Early SkinDiseaseIdentification Using Deep Neural Network

Skin lesions detection and classification is a prominent issue and difficult even for extremely skilled dermatologists and pathologists.Skin disease is the most common disorder triggered by fungus,viruses,bacteria,allergies,etc.Skin diseases are most dangerous and may be the cause of serious damage.Therefore,it requires to diagnose it at an earlier stage,but the diagnosis therapy itself is complex and needs advanced laser and photonic therapy.This advance therapy involvesfinancial burden and some other ill effects.Therefore,it must use artificial intelligence techniques to detect and diagnose it accurately at an earlier stage.Several techniques have been proposed to detect skin disease at an earlier stage but fail to get accuracy.Therefore,the primary goal of this paper is to classify,detect and provide accurate information about skin diseases.This paper deals with the same issue by proposing a high-performance Convolution neural network(CNN)to classify and detect skin disease at an earlier stage.The complete meth-odology is explained in different folds:firstly,the skin diseases images are pre-processed with processing techniques,and secondly,the important feature of the skin images are extracted.Thirdly,the pre-processed images are analyzed at different stages using a Deep Convolution Neural Network(DCNN).The approach proposed in this paper is simple,fast,and shows accurate results up to 98%and used to detect six different disease types.

Deep Learning Based Automated Diagnosis of Skin Diseases Using Dermoscopy

Biomedical image analysis has been exploited considerably by recent technology involvements,carrying about a pattern shift towards‘automation’and‘error free diagnosis’classification methods with markedly improved accurate diagnosis productivity and cost effectiveness.This paper proposes an automated deep learning model to diagnose skin disease at an early stage by using Dermoscopy images.The proposed model has four convolutional layers,two maxpool layers,one fully connected layer and three dense layers.All the convolutional layers are using the kernel size of 3∗3 whereas the maxpool layer is using the kernel size of 2∗2.The dermoscopy images are taken from the HAM10000 dataset.The proposed model is compared with the three different models of ResNet that are ResNet18,ResNet50 and ResNet101.The models are simulated with 32 batch size and Adadelta optimizer.The proposed model has obtained the best accuracy value of 0.96 whereas the ResNet101 model has obtained 0.90,the ResNet50 has obtained 0.89 and the ResNet18 model has obtained value as 0.86.Therefore,features obtained from the proposed model are more capable for improving the classification performance of multiple skin disease classes.This model can be used for early diagnosis of skin disease and can also act as a second opinion tool for dermatologists.

A summary about dendritic cells in skin diseases

Dendritic cellls (DCs) comprise an es se ntial component of the immune system, are crucial in the initiation of antigen s pecific immune responses. In this summary we focus on summarizing on the central role of DCs in skin diseases: Bullous dermatoses, Dermatitis, Psoriasis, Lichen Planus , Graft-versus-host disease, Connect Tissue Diseases, Virus Diseases, Fungi Diseases, HIV, Urticaria, Urticaria pigmentosa, Mastocytosis, Tumour, Sola r dermatoses. Moreover,in this summary we review the distribution and phenotype of DCs in human skin. Markers and phenotyps 's study have provided strong suppo rt for a concept in which DCs play an important role in the pothogenesis of som e skin diseases.

Helicobacter pylori and inflammatory skin diseases

Throughout the history of mankind, infections have been the major cause of diseases. Over the last decades, not only the incidence of emerging infectious diseases have increased, but also tremendous strides have been made in understanding the biology of several pathogenic microorganisms. Helicobacter pylori(H. pylori) is a spiral-shaped, gram-negative bacterium, which infects over the half of the world's population. H. pylori has been implicated in the pathogenesis of a number of gastrointestinal disorders. However, new researches have demonstrated that H. pylori is also involved in the pathogenesis of various extragastric diseases. The difference in the clinical outcome of H. pylori infection may be explained, at least in part, by host response to the infection and H. pylori virulence factors. It is obvious that as developments in the research on H. pylori spring up, an understanding of the pathophysiology of H. pylori infection will continue to be identified. Here in this review, we summarize the current knowledge about H. pylori and its association with inflammatory skin diseases.

