April 2026 in “Scientific Reports” The study introduces MSF-VMDNet, a novel deep learning model designed for multi-class segmentation of skin cancer whole-slide images, addressing the complexity of differentiating 10 distinct tissue classes. This model combines U-Net and Vision Mamba dual encoders to enhance feature extraction and segmentation accuracy. The U-Net encoder uses an improved AFNO spectral decomposition module for high-resolution semantic information, while the Vision Mamba encoder optimizes long-range dependency modeling. The SCConv module fuses features from various frequency domains and spatial levels. MSF-VMDNet outperforms existing methods, achieving an MIoU of 95.37% and a Dice coefficient of 95.11%, and demonstrates strong generalization across multiple datasets.
October 2021 in “bioRxiv (Cold Spring Harbor Laboratory)” The Hair Cell Analysis Toolbox automates and improves the analysis of cochlear hair cells using machine learning.
822 citations
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January 2021 in “Genome biology” scMC effectively separates biological signals from technical noise in single-cell genomics data.
1 citations
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September 2017 C-scores can help predict gain-of-function and loss-of-function mutations.
August 2002 in “British journal of ophthalmology” Surgical excision is the best treatment for SCC, but intralesional cidofovir might be a viable alternative.
24 citations
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March 2022 in “Genome biology” scINSIGHT accurately identifies cell clusters and gene patterns in complex data.
Convulsofin effectively treats primary epilepsy but has some side effects.
2 citations
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August 2002 in “British Journal of Ophthalmology” Tangent screens help detect visual field defects from vigabatrin.
3 citations
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October 2021 in “bioRxiv (Cold Spring Harbor Laboratory)” scINSIGHT helps understand single-cell gene expression better than current methods.
12 citations
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July 2011 in “European Journal of Dermatology” The VSCAPSI is a helpful method for evaluating the severity of scalp psoriasis.
September 2023 in “Journal of the American Academy of Dermatology” The model can effectively identify good quality skin images but needs more testing for real-world use.
2 citations
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May 2017 in “The Journal of Dermatology” A Japanese bone marrow transplant patient developed a rare skin cancer possibly linked to long-term use of the medication voriconazole.
January 2024 in “Skin Appendage Disorders” Serial Excision Technique improves appearance and quality of life for cicatricial alopecia patients.
43 citations
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December 1988 in “International Journal of Bio-Medical Computing” 
April 2019 in “Journal of Investigative Dermatology” The search scheme SMRI is faster and more secure for retrieving encrypted data from the cloud.
March 2012 in “Hair transplant forum international” The document's conclusion cannot be summarized because the content is not accessible.
April 2021 in “Elsevier eBooks” The document's conclusion cannot be provided because the document is not accessible or understandable.
January 1995 in “Expert Systems with Applications” 
1 citations
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January 2016 Learn how to do hair restoration surgery.
September 2013 in “Hair transplant forum international” The conclusion cannot be provided because the document is not accessible.
28 citations
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June 2003 in “Applied immunohistochemistry & molecular morphology” Combining cell conditioning with mild protease digestion effectively shows versican mRNA in mouse skin sections.
4 citations
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March 2013 in “InTech eBooks” Confocal Laser Scanning Microscopy (CLSM) is a useful tool for studying how drugs interact with skin and diagnosing skin disorders, despite some limitations.
January 2025 in “Journal of Imaging Informatics in Medicine” 10 citations
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August 2002 in “British Journal of Ophthalmology” Surgical excision is the best treatment for SCC, but intralesional cidofovir might be a good alternative.
September 2022 in “British Dental Journal” Buy the basic tools you need quickly.
June 2025 in “Journal of General-Procedural Dermatology & Venereology Indonesia” Serial excision effectively removed a large scalp lesion with minimal scarring and no hair loss.
March 2019 in “Hair transplant forum international” The document's conclusion cannot be determined.
February 2026 in “American Journal of Case Reports” AS-OCT is crucial for diagnosing VZV interstitial keratitis and avoiding unnecessary treatments.
November 2024 in “Image Analysis & Stereology” The method improves hair image segmentation accuracy while reducing annotation costs.
October 2022 in “The Laryngoscope” The InCISE score is a promising tool for assessing wound healing in head and neck surgery but needs more research for broader use.