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Expert-Level Diagnosis of Nonpigmented Skin Cancer by Combined Convolutional Neural Networks
Supplementary Online Content Tschandl P, Rosendahl C, Akay BN, et al. Expert-level diagnosis of nonpigmented skin cancer by combined convolutional neural networks. JAMA Dermatol. Published online November 28, 2018. doi:10.1001/jamadermatol.2018.4378 eFigure. Sensitivities (Blue) and Specificities (Orange) at Different Threshold Cutoffs (Green) of the Combined Classifier Evaluated on the Validation Set eAppendix. Neural Network Training eTable 1. Complete List of Diagnoses and Their Frequencies Within the Test-Set eTable 2. Education of Users According to Their Experience Group eTable 3. Percent of Correct Prediction of the Malignancy Status for Specific Diagnoses of a CNN Using Either Close-up or Dermatoscopic Images This supplementary material has been provided by the authors to give readers additional information about their work. © 2018 American Medical Association. All rights reserved. Downloaded From: https://jamanetwork.com/ on 09/25/2021 eFigure. Sensitivities (Blue) and Specificities (Orange) at Different Threshold Cutoffs (Green) of the Combined Classifier Evaluated on the Validation Set A threshold cut at 0.2 (black) is found for a minimum of 51.3% specificity. © 2018 American Medical Association. All rights reserved. Downloaded From: https://jamanetwork.com/ on 09/25/2021 eAppendix. Neural Network Training We compared multiple architecture and training hyperparameter combinations in a grid-search fashion, and used only the single best performing network for dermoscopic and close-up images, based on validation accuracy, for further analyses. We trained four different CNN architectures (InceptionResNetV2, InceptionV3, Xception, ResNet50) and used model definitions and ImageNet pretrained weights as available in the Tensorflow (version 1.3.0)/ Keras (version 2.0.8) frameworks. -
Superficial Acral Fibromyxoma Involving the Nail's Apparatus. Case Report and Literature Review*
Revista1Vol89ingles_Layout 1 2/11/14 3:21 PM Página 147 147 CASE REPORT s Superficial Acral Fibromyxoma involving the nail's apparatus. Case report and literature review* Ana Márquez García1 Francisco Manuel Ildefonso Mendonça2 Manuel Perea Cejudo3 Francisco M. Camacho Martínez4 Juan José Ríos Martín5 DOI: http://dx.doi.org/10.1590/abd1806-4841.20142673 Abstract: Superficial Acral Fibromyxoma is a rare tumor of soft tissues. It is a relatively new entity described in 2001 by Fetsch et al. It probably represents a fibrohistiocytic tumor with less than 170 described cases. We bring a new case of SAF on the 5th toe of the right foot, in a 43-year-old woman. After surgical excision with safety mar- gins which included the nail apparatus, it has not recurred (22 months of follow up). We carried out a review of the location of all SAF published up to the present day. Keywords: Nails; Neoplasm recurrence, local; Neoplasms; Recurrence INTRODUCTION Superficial Acral Fibromyxoma (SAF) is a rare Immunohistochemical studies reported positive results tumor of soft tissues with slow growth and acral loca- for CD34 and negative for S100, AME and AML (Figure tion. It has a benign behavior, but it may persist or 1C). The proliferation index, valued with Ki67 was low recur if not properly treated. (less than 1%). These findings led to the diagnosis of Superficial Acral Fibromyxoma. CASE REPORT The subsequent therapeutic approach included We present a 43-year-old woman, without any complete removal of the tumor as well as the nail in known allergies whose personal history reports beta order to avoid recurrence. -
A Pedunculated Lesion on the Foot: Acquired Fibrokeratoma
