Store-and-forward teledermatology based on photographs taken with a smartphone by a general practitioner in case of suspicion of melanoma: evaluation of management concordance among dermatologists (Preprint)

2021 ◽  
Author(s):  
Edmond Démoulins ◽  
Heloïse Schmeltz ◽  
Aurélie Gaultier ◽  
Jean Michel Nguyen ◽  
Gaëlle Quereux ◽  
...  

BACKGROUND The incidence of melanoma is increasing worldwide. The effectiveness of treatment is associated with diagnostic and therapeutic delays. In this context, teledermatology (TD), especially store-and-forward TD, is a promising technology, as it can accelerate the care process. However, several studies indicate that the efficiency and reliability of this practice in cases of pigmented skin lesions is not proven and call for further work. OBJECTIVE The main objective of this study was to evaluate management concordance among teledermatologists concerning the appropriate consultation delay when reviewing photographs of suspicious pigmented skin lesions taken with a smartphone by a general practitioner (GP). METHODS Methods: We conducted management concordance analysis among different teledermatologists with experience in TD. The teledermatologists determined the consultation delay to propose to 110 patients with suspicious pigmented skin lesions viewed online based on 241 photographs taken by GPs in a real-life context. The practitioners had to decide among 4 possibilities for care management: 1. urgent need for consultation, 2. nonurgent need for consultation, 3. no need for consultation, and 4. impossible to assess: request for additional information or photographs from the GP. "Major" discordance was defined as follows: one teledermatologist decided that the patient had to receive a consultation within 15 days, while another teledermatologist decided that it was not necessary to see the patient ("simple letter to the attending physician"). RESULTS This study revealed poor agreement among dermatologists when they assessed photographs taken by a GP using a smartphone. The interrater agreement was poor regardless of the analysis modality used. The 2-to-2 interdermatologist management concordance revealed a low Cohen's kappa (between 0.11 and 0.43). Overall agreement was low (Fleiss’ kappa 0.24). We observed major discordance regarding care management for 42 clinical cases (38% of patients). CONCLUSIONS This study is in line with recent studies calling for postponement of the development of store-and-forward TD for the management of skin cancers until additional studies have been carried out.

2020 ◽  
pp. e2020071 ◽  
Author(s):  
Anne Marchetti ◽  
Stephane Dalle ◽  
Delphine Maucort Boulch ◽  
Mona Amini-Adl ◽  
Sébastien Debarbieux ◽  
...  

Background: Teledermoscopy (TDS) improves diagnostic accuracy and decreases the number of unnecessary consultations. Objectives: To determine the diagnostic concordance in tertiary (dermatologist-to-experts) TDS with histopathology/follow-up–based diagnosis. Methods: A descriptive retrospective cohort study including 290 requests. Results: Perfect diagnostic concordance was found in 202 (69.7%) cases and partial agreement in 29 (10%). Disagreement was found in 59 (20.3%) cases. Perfect concordance on the benign/malignant nature of the lesion was found in 227 (78.3%) cases and disagreement in 63 (21.7%). In onychology, diagnostic concordance was perfect in 43 (76.8%) cases, partial in 7 (12.5%), and there was disagreement in 6 (10.7%). Final concordance on the benign/malignant nature of the lesion was perfect in 48 (85.7%) and there was disagreement in 8 (14.3%) nail cases. For pediatric requests, diagnostic concordance was perfect in 29 (65.9%) cases, partial in 5 (11.4%), and there was disagreement in 10 (22.7%). Final concordance on the benign/malignant nature of the lesion was observed in 34 (77.3%) cases, disagreement in 10 (22.7%). Conclusions: This study confirms that tertiary TDS improves diagnostic accuracy of pigmented skin lesions. Moreover, it shows encouraging results in unusual conditions such as ungual and pediatric skin tumors. The main limitation was the retrospective nature and the “real-life” setting of our study that could have created a selection bias toward inclusion of the most difficult cases.


2021 ◽  
Vol 145 ◽  
pp. 81-91
Author(s):  
Roman C. Maron ◽  
Sarah Haggenmüller ◽  
Christof von Kalle ◽  
Jochen S. Utikal ◽  
Friedegund Meier ◽  
...  

