Predictive models of melanoma metastasis based on dermatoscopy in an international retrospective human reader study

K Konstantinos Lallas H Harald Kittler P Philipp Tschandl K Konstantinos Liopyris T Teresa Amaral G Giuseppe Argenziano R Renato Marchiori Bakos R Ralph Braun H Horacio Cabo E Emi Dika J Josep Malvehy A Ashfaq Marghoob S Susana Puig A Alon Scope W Wilhelm Stolz A Akane Minagawa M Manuela Martins Costa M Marina Agozzino D Dana Shalmon G Giulia Briatico E Emilia Noemi Cohen Sabban V Victoria Mar C Clare Mahon N Nicholas M. Muller M Masaru Tanaka (Institute for Materials Chemistry and Engineering, Kyushu University, 744 Motooka, Nishi-ku, Fukuoka 819-0395, Japan) T Timothy Liu F Felix Pham A Aurora Alessandrini A Alex Chamberlain C Cristina Vico-Alonso L Luc Thomas H H. Peter Soyer Z Zoe Apalla E Efstrations Vakirlis I Iris Zalaudek A Aimilios Lallas

Article Details

Volume / Issue Vol. 16, Issue 1
Published December 08, 2025
ISSN 2041-1723
Publisher Nature Portfolio

Journal Info

Nature Communications

Nature Portfolio

ISSN: 2041-1723 Open Access Life Sciences

Authors (36)

K

Konstantinos Lallas

H

Harald Kittler

P

Philipp Tschandl

K

Konstantinos Liopyris

T

Teresa Amaral

G

Giuseppe Argenziano

R

Renato Marchiori Bakos

R

Ralph Braun

H

Horacio Cabo

E

Emi Dika

J

Josep Malvehy

A

Ashfaq Marghoob

S

Susana Puig

A

Alon Scope

W

Wilhelm Stolz

A

Akane Minagawa

M

Manuela Martins Costa

M

Marina Agozzino

D

Dana Shalmon

G

Giulia Briatico

E

Emilia Noemi Cohen Sabban

V

Victoria Mar

C

Clare Mahon

N

Nicholas M. Muller

M

Masaru Tanaka

Institute for Materials Chemistry and Engineering, Kyushu University, 744 Motooka, Nishi-ku, Fukuoka 819-0395, Japan

T

Timothy Liu

F

Felix Pham

A

Aurora Alessandrini

A

Alex Chamberlain

C

Cristina Vico-Alonso

L

Luc Thomas

H

H. Peter Soyer

Z

Zoe Apalla

E

Efstrations Vakirlis

I

Iris Zalaudek

A

Aimilios Lallas