Volume 23 Number 9 | September 2017 Dermatology Online Journal || Photo Vignette DOJ 23 (9): 18 A pedunculated lesion on the foot: acquired fibrokeratoma Marcus Henrique Xavier1, Amalia Sathler Pires1, Júlia Passos Simões1, Stéfani Bertolucci Ferreira1, Cíntia Barros Queiroz1, Isabel Cristina Gomes2 , Maurício Buzelin Nunes3 Affiliations: 1Fundação Hospitalar do estado de Minas Gerais – FHEMIG; Belo Horizonte, MG, Brazil 2Faculdade Ciências Médicas de Minas Gerais – CMMG; Belo Horizonte, MG, Brazil 3Instituto Moacir Junqueira; Belo Horizonte, MG, Brazil Corresponding Author: Marcus H. Xavier, MD, MsC, 465 Mangabeira Street, Suite 601, Belo Horizonte, MG 30350-170, Brazil, Email: [email protected] Abstract x 10 x 8 mm non-tender, skin colored, pedunculated Acquired fibrokeratomas are benign and uncommon firm nodule that protruded from her left plantar lesions consisting of collagenous papules and foot (Figures 1, 2). At the base of the nodule there nodules covered by hyperkeratotic epidermis. was a ring of yellow keratin. The clinical impression These tumors occur mainly on the fingers and toes was cutaneous horn or fibrokeratoma. An excisional and infrequently on the palms and soles. They may biopsy was performed and the specimen was possibly be triggered by a reaction to trauma and submitted for histopathologic study. Microscopic presents as small and solitary dome-shaped lesions examination revealed a polypoid lesion with with a collarete of slightly raised skin at the base. epidermal hyperplasia and focal spongiosis. The Several case reports have been published of this rare bulk of the tumor consisted of collagen fibers lesion, with only a few investigators describing lesions perpendicularly arranged, accompanied by chronic of the feet. -
Dr Sarma's Dermpath: Quick Diagnosis (100 Cases)
Dr Sarma’s Dermpath: Quick diagnosis (100 cases) 1. Superficial BCC 2. Invasive SCC 3. Neurofibroma 4. Granular cell tumor 5. Clear cell acanthoma 6. Chondroid syringoma (Cutaneous mixed tumor) 7. Scabies 8. Molluscum contagiosum 9. Herpes simplex 10. Hemangioma 11. Basosquamous cell carcinoma 12. Dermal cylindroma 13. Psoriasis vulgaris 14. Proliferating pilar tumor 15. Pilar cyst 16. Nodular BCC 17. Nevus lipomatosus superficialis 18. Glomangioma 19. Chromomycosis 20. Blue nevus 21. Pemphigus vulgaris 22. Halo nevus 23. Acute febrile neutrophilic dermatosis (Sweet’s syndrome) 24. Angiolipoma 25. Angioleiomyoma 26. Bullous pemphigoid 27. Trichoepithelioma 28. Acquired digital fibrokeratoma 29. Basal cell carcinoma, fibroepithelioma of Pinkus type (Fibroepithelioma of Pinkus) 30. Sclerosing basal cell carcinoma (Morpheaform basal cell carcinoma) 31. Squamous cell carcinoma in situ 32. Basal cell carcinoma, pilar type 33. Apocrine hidrocystoma 34. Cystic spiradenoma 35. Acral fibrokeratoma 36. Blastomycosis 37. Dermatophytosis (Tinea) 38. Tick-bite dermatitis 39. Epidermal nevus 40. Acrochordon (Fibroepitelial polyp, Squamous papilloma, Skin tag) 41. Squamous cell carcinoma, in situ and invasive 42. Desmoplastic melanoma 43. Keratoacanthoma 44. Sebaceous hyperplasia 45. Majocchi’s granuloma 46. Schwannoma 47. Lichen sclerosus et atrophicus 48. Lichen planus 49. Lentigo simplex 50. Alopecia areata 51. Acantholytic squamous cell carcinoma 52. Melanoma in situ 53. Steatocystoma 54. Sebaceous adenoma 55. Pyogenic granuloma 56. Darier disease 57. Balanitis circumscripta plasmacellularis 58. Acrochordon 59. Dermatofibroma 60. Xanthogranuloma 61. Basal cell carcinoma, infiltrative type 62. Cutaneous lupus erythematosus 63. Angiokeratoma 64. Piloleiomyoma 65. Sarcoidosis 66. Angioleiomyoma 67. Scrotal leiomyoma (Genital leiomyoma) 68. Lipomatous dermal melanocytic nevus 69. Seborrheic keratosis 70. Cutaneous dermoid cyst 71. -
Common Skin Tumors
Topic Common Benign epidermal tumors Skin cyst and adnexal neoplasms skin tumors Other common skin tumor Common skin malignancy สมศกดั ิ์ ตนรั ตนากรั 26/02/2015 Seborrheic keratoses Benign Epidermal Tumors very common brown macules, papules, plaques, Seborrheic keratosis or polypoid lesions Dermatosis papulosa nigra over 40 y. Stucco keratosis increase number with age Inverted follicular keratosis Acrokeratosis verruciformis verrucous or 'stuck-on' the Clear cell acanthoma skin Large cell acanthoma predilection for face, neck, Porokeratosis and trunk Epidermal nevus Inflammatory linear verrucous epidermal nevus occur anywhere except Nevus comedonicus mucous membranes, palms, Epidermolytic acanthoma or soles Flegel’s disease sign of Leser-Trélat Cutaneous horn Lichenoid keratosis Acanthosis nigricans Confluent and reticulated papillomatosis Warty dyskeratoma Clinicopathologic Variants Common Seborrheic Keratosis Dermatosis Papulosa Nigra Skin Tags Irritated Seborrheic Keratosis Stucco Keratosis Reticulated Seborrheic Keratosis Clonal Seborrheic Keratoses Seborrheic Keratosis With Squamous Atypia Melanoacanthoma Leser-Trelat sign 1 Dermatosis papulosa nigra Seborrheic keratosis Skin tags Irritated Seborrheic Keratosis Stucco keratoses Epidermal nevi Multiple gray–white keratotic papules on ankle and benign hamartoma of epidermis and dorsal foot. papillary dermis onset usually within the first year of life asymptomatic well-circumscribed, hyperpigmented, papillomatous papules or plaques in a linear -
