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Background: Melanoma of the sole is an aggressive rare form, often diagnosed late. Plantar atypical nevi (pAN) are frequently misdiagnosed as plantar early melanomas (pEM) and therefore excised. Our aim was to develop a clinical-dermoscopic risk-scoring model to help discriminate these plantar atypical melanocytic lesions (pAMLs).
Materials And Methods: We collected 490 pAMLs (98 pEM, 392 pAN) paired with histopathological diagnosis, dermoscopic and clinical image, maximum lesion diameter, plantar location and age and sex of the patient from 17 European centres. This plantar dataset was grouped into training (261), validation (174) and testing (55 pAMLs) subsets. European participants (104 dermatologists, 56 residents) performed a blinded tele-dermoscopic test, including intuitive diagnosis, pattern analysis, rating of case difficulty, diagnostic confidence assessment and management decision.
Results: A total of 2887 dermoscopic evaluations were obtained. The iDScore_plantar model gave an average area under the receiver operating characteristic curve of 0.95 (against 0.77 for pattern analysis). It was composed of the sum of five scores (S) for the following items: maximum diameter 8-12 (S = 1)/>12 mm (S = 5); age 40-50 (S = 2)/>50 years (S = 5); location on heel (S4) or on toes/plantar eminence (S = 2); asymmetry of colours (S = 2) and/or asymmetry of structures (S = 1). 'Long/short follow-up, biopsy, excision' decisions were matched with four risk ranges: no risk (S = 0-3), low-medium risk (S = 4-8), medium-high risk (S = 9-12) and very high risk (S = 13-17). By applying the model, participants would have reduced the number of misdiagnosed pAN and the number of pAN excised by -25.5% and -27.7%, respectively, and would have increased the number of correctly diagnosed pEM by +18.5%, the number of pEM recommended for surgical excision by +8.5% and the number of pEM recommended directly for surgical excision instead of biopsy by +16.15%.
Conclusion: The iDScore_plantar model proved to be a simple scoring tool to help clinicians in assigning a progressive risk of malignancy to pAMLs.
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http://dx.doi.org/10.1111/jdv.20740 | DOI Listing |
Int J Dermatol
August 2025
Plastic Surgery Department at Hautepierre Hospital, Strasbourg, France.
Clin Neurophysiol Pract
July 2025
BioMag Laboratory, HUS Diagnostic Center, Helsinki University Hospital and University of Helsinki, Helsinki, Finland.
Objective: To investigate the modulation of spinal excitability to sub-motor threshold transcranial magnetic stimulation (TMS) in healthy children and adolescents.
Methods: We paired sub-motor threshold TMS (conditioning) with electrical tibial nerve stimulation (test) to assess changes in the soleus H-reflex at eleven conditioning-test (C-T) intervals. Eleven participants (7.
J Neuroeng Rehabil
July 2025
Department of Electronics and Telecommunications, PolitoBIOMed Lab, Politecnico di Torino, Torino, 10129, Italy.
Background: The detection of gait subphases is pivotal for a comprehensive assessment of gait quality, playing a key role in different applications such as rehabilitation programs, movement disorder diagnostics, and fall prevention strategies. However, few methods provide dynamic subphase segmentation relying solely on plantar pressure signals in real-life, unsupervised conditions. This work aims to present an open-source, flexible toolbox for the automatic detection of gait subphases, and to introduce novel digital gait biomarkers derived from subphase analysis, enabling effective monitoring of frail patients in real-world, challenging environments.
View Article and Find Full Text PDFFront Bioeng Biotechnol
June 2025
Department of Sports Science, University of Kaiserslautern-Landau (RPTU), Kaiserslautern, Germany.
Plantar pressure analysis is a pivotal tool for assessing foot function, diagnosing deformities, and characterizing gait patterns. Traditional proportion-based segmentation methods are often limited, particularly for atypical foot structures and low-quality data. Although recent advances in machine learning (ML) offer opportunities for automated and robust segmentation across diverse datasets, existing models primarily rely on data from single laboratories, limiting their applicability to multicenter datasets.
View Article and Find Full Text PDFRadiol Case Rep
September 2025
Intensive Care Department, NMC Royal Hospital, Khalifa City, Abu Dhabi, United Arab Emirates.
A 26-year-old male patient with no significant medical history presented with a 2-weeks history of fever, dry cough, and progressive dyspnea. Neurological examination showed bilateral extensor plantar responses, suggesting a possible involvement of upper motor neurons and significant cerebellar dysfunction, including wide-based gait, positive dysmetria, and ataxia. Laboratory results confirmed Mycoplasma pneumoniae infection, while initial chest radiography suggested atypical pneumonia.
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