicular unit extraction (FUE) hair transplant procedure has been available since 2011. A new capability of the robotic system is to harvest follicular units based on the number of ha...
Hair Follicle Scalp Alopecia Robotics Transplantation, Autologous Tissue and Organ Harvesting Humans Male
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Commentary on Robotic Follicular Unit Graft Selection.

Dermatologic surgery : official publication for American Society for Dermatologic Surgery [et al.] Jun 1, 2016
Humans Robotics Alopecia Hair Follicle
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Commentary on robotic follicular unit extraction in hair transplantation.

Dermatologic surgery : official publication for American Society for Dermatologic Surgery [et al.] Feb 1, 2015
Tissue and Organ Harvesting Hair Follicle Alopecia Humans Robotics
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