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Dermatology Reports 2019; volume 11:8215 Giant acquired acral nificance of any sex predilection of this fibrokeratoma: A case report tumor type. Reported acquired digital fibro- Correspondence: Hend M. Al-Atif, keratoma cases have occurred in patients Department of Internal Medicine, College of from 12 to 70 years of age, with most cases Medicine, King Khalid University, Abha, Hend M. Al-Atif occurring in middle-aged adults.10 Most Saudi Arabia. Department of Internal Medicine, patients with acquired digital fibrokeratoma Tel. +966555211366. E-mail: [email protected] College of Medicine, King Khalid present with an asymptomatic protuberance 11 University, Abha, Saudi Arabia that gradually increases in size over time. 12 Key words: Acquired acral fibrokeratoma; Dupré et al. described this tumor entity is Tumor; Skin lesion; Histopathology; Saudi slightly prominent, well-defined, surround- Arabia. ed by a hyperkeratotic collar, and protrud- ing from the surface of the skin, much like Conflict of interest: the author declares no Abstract a hernia. The pathophysiology of an potential conflict of interest. Acquired acral fibrokeratoma (AAF) is acquired digital fibrokeratoma is unknown. a rare benign fibrous tumor. Its size is usu- Trauma has often been proposed as a pre- Funding: none. ally small (i.e., <0.5 cm). However, few disposing factor for ADFKs, but case histo- 13,14 Ethical statement: written informed consent cases with giant lesions (i.e., >1 cm) have ries have not supported this hypothesis. was obtained from the patient for publication It is presumed that trauma or local factors been reported. A 17-year-old Saudi male of this case report and accompanying images. -
Onychomatricoma Presenting As a Dystrophic Right Great Toenail: Case Report and Review
Open Access Case Report DOI: 10.7759/cureus.7946 Onychomatricoma Presenting as a Dystrophic Right Great Toenail: Case Report and Review Laura S. Romero 1, 2 , Helen Park 3 , Noushin Shoaee 4 , Philip R. Cohen 5 1. Dermatology, University of California - San Diego, San Diego, USA 2. Medicine/Dermatology, Veterans Administration Medical Center, San Diego, USA 3. Dermatology, University of California San Diego School of Medicine, San Diego, USA 4. Podiatry, Carmel Valley Foot and Ankle Surgery, San Diego, USA 5. Dermatology, San Diego Family Dermatology, National City, USA Corresponding author: Laura S. Romero, [email protected] Abstract Onychomatricoma is a rare, benign nail matrix tumor. It most frequently occurs on one of the first three fingers of the dominant hand or the big toe in middle-aged women. Our patient presented with a 10-year history of a progressive thickening of her right great toenail; it bled easily and was intermittently painful. She had experienced trauma to the nail prior to the onset of the dystrophy. MRI primarily showed inflammation localized to the nail bed without bony extension. Excisional biopsy, which included both the nail plate and matrix, established the diagnosis of onychomatricoma originating from the ventral nail matrix (lunula). Nail trauma or fungal infection may have a causative role in the pathogenesis of onychomatricoma. The nail plate can show splitting, increased curvature, or ridging; it can also present with yellow, red or brown, linear, pigmented bands. The clinical differential diagnosis of onychomatricoma includes fibrokeratoma, melanonychia, onychomycosis, periungual fibroma, and squamous cell carcinoma. Dermoscopic imaging shows parallel lesion edges and splinter hemorrhages; these dermoscopic features support the diagnosis of onychomatricoma over squamous cell carcinoma. -
Dermatopathology A-Z Vladimir Vincek