Bioengineered skin organoids:from development to applications

Signifcant advancements have been made in recent years in the development of highly sophisticated skin organoids.Serving as three-dimensional(3D)models that mimic human skin,these organoids have evolved into complex structures and are increasingly recognized as efective alternatives to traditional culture models and human skin due to their ability to overcome the limitations of two-dimensional(2D)systems and ethical concerns.The inherent plasticity of skin organoids allows for their construction into physiological and pathological models,enabling the study of skin development and dynamic changes.This review provides an overview of the pivotal work in the progression from 3D layered epidermis to cyst-like skin organoids with appendages.Furthermore,it highlights the latest advancements in organoid construction facilitated by state-of-the-art engineering techniques,such as 3D printing and microfuidic devices.The review also summarizes and discusses the diverse applications of skin organoids in developmental biology,disease modelling,regenerative medicine,and personalized medicine,while considering their prospects and limitations.

Ethnomedicinal plants used in the treatment of skin diseases in Hyderabad Karnataka region,Karnataka,India

Objective:To document traditional medicinal plants knowledge used in treating skin diseases at Hyderabad Karnataka Region.Methods:The information on the use of medicinal plants in the treatment of skin diseases was gathered from traditional herbal healers and other villagers through interviews.Results:A total of 60 plants species belonging to 57 genera and 34 families were found useful and herewith described them along with the method of drug preparation,mode of administration,probable dosage and duration of treatment.Several new findings on the traditional rural practices were reported.Conclusions:The present study revealed that the Hyderabad Kamataka rural people is primarily dependent on medicinal plants for treating skin diseases.

Androgens/Androgen Receptor in the Management of Skin Diseases

Beyond regulation of male sexual function, the increasing evidence shows that androgens and androgen receptor (AR) have a variety of physiological and pathological effects on the skin. Skin cells express all androgen metabolizing enzymes that are required for independent skin androgen synthesis and the development of hyperandrogenic related disorders such as acne, hirsutism and androgenetic alopecia. Targeting various elements of androgen function and metabolism is the major goal of medication design for the treatment of androgen-related diseases. Antiandrogen drugs such as clascoterone, flutamide could improve conditions. Even though the involvement of androgens and AR in skin diseases has been investigated for a long time, their molecular mechanisms in skin disorders remain largely insufficient. In this review, recent studies and advances on the role of androgens/AR in several skin-related diseases and their therapeutics are systematically summarized.

Knowledge explosion for monogenic skin diseases

During the past few decades, the investigative technologies of molecular biology- especially sequencing-underwent huge advances, leading to the sequencing of the entire human genome, as well as the identification of several candidate genes and the causative geneticvariations that are responsible for monogenic skin diseases. These advances provided a solid basis for subsequent studies elucidating mechanisms of monogenic skin diseases and improving our understanding of common skin diseases. Furthermore, these discoveries also contributed to the development of novel therapeutic modalities for monogenic skin diseases. In this review, we have used the disease spectrum caused by mutations in the CYLD gene- Brooke-Spiegler syndrome, familial cylindromatosis and multiple familial trichoepithelioma type 1- as a model for demonstrating the knowledge explosion for this group of diseases.

Clinical Efficacy and Adverse Reactions of Photodynamic Therapy in the Treatment of Malignant Skin Tumors and Precancerous Skin Diseases

The purpose of the study was to investigate the efficacy and safety of photodynamic therapy in the treatment of malignant skin tumors and precancerous skin diseases.First of all,100 patients with malignant skin tumor and pre-cancer skin disease admitted to our hospital from January 20,2018 to September 18,2018 were selected,and all of them adopted photodynamic therapy.The 100 patients included 40 cases of basal cell carcinoma,14 cases of squamous cell carcinoma,7 cases of proliferative erythema,9 cases of Bowen’s disease and 39 cases of solar keratosis.Among the 100 patients,77 cases had excellent curative effect,18 cases had good effect and 5 cases had poor effect,and the overall effective rate was 95%(95/100).After 6 months of follow-up,5 cases of basal cell carcinoma,2 cases of squamous cell carcinoma,0 cases of proliferative erythra,1 case of Bowen’s disease and 3 cases of solar keratosis recurred,with an overall recurrence rate of 14%(14/100).The adverse reactions of pruritus were 90%(90/100),81%(81/100),90%(90/100)and 3%(3/100).Therefore,the application of photodynamic therapy in the treatment of malignant skin tumors and precancerous skin diseases is not only effective,but also safe and not easy to relapse.

