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Objectives: To understand surveillance practice patterns in melanoma patients with a positive sentinel lymph node (SLN) biopsy.
Methods: A survey was designed, tested for item relevance, readability, and content validity, and subsequently distributed to melanoma surgeons through institutional emails and international societies.
Results: Majority of the 59 respondents were <10 years from training (59.3%), in academia (74.1%), or dedicated >25% of their practice to melanoma (50.8%). Nearly all surgeons (98.3%) would not recommend complete lymph node dissection (CLND) for a 2 mm melanoma with nodal metastasis <1 mm. 79.7% of surgeons claim a significant role in determining the surveillance regimen, and most (57.6%) opt for a combination of nodal basin ultrasound and CT or PET/CT, while 39.0% follow with ultrasound only. No difference in surveillance modality was seen when stratifying time since training (≤10 vs. >10 y; P =0.798). However, for those who dedicate >25% of their practice to melanoma, significantly fewer surgeons report use of ultrasound only (>25%: 13.3% vs. ≤25%: 65.5%; P <0.001). Whereas 33.9% of surgeons state their surveillance strategy is agnostic to patient factors, others claim adherence to appointments (30.5%), distance from hospital (18.9%), and insurance (15.8%) shift their management. Breslow depth >4 mm (27.4%), ulceration (22.2%), and mapping to >1 basin (16.2%) are the most common reasons surgeons obtain cross-sectional imaging. Reasons that deter surgeons against ultrasound as the surveillance modality of choice include reproducibility/interpretation of the results (42.6%), patient preference (25.0%), and medical oncology preference (22.1%).
Conclusions: Despite trials aimed to inform the management of SLN-positive melanoma, surveillance strategies remain largely dependent on provider preference and individual patient factors.
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http://dx.doi.org/10.1097/COC.0000000000001196 | DOI Listing |
Int J Dermatol
September 2025
Dermatology Unit, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy.
Introduction: Cutaneous scalp metastases from breast carcinoma (CMBC) represent an uncommon manifestation of metastatic disease, with heterogeneous clinical presentations, including nodular or infiltrative lesions and scarring alopecia (alopecia neoplastica). The absence of standardized diagnostic criteria, particularly for alopecic phenotypes, poses challenges to early recognition of CMBC, which may represent either the first indication of neoplastic progression or a late recurrence.
Materials And Methods: We retrospectively analyzed a multicenter cohort of 15 patients with histologically confirmed CMBC.
J Clin Exp Hepatol
August 2025
Dept of Histopathology, PGIMER, Chandigarh, 160012, India.
Artificial intelligence (AI) is a technique or tool to simulate or emulate human "intelligence." Precision medicine or precision histology refers to the subpopulation-tailored diagnosis, therapeutics, and management of diseases with its sociocultural, behavioral, genomic, transcriptomic, and pharmaco-omic implications. The modern decade experiences a quantum leap in AI-based models in various aspects of daily routines including practice of precision medicine and histology.
View Article and Find Full Text PDFFront Comput Neurosci
August 2025
Department of Biomedical Engineering, Viterbi School of Engineering, University of Southern California, Los Angeles, CA, United States.
Artificial neural networks are limited in the number of patterns that they can store and accurately recall, with capacity constraints arising from factors such as network size, architectural structure, pattern sparsity, and pattern dissimilarity. Exceeding these limits leads to recall errors, eventually leading to catastrophic forgetting, which is a major challenge in continual learning. In this study, we characterize the theoretical maximum memory capacity of single-layer feedforward networks as a function of these parameters.
View Article and Find Full Text PDFJ Healthc Sci Humanit
January 2024
Program Manager, Center for Biomedical Research/Research Centers in Minority Institutions (TU CBR/RCMI), Department of Biology, College of Arts and Sciences (CAS), Tuskegee University, Phone: (334) 724-4391, Email:
The emergence of the Novel COVID-19 Pandemic has undoubtedly impacted the lives of individuals across the globe. It has drawn the attention of major public health agencies as they work intensely towards understanding the behavior of the virus causing the disease, while simultaneously establishing ways to curb the spread of the virus among populations. As of the time of writing, 7,949,973 confirmed cases have been reported globally; with the United States (US) contributing to 26.
View Article and Find Full Text PDFJ Healthc Sci Humanit
January 2024
Formerly Associate Professor of Epidemiology and Risk Analysis, Department of Pathobiology/Department of Graduate Public Health, College of Veterinary Medicine, Tuskegee University, Phone: (334) 524-1988, Email:
The COVID-19 pandemic is a highly infectious disease of paramount public health importance. COVID-19 is mainly transmitted via human-to-human contact. This could be through self-inoculation resulting from failure to observe proper hand hygiene and infection control practices.
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