Dermatopathology A-Z Vladimir Vincek Dermatopathology A-Z A Comprehensive Guide Vladimir Vincek Department of Dermatology College of Medicine University of Florida Gainesville, FL USA ISBN 978-3-319-89485-0 ISBN 978-3-319-89486-7 (eBook) https://doi.org/10.1007/978-3-319-89486-7 Library of Congress Control Number: 2018951196 © Springer International Publishing AG, part of Springer Nature 2018 This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereafter developed. The use of general descriptive names, registered names, trademarks, service marks, etc. in this publication does not imply, even in the absence of a specific statement, that such names are exempt from the relevant protective laws and regulations and therefore free for general use. The publisher, the authors, and the editors are safe to assume that the advice and information in this book are believed to be true and accurate at the date of publication. Neither the publisher nor the authors or the editors give a warranty, express or implied, with respect to the material contained herein or for any errors or omissions that may have been made. The publisher remains neutral with regard to jurisdictional claims in published maps and institutional affiliations. This Springer imprint is published by the registered company Springer Nature Switzerland AG The registered company address is: Gewerbestrasse 11, 6330 Cham, Switzerland This book is dedicated to my parents, who provided me with an enriching childhood, to my wife for all of her patience, understanding, and support, and to my children for some unforgettable moments that always brighten my days. -
Cosmetic and Pharmaceutical Compositions Comprising ACE Inhibitors And/Or Angiotensin II Receptor Antagonists for Treating Dermatological Disorders
(19) & (11) EP 2 377 532 A1 (12) EUROPEAN PATENT APPLICATION (43) Date of publication: (51) Int Cl.: 19.10.2011 Bulletin 2011/42 A61K 31/401 (2006.01) A61K 31/404 (2006.01) A61K 31/41 (2006.01) A61K 31/4164 (2006.01) (2006.01) (2006.01) (21) Application number: 11168684.6 A61K 31/4166 A61K 31/4174 A61K 31/4178 (2006.01) A61K 31/4184 (2006.01) (2006.01) (2006.01) (22) Date of filing: 18.08.2005 A61K 31/4245 A61K 31/47 A61K 31/472 (2006.01) A61K 31/502 (2006.01) A61K 31/554 (2006.01) A61K 38/06 (2006.01) A61K 38/05 (2006.01) A61P 17/00 (2006.01) A61P 17/06 (2006.01) A61P 17/02 (2006.01) A61P 35/00 (2006.01) A61K 38/07 (2006.01) A61K 38/08 (2006.01) (84) Designated Contracting States: (72) Inventor: Bonnichsen, Richard AT BE BG CH CY CZ DE DK EE ES FI FR GB GR Victoria, Mahe (SC) HU IE IS IT LI LT LU LV MC NL PL PT RO SE SI SK TR (74) Representative: Høiberg A/S St. Kongensgade 59 A (30) Priority: 18.08.2004 DK 200401247 DK-1264 Copenhagen K (DK) 08.09.2004 US 607919 P Remarks: (62) Document number(s) of the earlier application(s) in This application was filed on 03-06-2011 as a accordance with Art. 76 EPC: divisional application to the application mentioned 05771000.6 / 1 789 031 under INID code 62. (71) Applicant: Ace ApS 3000 Helsingor (DK) (54) Cosmetic and pharmaceutical compositions comprising ACE inhibitors and/or angiotensin II receptor antagonists for treating dermatological disorders (57) In one aspect, the present invention relates to taining the skin tone of an individual suffering from, or at use of an ACE inhibitor and/or angiotensin II receptor risk of suffering from, a dermatological disorder, said antagonist for the preparation of a medicament for the method comprising contacting the skin of said individual treatment of a dermatological disorder, particularly by with an ACE inhibitor and/or angiotensin II receptor an- topical application of said ACE inhibitor and/or angi- tagonist. -
Aggressive Superficial Acral Fibromyxoma of the Great Toe: a Case Report and Mini-Review of the Literature