The Frequency of Skin Tumors and Infections in Patients with Autoimmune Diseases

Background: Autoimmune diseases are a vast array of organ-specific as well as systemic diseases, whose pathogenesis results from the activation of B and T lymphocytes reacting against antigens of the body’s own tissues (defined as self). Objective: To record skin tumors and infections in all autoimmune diseases gathered together in a one pathological state, compared with renal transplant recipients and normal control. Patients and Methods: Four hundred patients with different autoimmune diseases were examined. Fifty patients with pemphigus (15 males, 35 females) are aged from 20 - 70 (41.23 ± 3.89) years. Fifty patients with systemic lupus erythematosus (50 females) are aged from 17 - 45 (30.58 ± 10.08) years. One hundred patients with vitiligo (59 males, 41 females) are aged from 9 - 71 (42.89 ± 5.28) years. One hundred patients with alopecia areata (42 males, 58 females) are aged from 7 - 52 (38.67 ± 9.52) years. One hundred patients with psoriasis (56 males, 44 females) are aged from 7 - 71 (47.36 ± 8.62) years were evaluated. One hundred twenty kidney transplant recipients’ (101 males, 19 females) ages ranged from 14 - 70 (45.43 ± 4.63) years. All patients were examined thoroughly for any cutaneous manifestations and tumors and the findings were compared with the general population as a control group, which consisted of 500 healthy control individuals whose ages ranged from 20 - 71 (44.53 ± 11.48) years. This case series, descriptive, controlled study was performed in Baghdad Teaching Hospital from June 2014 to October 2015. Results: In renal transplant recipients, the findings were observed as follow herpetic infection in 30(25%), bacterial 12(10%) while fungal 24(20%) patients. These infections appeared early in the course of immunosuppression. While the tumors were noticed, the benign tumors were the commonest manifestations, which included viral warts in 45(37.5%) followed by actinic keratosis 15(12.5%), seborrheic keratosis 14(11.6%), sebaceous hyperplasia 13(10.8%) and keratoacanthoma 1(0.8%). While the malignant tumors were basal cell carcinoma 4(3.3%) followed by squamous cell carcinoma 3(2.5%), and kaposi’s sarcoma 4(3.3%), Bowen’s disease 1(0.8%). These malignancy usually appeared late in the course of immunosuppression. In pemphigus, viral warts were observed in 4(8%) cases;fungal infection was seen in 4(8%) cases and bacterial infections in 2(4%) of cases and herpetic infection in only 1(2%) of case;no tumors were found in all patients. In vitiligo, viral warts were observed in 2(2%) cases, while seborrhic keratosis and sebaceous hyperplasia were observed in 1(1%) case;herpetic and fungal infections were seen in 3(3%) of cases while bacterial infections were recorded in 2(2%) of cases but no tumors were found in all patients. In alopecia areata viral warts were observed in 9(9%) of cases, sebaceous hyperplasia in 1(1%) case, herpetic and bacterial in 3(3%) of cases and fungal in 4(4%) of cases;no tumors were found in all patients. In systemic lupus erythymatosus (SLE) viral warts were observed in 4(8%) of cases, herpetic infection in 12(12%) of cases, fungal infection in 10(20%) of cases, bacterial infection in 3(3%) of cases and sebaceous hyperplasia in only 1(2%) of case, but no tumors were seen. In psoriasis, viral warts were observed in 14(14%) of cases, herpetic infection in 10(10%) of cases, bacterial infection in 3(3%) of cases, fungal infection in 2(2%) of cases, sebaceous hyperplasia in 2(2%) of cases and seborrhiec hyperkeratosis in 1(1%) case, while no tumors were demonstrated. In healthy control individuals, herpetic infection was present in 36(7.2%) and viral warts in 52(10.4%) individuals, fungal infection in 29(5.8%) of individuals and regarding tumors solar keratosis was present in 24(4.8%);basal cell carcinoma and squamous cell carcinoma were present in 2(0.4%) individuals of each. Conclusions: Patients with autoimmune diseases were protected against infections and tumors while kidney transplant recipients had no such protection although all these groups were on prolonged immunosuppression.

