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2.
Ann Oncol ; 29(8): 1836-1842, 2018 08 01.
Artigo em Inglês | MEDLINE | ID: mdl-29846502

RESUMO

Background: Deep learning convolutional neural networks (CNN) may facilitate melanoma detection, but data comparing a CNN's diagnostic performance to larger groups of dermatologists are lacking. Methods: Google's Inception v4 CNN architecture was trained and validated using dermoscopic images and corresponding diagnoses. In a comparative cross-sectional reader study a 100-image test-set was used (level-I: dermoscopy only; level-II: dermoscopy plus clinical information and images). Main outcome measures were sensitivity, specificity and area under the curve (AUC) of receiver operating characteristics (ROC) for diagnostic classification (dichotomous) of lesions by the CNN versus an international group of 58 dermatologists during level-I or -II of the reader study. Secondary end points included the dermatologists' diagnostic performance in their management decisions and differences in the diagnostic performance of dermatologists during level-I and -II of the reader study. Additionally, the CNN's performance was compared with the top-five algorithms of the 2016 International Symposium on Biomedical Imaging (ISBI) challenge. Results: In level-I dermatologists achieved a mean (±standard deviation) sensitivity and specificity for lesion classification of 86.6% (±9.3%) and 71.3% (±11.2%), respectively. More clinical information (level-II) improved the sensitivity to 88.9% (±9.6%, P = 0.19) and specificity to 75.7% (±11.7%, P < 0.05). The CNN ROC curve revealed a higher specificity of 82.5% when compared with dermatologists in level-I (71.3%, P < 0.01) and level-II (75.7%, P < 0.01) at their sensitivities of 86.6% and 88.9%, respectively. The CNN ROC AUC was greater than the mean ROC area of dermatologists (0.86 versus 0.79, P < 0.01). The CNN scored results close to the top three algorithms of the ISBI 2016 challenge. Conclusions: For the first time we compared a CNN's diagnostic performance with a large international group of 58 dermatologists, including 30 experts. Most dermatologists were outperformed by the CNN. Irrespective of any physicians' experience, they may benefit from assistance by a CNN's image classification. Clinical trial number: This study was registered at the German Clinical Trial Register (DRKS-Study-ID: DRKS00013570; https://www.drks.de/drks_web/).


Assuntos
Aprendizado Profundo , Dermatologistas/estatística & dados numéricos , Processamento de Imagem Assistida por Computador/métodos , Melanoma/diagnóstico por imagem , Neoplasias Cutâneas/diagnóstico por imagem , Competência Clínica , Estudos Transversais , Dermoscopia , Humanos , Processamento de Imagem Assistida por Computador/estatística & dados numéricos , Cooperação Internacional , Curva ROC , Estudos Retrospectivos , Pele/diagnóstico por imagem
3.
J Reconstr Microsurg ; 34(4): 235-241, 2018 May.
Artigo em Inglês | MEDLINE | ID: mdl-29141257

RESUMO

BACKGROUND: The free radial forearm flap phalloplasty is the most utilized method for penile reconstruction. Among the techniques described in the literature, evidence for the flap design after Gottlieb and Levine is poor. METHODS: From January 1993 until December 2015, 402 phalloplasties were performed in our clinic. Among the 247 free radial forearm flap phalloplasties, 232 free radial forearm flap phalloplasties were performed after Gottlieb and Levine in 229 patients. Operation and patient-specific characteristics were evaluated. RESULTS: This study presents the highest number of free radial forearm flap phalloplasties after Gottlieb and Levine. The rate of total flap failure was 3%; 46% of the patients were heavy smokers. Urinary fistulae and strictures are common. The revision rate for urinary fistulae and/or strictures was 1.3 per patient. The number of postoperative complications, such as bleeding (14.2%), thrombosis of the flap requiring revision (11.2%), or delayed wound healing (16.8%) was considering the high rate of nicotine abuse (45.9%) reasonable. CONCLUSION: The free radial forearm phalloplasty in the design by Gottlieb and Levine is well established at our institution and has proven safe and reliable since 1993. The operative results are satisfactory for both patients and surgeons even in the presence of relevant comorbidities and heavy smoking. We acknowledge the long ordeal and psychological pressure that our patients suffer from, before presenting in our outpatient clinic.


Assuntos
Antebraço/cirurgia , Retalhos de Tecido Biológico/irrigação sanguínea , Pênis , Cirurgia de Readequação Sexual , Transplante de Pele/métodos , Coleta de Tecidos e Órgãos/métodos , Transexualidade/cirurgia , Adolescente , Adulto , Feminino , Humanos , Masculino , Microcirurgia , Pessoa de Meia-Idade , Satisfação do Paciente , Pênis/cirurgia , Complicações Pós-Operatórias/cirurgia , Artéria Radial/transplante , Reoperação/estatística & dados numéricos , Estudos Retrospectivos , Cirurgia de Readequação Sexual/métodos , Fumar/efeitos adversos , Fumar/psicologia , Transexualidade/psicologia , Resultado do Tratamento , Uretra/cirurgia , Fístula Urinária/cirurgia , Adulto Jovem
4.
Eur Radiol ; 24(11): 2927-35, 2014 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-25030462