310 MOLECULAR AND CLINICAL ONCOLOGY 9: 310-314, 2018 Aggressive superficial acral fibromyxoma of the great toe: A case report and mini-review of the literature KAZUHIKO HASHIMOTO, SHUNJI NISHIMURA, NAOHIRO OKA, HIROKI TANAKA, RYOSUKE KAKINOKI and MASAO AKAGI Department of Orthopedic Surgery, Kindai University Hospital, Osaka-Sayama, Osaka 589-8511, Japan Received May 25, 2018; Accepted July 3, 2018 DOI: 10.3892/mco.2018.1669 Abstract. Superficial acral fibromyxoma is a very rare soft tumor. Superficial acral fibromyxoma sometimes leads to bone tissue tumor. Fetsch et al first described the condition in 2001. erosion, but a case with this characteristic in a great toe has not It often occurs in the fingers and toes and has slow-progressive yet been reported. Herein, we describe a very rare clinical case features. Since being described, a few cases occurring in the in which such a lesion was found. great toe have been reported. The present study indicated a case of a 37-year-old male kickboxer with a history of a rapid-growing Case report lump under the nail of his left great toe with bone erosion. The patient was suspected to have a soft tissue tumor under the nail, We describe the case of a 37-year-old male kickboxer, who such as a glomus tumor, as a differential diagnosis. However, a presented with a lump under the nail of his left great toe. The malignant soft tissue tumor as a differential diagnosis could not lesion had been rapidly growing for the previous 6 months and be ruled out because of the observed bone erosion. -
GEORGIAN MEDICAL NEWS No 4 (301) 2020
EORGIAN EDICAL EWS ISSN 1512-0112 No 4 (301) Апрель 2020 ТБИЛИСИ - NEW YORK ЕЖЕМЕСЯЧНЫЙ НАУЧНЫЙ ЖУРНАЛ Медицинские новости Грузии cfmfhsdtkjc cfvtlbwbyj cbf[ktyb GEORGIAN MEDICAL NEWS No 4 (301) 2020 Published in cooperation with and under the patronage of the Tbilisi State Medical University Издается в сотрудничестве и под патронажем Тбилисского государственного медицинского университета gamoicema Tbilisis saxelmwifo samedicino universitetTan TanamSromlobiTa da misi patrona;iT ЕЖЕМЕСЯЧНЫЙ НАУЧНЫЙ ЖУРНАЛ ТБИЛИСИ - НЬЮ-ЙОРК GMN: Georgian Medical News is peer-reviewed, published monthly journal committed to promoting the science and art of medicine and the betterment of public health, published by the GMN Editorial Board and The International Academy of Sciences, Education, Industry and Arts (U.S.A.) since 1994. GMN carries original scientific articles on medicine, biology and pharmacy, which are of experimental, theoretical and practical character; publishes original research, reviews, commentaries, editorials, essays, medical news, and correspondence in English and Russian. GMN is indexed in MEDLINE, SCOPUS, PubMed and VINITI Russian Academy of Sciences. The full text content is available through EBSCO databases. GMN: Медицинские новости Грузии - ежемесячный рецензируе мый научный журнал, издаётся Редакционной коллегией и Международной академией наук, образования, искусств и естествознания (IASEIA) США с 1994 года на русском и английском языках в целях поддержки медицинской науки и улучшения здравоохранения. В журнале публикуются оригинальные -
17 Tumors of the Soft Tissue of the Lower Extremity
17 Tumors of the Soft Tissue of the Lower Extremity Bradley W. Bakotic, D.P.M., D.O. INTRODUCTION arise more commonly in locations that are richer in smooth muscle, such as the uterine corpus. There is some confusion within segments of the medical Tumors of the soft tissue may be classified into three community as to the precise meaning of “soft tissue.” The major categories: nonneoplastic (reactive), neoplastic but soft tissue of the human body includes all extraskeletal tis- benign, and neoplastic and biologically malignant. The sue that is neither epithelial, hematopoietic (marrow derived same may be said of epithelial tumors and those of the skel- blood elements), nor parenchymal (constituent of a visceral etal system. Those tumors that are not neoplastic are com- organ). The nervous system is divided such that neither the posed of a heterogeneous (polyclonal) population of cells. glial nor the central neuronal elements are considered to be In most instances these lesions arise as the result of a stimu- soft tissue, though by convention the peripheral nervous sys- lus and regress when that stimulus is removed. In contrast, tem is. In sum, the soft tissues consist of adipose tissue, neoplasms emanate from a single “mother” cell, and as a fibrous tissue, musculature, vascular structures, and periph- result each cell is genetically identical. Neoplasms do not eral nerves. necessarily arise as the direct result of an external stimulus, It should not be surprising that tumors of the soft tissue but rather begin as the result of a cascade of genetic muta- may arise virtually anywhere in the human body.