Skin diseases in tea collectors

The tea collection is a difficult and laborious task, but few studies have analyzed risks by work activities or the work environment. To investigate the effects of work activities and work environment on tea collectors by looking from dermatological perspective, detailed dermatological examination was performed on tea collectors and clinical backgrounds of the participants were questioned and all findings were noted. The participants clinically suspected for skin, hair and nail infections have been referred to our hospital microbiology laboratory for sampling. The most common diseases in the participants were allergic contact dermatitis, irritant contact dermatitis and acute paronychia. These three diseases accounted for 59.1% of the total diseases in tea collectors. Clinical background story was unremarkable in the vast majority of participants. The current study draws attention to this business area and health problems of tea collectors. The authors think that, use of protective equipment such as masks and gloves during working and receiving of safety training related to their job will decrease work-related health problems of tea collectors.

Isolation and Identification of the Pathogen Causing Skin Ulcer Disease in Cynoglossus semilaevis Günther and Its Sensitivity to Chinese Herbal Medicine

In this study, the pathogen causing skin ulcer disease in Cynoglossus semilaevis Gunther was isolated for morphological observation, physiological and bio- chemical identification. According to the result, the isolated pathogen was identified as Vibrio harveyi. The results of recurrent infection of C. semilaevis Gonther showed that the pathogen was strongly pathogenic to C. semilaevis Gunther. In or- der to explore the pathogenesis, outer membrane protein （OMP） gene of C. semi- laevis Gunther was detected by PCR. The results showed that all the three repre- sentative strains harbored OMP gene. According to the results of sensitivity test of the pathogen to Chinese herbal medicine, Galla Chinensis, Fructus Mume, Fructus Hippophae and Lignum Sappan exerted strong antibacterial effects against V. harveyr, Pericarpium Granati exhibited slight antibacterial effect against V. harveyi; Pericarpium Citri Reticulatae, Rhizoma Acori GramineL Herba Houttuyniae, Herba Portulacae, Herba Andrographis, Eucalyptus globulus Labill. and Herba Menthae Heplocalycis had little effect on V. harveyi. Galla Chinensis, Fructus Mume, Fructus Hippophae and Lignum Sappan were prepared into three prescriptions, among which prescription 1 （Galla Chinensis ＋ Fructus Mume） exhibited the strongest antibacterial effect.

Molecular and therapeutic landscape of ferroptosis in skin diseases

Regulated cell death(RCD)is a critical physiological process essential in maintaining skin homeostasis.Among the various forms of RCD,ferroptosis stands out due to its distinct features of iron accumulation,lipid peroxidation,and involvement of various inhibitory antioxidant systems.In recent years,an expanding body of research has solidly linked ferroptosis to the emergence of skin disorders.Therefore,understanding the mechanisms underlying ferroptosis in skin diseases is crucial for advancing therapy and prevention strategies.This review commences with a succinct elucidation of the mechanisms that underpin ferroptosis,embarks on a thorough exploration of ferroptosis’s role across a spectrum of skin conditions,encompassing melanoma,psoriasis,systemic lupus erythematosus(SLE),vitiligo,and dermatological ailments precipitated by ultraviolet(UV)exposure,and scrutinizes the potential therapeutic benefits of pharmacological interventions aimed at modulating ferroptosis for the amelioration of skin diseases.

Clinical Effects of Hydrogen Administration: From Animal and Human Diseases to Exercise Medicine

Here we review the literature on the effects of molecular hydrogen (H2) on normal human subjects and patients with a variety of diagnoses, such as metabolic, rheumatic, cardiovascular and neurodegenerative and other diseases, infections and physical and radiation damage as well as effects on aging and exercise. Although the effects of H2 have been studied in multiple animal models of human disease, such studies will not be reviewed in depth here. H2 can be administered as a gas, in saline implants or infusions, as topical solutions or baths or by drinking H2-enriched water. This latter method is the easiest and least costly method of administration. There are no safety issues with hydrogen;it has been used for years in gas mixtures for deep diving and in numerous clinical trials without adverse events, and there are no warnings in the literature of its toxicity or long-term exposure effects. Molecular hydrogen has proven useful and convenient as a novel antioxidant and modifier of gene expression in many conditions where oxidative stress and changes in gene expression result in cellular damage.