RESUMO

OBJECTIVES: To intra-individually compare single-portal-phase low-tube-voltage (100-kVp) computed tomography (CT) with 120-kVp images for short-term follow-up assessment of CT severity index (CTSI) of acute pancreatitis, interobserver agreement and radiation dose. METHODS: We retrospectively analysed 66 patients with acute pancreatitis who underwent initial dual-contrast-phase CT (unenhanced, arterial, portal phase) at admission and short-term (mean interval 11.4 days) follow-up dual-contrast-phase dual-energy CT. The 100-kVp and linearly blended images representing 120-kVp acquisition follow-up CT images were independently evaluated by three radiologists using a modified CTSI assessing pancreatic inflammation, necrosis and extrapancreatic complications. Scores were compared with paired t test and interobserver agreement was evaluated using intraclass correlation coefficients (ICC). RESULTS: Mean CTSI scores on unenhanced, portal- and dual-contrast-phase images were 4.9, 6.1 and 6.2 (120 kVp) and 5.0, 6.0 and 6.1 (100 kVp), respectively. Contrast-enhanced series showed a higher CTSI compared to unenhanced images (P < 0.05) but no significant differences between single- and dual-contrast-phase series (P > 0.7). CTSI scores were comparable for 100-kVp and 120-kVp images (P > 0.05). Interobserver agreement was substantial for all evaluated series and subcategories (ICC 0.67-0.93). DLP of single-portal-phase 100-kVp images was reduced by 41 % compared to 120-kVp images (363.8 versus 615.9 mGy cm). CONCLUSIONS: Low-tube-voltage single-phase 100-kVp CT provides sufficient information for follow-up evaluation of acute pancreatitis and significantly reduces radiation exposure. KEY POINTS: • Single-portal-phase CT provides sufficient evaluation for follow-up of acute pancreatitis. • Follow-up CT does not benefit from unenhanced or arterial-phase acquisition. • CT severity index scores are equal for dual-contrast-phase 100-/120-kVp acquisition (P > 0.05). • 100-kVp single-portal-phase follow-up CT of acute pancreatitis significantly reduces radiation exposure.


Assuntos
Tomografia Computadorizada Multidetectores/métodos , Pancreatite Necrosante Aguda/diagnóstico por imagem , Adulto , Idoso , Idoso de 80 Anos ou mais , Meios de Contraste , Feminino , Seguimentos , Humanos , Masculino , Pessoa de Meia-Idade , Curva ROC , Doses de Radiação , Reprodutibilidade dos Testes , Estudos Retrospectivos , Índice de Gravidade de Doença , Fatores de Tempo , Adulto Jovem
5.
Front Oncol ; 13: 1161818, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37941549

RESUMO

Monoclonal antibodies, such as PD-1 inhibitors, are increasingly used in various cancers. Acute low back pain as infusion-related reaction (IRR) to monoclonal antibodies is poorly described. We report a bicentric series of 10 cases of acute low back pain due to administration of monoclonal antibodies directed against PD-1/PD-L1 for skin cancer treatment in patients treated at University Hospital Heidelberg and University Medical Center Mainz (Germany). The management of IRR symptoms was immediate interruption of infusion and analgesia leading to quick improvement and complete symptom relief in all patients. Our findings suggest that the risk of developing low back pain as IRR is depending on the concentration of the administered drug. Low back pain as IRR can be managed by early interruption of infusion and by decreasing the infusion rate or concentration in following administrations.

7.
Urology ; 95: 192-6, 2016 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-27109597

RESUMO

OBJECTIVE: To improve the donor-site morbidity of the radial forearm flap through coverage with a free vascularized groin flap and comparing this flap coverage to the current standard, a full-thickness skin graft (FTSG). MATERIALS AND METHODS: A retrospective analysis of all free radial forearm flap phalloplasties for transgender surgery at our institution was performed. We examined patient characteristics, donor site defects, surgical procedure, and clinical courses. RESULTS: Between October 2013 and February 2016, 27 consecutive patients underwent phalloplasty for female-to-male reassignment surgery with free radial forearm flaps. A total of 7 free groin flaps (group A) and 20 full-thickness skin graft from the groin region (group B) for donor-site defect coverage of the forearm were performed. The mean age in group A was 28.4 years with a mean body mass index of 21.6 kg/m(2) and a mean follow-up time of 10.6 months. The mean surgery time was 724 minutes. The mean patients' functional rating was 3.6 accompanied by the mean patients' aesthetical rating of 3.7. The mean age in group B was 30.5 years with a mean body mass index of 23.7 kg/m(2) and a mean follow-up time of 13.4 months. The mean surgery time was 563 minutes. The mean patients' functional rating was 3.1 accompanied by the mean patients' aesthetical rating of 2.9. CONCLUSION: We suggest that the free microvascular groin flap should be considered for immediate defect closure after phalloplasty with a radial forearm flap due to its beneficial functional and aesthetic results and the low rate of complications.


Assuntos
Retalhos de Tecido Biológico/irrigação sanguínea , Pênis/cirurgia , Transplante de Pele , Adulto , Antebraço , Virilha , Humanos , Masculino , Microvasos , Estudos Retrospectivos , Sítio Doador de Transplante , Procedimentos Cirúrgicos Urológicos Masculinos/métodos , Adulto Jovem
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