Sensors ◽  
2021 ◽  
Vol 21 (15) ◽  
pp. 5172
Author(s):  
Yuying Dong ◽  
Liejun Wang ◽  
Shuli Cheng ◽  
Yongming Li

Considerable research and surveys indicate that skin lesions are an early symptom of skin cancer. Segmentation of skin lesions is still a hot research topic. Dermatological datasets in skin lesion segmentation tasks generated a large number of parameters when data augmented, limiting the application of smart assisted medicine in real life. Hence, this paper proposes an effective feedback attention network (FAC-Net). The network is equipped with the feedback fusion block (FFB) and the attention mechanism block (AMB), through the combination of these two modules, we can obtain richer and more specific feature mapping without data enhancement. Numerous experimental tests were given by us on public datasets (ISIC2018, ISBI2017, ISBI2016), and a good deal of metrics like the Jaccard index (JA) and Dice coefficient (DC) were used to evaluate the results of segmentation. On the ISIC2018 dataset, we obtained results for DC equal to 91.19% and JA equal to 83.99%, compared with the based network. The results of these two main metrics were improved by more than 1%. In addition, the metrics were also improved in the other two datasets. It can be demonstrated through experiments that without any enhancements of the datasets, our lightweight model can achieve better segmentation performance than most deep learning architectures.


Author(s):  
Toshifumi Nomura ◽  
Masae Takeda ◽  
Jin Teng Peh ◽  
Akihiro Orita ◽  
Emi Inamura ◽  
...  

2003 ◽  
Vol 7 (4) ◽  
pp. 489-502 ◽  
Author(s):  
Ela Claridge ◽  
Symon Cotton ◽  
Per Hall ◽  
Marc Moncrieff

2013 ◽  
Vol 10 (2) ◽  
pp. 46-50 ◽  
Author(s):  
D Karn ◽  
S KC ◽  
A Amatya ◽  
EA Razouria ◽  
M Timalsina ◽  
...  

Background Nepalese population with Fitzpatrick skin types III-V has high prevalence of pigmentary disorders and it is a growing cosmetic concern. Q-Switched Neodymium- Doped Yttrium Aluminum Garnet (QS Nd-YAG) laser is an efficacious tool in the treatment of pigment disorders. Objective To highlight the efficacy and safety profile of various pigment disorders. Methods A prospective study done in Dhulikhel Hospital, Kathmandu University Hospital from January 2009 to January 2011. Patients undergoing laser for pigmented skin lesions were followed for response and safety profile. We included total 270 patients in the study with various disorders especially nevus, tattoos and melasma. Settings were repeated at 3-4 weeks interval and response was evaluated on clinical basis. Efficacy was then evaluated according to various parameters. Results For nevus, total 840 treatment sessions had been performed with an average of 6.88 sessions (range 3-11). Nd: YAG laser was very efficacious in removal of blue and black colored tattoos with an average of 7.9 and 9.5 sessions respectively. However, red mixed with blue and or green tattoos were relatively resistant to treatment and required average 10.33 treatment sessions. Melasma and freckles both responded to the therapy but recurrence rate was high. Conclusion Our results indicate that QS Nd: YAG laser is an effective modality for pigment disorders among Nepalese population. Nevus and melasma respond well but recurrence rate of melasma is high. Blue tattoos respond well while mixed colored tattoos are quite resistant to Nd: YAG laser alone. Transient pain and temporary hyperpigmentation are common side effects. Kathmandu University Medical Journal | Vol.10 | No. 2 | Issue 38 | Apr – June 2012 | Page 46-50 DOI: http://dx.doi.org/10.3126/kumj.v10i2.7343


Author(s):  
Roberta B. Oliveira ◽  
Mercedes E. Filho ◽  
Zhen Ma ◽  
João P. Papa ◽  
Aledir S. Pereira ◽  
...  

Cancers ◽  
2010 ◽  
Vol 2 (2) ◽  
pp. 262-273 ◽  
Author(s):  
Alfonso Baldi ◽  
Marco Quartulli ◽  
Raffaele Murace ◽  
Emanuele Dragonetti ◽  
Mario Manganaro ◽  
...  

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