Antibacterial Activity of Extracts from Zostera marina Against Pathogens of Apostichopus japonicus Skin Ulceration Disease

The purpose of this study was to investigate the antibacterial activity of extracts from Zostera marina against the pathogens of Apostichopus japonicus skin ulceration disease.When 95% ethanol (v/v) solvent was used to extract Zostera marina at 50℃,aqueous extract (ZA) showed obvious bacteriostatic effects on the tested bacterial strains (inhibition halo diameters between 8.23 mm and 13.62 mm),whereas the ethyl acetate extract (ZE) was almost inactive.The minimal inhibitory concentration (MIC) of ZA against four pathogens were homogeneous at 12.8 g L-1.ZA components were analyzed by thin layer chromatography (TLC) assay and six fractions were obtained.In another study,the six fractions showed inhibitory effects against the tested bacteria while their functions seemed to counteract the ZA activity.

Study on Preventive Effect of Cecropin and Lysozyme on Skin Fester Disease in Trionyx sinensis

[ Objective ] This study was to investigate the preventive effect of cecropin and lysozyme on skin fester disease in Trionyx sinensis. [ Method ] By employing intramuscular injection method, the preventive effect of mixtures of cecropin （10 mg/kg） and lysozyme（ 10 mg/kg） and of cecropin（6 mg/kg） and lysozyme（ 5 mg/kg） were challenged on Aeromonas encheleia-caused skin fester disease in T. sinensis. The mortality and relative percent survival were used evaluate the preventive effect of different drugs. The serum agglutination titer, cytophagocytosis and bactericidal activity were detected to compare the effect of drugs on the immunity and disease resistance of T. sinensis. [ Result] The residue concentrations of gentamicin and lysozyme in serum were compared to evaluate the side effect of drugs used challenged. The results showed that combined use of cecropin and lysozyme gave the best preventive effect and immunity in T. sinensis, with an extremely significant difference from other treatments （ P 〈 0.01 ）. Analysis of drug residue in serum indicated that lysozyme was completely metabolized 6 days after medication, while gentamicin residue was still observed 12 days later. [ Conclusion] The combined application of cecropin and lysozyme showed better preventive effect than antibiotics in fester disease of T. sinensis. Moreover, no drug residue and side effect were observed in the combined use treatment. This method avoids the side effect of antibiotics, worthy of extension at commercial scale.

Skin disease and thyroid autoimmunity in atopic South Italian children

AIM:To verify the prevalence of thyroid autoimmunity(TA) and the possible association between atopy and TA in children affected by skin disease.METHODS:Three hundred and twenty-four children consecutively referred due to skin disease symptoms to our Pediatric Department were enrolled.One hundred and eighty-seven were diagnosed with atopic dermatitis(AD),95 with acute urticaria,40 with chronic urticaria(CU),and 2 with alopecia areata(AA).According to the work-up for atopy,the children were divided into two groups:Atopics and non-atopics.TA was diagnosed by serum thyroid peroxidase autoantibodies and/or thyroglobulin autoantibodies levels more than twice normal values over a period of two months by immunoassay.RESULTS:In all children with skin disease,a significant prevalence of TA in atopies compared with non-atopies(13.67%vs 2.67%,P=0.0016) and a significant association between TA and atopy(OR=5.76,95%CI:1.71-19.35) were observed.These findings were confirmed as significant in children with AD:TA in atopies was 11.5%,while TA in non-atopies was2.7%(P=0.03,OR=4.68,95%CI:1.02-21.38).In addition,atopics with CU showed a significantly higher prevalence of TA(26.9%),but none of the non-atopics showed CU(P=0.0326).On the other hand,atopies with AA showed a 100%(2 out of 2) prevalence of TA,compared with none of the non-atopies.CONCLUSION:In children with skin disease,atopy seems to be associated with an increased risk of TA.

