Deep clustering via center-oriented margin free-triplet loss for skin lesion detection in highly imbalanced datasets

Ş Öztürk, T Çukur - IEEE Journal of Biomedical and Health …, 2022 - ieeexplore.ieee.org
Melanoma is a fatal skin cancer that is curable and has dramatically increasing survival rate
when diagnosed at early stages. Learning-based methods hold significant promise for the …

An effective hashing method using W-Shaped contrastive loss for imbalanced datasets

F Alenezi, Ş Öztürk, A Armghan, K Polat - Expert Systems with Applications, 2022 - Elsevier
The extraction of informative features from medical images and the retrieving of similar
images from data repositories is vital for clinical decision support systems. Unlike general …

Rescuing medical education in times of COVID-19

VA Jones, KA Clark, C Puyana, MM Tsoukas - Clinics in Dermatology, 2021 - Elsevier
Abstract The coronavirus disease 2019 (COVID-19) pandemic has caused widespread
disruptions in various sectors of medicine, including medical education. Although the …

Building successful culture, mission, and vision in dermatology

L Zhai, K Motaparthi - Clinics in Dermatology, 2022 - Elsevier
Building a successful culture in academic dermatology is necessary now more than ever,
which is compounded by the shortage of dermatologists, especially academicians. This …

Building successful culture, mission, and vision in dermatology

L Zhai, K Motaparthi - Clinics in Dermatology, 2023 - Elsevier
Building a successful culture in academic dermatology is necessary now more than ever, but
this problem is compounded by the shortage of dermatologists, especially academicians …

Characterization of academic cardiothoracic surgeons who started as attendings in private or community practice

SS Bajaj, H Wang, KM Williams, A Krishnan, JC Heiler… - Surgery, 2022 - Elsevier
Background Surgeons are traditionally categorized as working either in academic or
private/community practice, but some transition between the two environments. Here, we …

Utilization of Injectable and Device-Based Treatments in Medical Dermatology: A Survey on Demographics, Conditions, and Resident Involvement

S Fathizadeh, A Richmond, R Almukhtar - Dermatologic Surgery, 2024 - journals.lww.com
BACKGROUND Injectable and device-based treatments are used for medical dermatologic
conditions, but understanding dermatologists' practices remains limited. OBJECTIVE This …

Musings from a Bent Arrow: The Road from Private Practice to Academics

KH Pandya, RT Brodell - Dermatologic Clinics, 2023 - derm.theclinics.com
In twenty-first century America, it is common for individuals to change jobs many times
during their working life. In the field of medicine, individuals may begin their career in …

[HTML][HTML] Recent Trends in Dermatologists' Career Choices: A Cross-sectional Study in Saudi Arabia

R Alharithy, HM Alotaibi, A Shadid… - Journal of Nature and …, 2023 - journals.lww.com
Background: Several factors might affect career choice. Limited studies have been
conducted to explore these factors among dermatologists. Aim: The aim of this study was to …

Private Practice Rural Dermatology Offices

KA Lewis, ID Harber - … in Rural Settings: Organizational, Clinical, and …, 2021 - Springer
Rural private practice dermatology not uncommonly occurs in the solo practice setting.
These clinics are often the high-volume medical dermatology practices required to meet the …