Sequence Analysis of Attachment Gene of Lumpy Skin Disease and Sheep Poxviruses

In Egypt,protection of cattle against lumpy skin disease (LSD) was carried out using a sheep poxvirus (Kenyan strain) vaccination strategy.In the present study 15 skin nodules from LSD suspected cows and 5 scab samples from sheep pox (SP) suspected sheep were collected.Hyperimmune rabbit sera to Lumpy skin disease virus (LSDV)/Ismailyia88 strain and sheep pox virus (SPV)/ Kenyan vaccinal strain were prepared.The causative agent in the collected samples was identified using immunoflourescence (IF) and immunoperoxidase techniques.Of the 15 skin nodules suspected of LSD,10 showed a positive reaction and 3 out of 5 skin scabs suspected of sheeppox were found to be positive.An antigenic correlation between field skin isolate of LSDV,tissue culture adapted LSDV/Ismailyia88 strain,field skin isolate of SPV and SPV/Kenyan vaccinal strain was studied using prepared hyperimmune sera.Also,nucleotide sequence of the PCR amplified attachment gene fragments of field skin isolate of LSDV,tissue culture adapted LSDV/Ismailyia88 strain,field skin isolate of SPV and SPV /Kenyan vaccinal strain were compared.The results revealed that the four used viruses were antigenically identical.Sequence analysis indicated that field skin LSDV isolate is more related to tissue culture adapted LSDV/Ismailyia88 strain than to vaccinal SPV/ Kenyan strain and the skin isolate of SPV is more closely related to field skin isolate of LSDV than to SPV/Kenyan vaccinal strain.Thus,further study should be applied on the advantage of a LSD vaccine prepared from LSDV in protection of cattle against LSD compared to the commonly used sheep pox vaccine.

Opportunities and Challenges:Classification of Skin Disease Based on Deep Learning

Deep learning has become an extremely popular method in recent years,and can be a powerful tool in complex,prior-knowledge-required areas,especially in the field of biomedicine,which is now facing the problem of inadequate medical resources.The application of deep learning in disease diagnosis has become a new research topic in derma-tology.This paper aims to provide a quick review of the classification of skin disease using deep learning to summa-rize the characteristics of skin lesions and the status of image technology.We study the characteristics of skin disease and review the research on skin disease classification using deep learning.We analyze these studies using datasets,data processing,classification models,and evaluation criteria.We summarize the development of this field,illustrate the key steps and influencing factors of dermatological diagnosis,and identify the challenges and opportunities at this stage.Our research confirms that a skin disease recognition method based on deep learning can be superior to professional dermatologists in specific scenarios and has broad research prospects.

Risk of infectious diseases and cutaneous tumours in solid organ recipients: A meta-analysis of literature

AIM: To compare the risk of cutaneous infections and tumours in kidney transplant recipients with data recently published about this topic.METHODS: In the present work, we evaluated the incidence of bacterial, fungal and viral cutaneous infectious diseases and the development of skin cancers in a cohort of 436 patients who underwent a renal transplantation. The median age at transplantation of our patients was 50 years and the median duration of the immunosuppression was of 7.2 years. Data obtainedfrom our cohort were compared with those obtained by a systematic review of the literature of the last 20 years about the same topic.RESULTS: Infectious diseases were the most frequent dermatological disorders that were diagnosed after transplantation, affecting about the 16.5% of patients. Herpes virus reactivation occurs in about the 35% of patients and is more common within 6 mo from transplantation, whereas when the immunosuppression is reduced, skin infections are mainly represented by Human Papilloma Virus infections and localized mycosis, such as pityriasis versicolor and superficial candidiasis. Bacterial infections were relatively rare and occur mainly in the first months after transplantation. The cumulative risk to develop skin cancer enhance significantly over the time, as consequence of longterm immunosuppressive regiments. Endogenous and exogenous risk factors, as well as the schedule of immunosuppression can play a role and justify the different incidence of skin cancer in the various series. CONCLUSION: Skin infections and cancer, commonly diagnosed in transplanted patients, impact on survival and life-quality, justifying the realization of follow-up programs for the early diagnosis and treatment.