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M. Combalia · SciRah

Researcher profile · Semantic Scholar

M. Combalia

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M. Combalia — researcher profile on SciRah

h-index: 13
Works: 37
Citations: 4,290

Most-cited papers

Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge
S. Bakas, M. Reyes, A. Jakab, S. Bauer +419 more
2018arXiv.org2,123 citations
Semantic Scholar
BCN20000: Dermoscopic Lesions in the Wild
Carlos Hernández-Pérez, M. Combalia, S. Podlipnik, N. Codella +9 more
2019Scientific Data720 citations Open access
Semantic Scholar
A patient-centric dataset of images and metadata for identifying melanomas using clinical context
V. Rotemberg, N. Kurtansky, B. Betz-Stablein, L. Caffery +21 more
2020Scientific Data604 citations Open access
Semantic Scholar
Skin cancer classification via convolutional neural networks: systematic review of studies involving human experts.
S. Haggenmüller, Roman C. Maron, A. Hekler, J. Utikal +61 more
2021European Journal of Cancer244 citations Open access
Semantic Scholar
CheckList for Evaluation of image-based AI Reports in Dermatology: CLEAR Derm Consensus Guidelines from the International Skin Imaging Collaboration Artificial Intelligence Working Group
R. Daneshjou, C. Barata, B. Betz-Stablein, M. Celebi +15 more
2021JAMA dermatology146 citations Open access
Semantic Scholar
Validation of artificial intelligence prediction models for skin cancer diagnosis using dermoscopy images: the 2019 International Skin Imaging Collaboration Grand Challenge
M. Combalia, N. Codella, V. Rotemberg, C. Carrera +14 more
2022The Lancet Digital Health117 citations Open access
Semantic Scholar
Uncertainty Estimation in Deep Neural Networks for Dermoscopic Image Classification
M. Combalia, F. Hueto, S. Puig, J. Malvehy +1 more
20202020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)77 citations
Semantic Scholar
Position statement of the EADV Artificial Intelligence (AI) Task Force on AI‐assisted smartphone apps and web‐based services for skin disease
T. Sangers, H. Kittler, A. Blum, R. Braun +16 more
2023Journal of the European Academy of Dermatology and Venereology56 citations Open access
Semantic Scholar
Basal Cell Carcinoma Characterisation Using Fusion Ex Vivo Confocal Microscopy: A Promising Change In Conventional Skin Histopathology
J. Pérez-Anker, S. Ribero, O. Yélamos, A. García +6 more
2019British Journal of Dermatology44 citations Open access
Semantic Scholar
New regulation of medical devices in the EU: impact in dermatology
J. Malvehy, R. Ginsberg, L. Sampietro-Colom, Joan Ficapal +2 more
2021Journal of the European Academy of Dermatology and Venereology30 citations Open access
Semantic Scholar
Deep learning automated pathology in ex vivo microscopy.
M. Combalia, Sergio Garcia, J. Malvehy, S. Puig +14 more
2021Biomedical Optics Express24 citations Open access
Semantic Scholar
Digitally Stained Confocal Microscopy through Deep Learning
M. Combalia, J. Pérez-Anker, A. García-Herrera, L. Alós +4 more
2018International Conference on Medical Imaging with Deep Learning16 citations
Semantic Scholar
Effect of patient-contextual skin images in human- and artificial intelligence-based diagnosis of melanoma: Results from the 2020 SIIM-ISIC melanoma classification challenge
N. Kurtansky, C. Primiero, B. Betz-Stablein, M. Combalia +11 more
2024Journal of the European Academy of Dermatology and Venereology13 citations Open access
Semantic Scholar
Monitoring multidimensional aspects of quality of life after cancer immunotherapy: protocol for the international multicentre, observational QUALITOP cohort study
P. Vinke, M. Combalia, G. D. de Bock, C. Leyrat +22 more
2023BMJ Open13 citations Open access
Semantic Scholar
Expert Agreement on the Presence and Spatial Localization of Melanocytic Features in Dermoscopy
K. Liopyris, C. Navarrete-Dechent, M. Marchetti, V. Rotemberg +37 more
2023Journal of Investigative Dermatology11 citations Open access
Semantic Scholar
Masked V-Net: an approach to brain tumor segmentation
Marcel Catà, Adrià Casamitjana Díaz, Irina Sánchez Muriana, M. Combalia +1 more
201710 citations
Semantic Scholar
Common genetic variants associated with melanoma risk or naevus count in patients with wildtype MC1R melanoma
N. Calbet-Llopart, M. Combalia, Anil Kiroglu, M. Potrony +8 more
2022British Journal of Dermatology9 citations Open access
Semantic Scholar
Machine Learning in Melanoma Diagnosis. Limitations About to be Overcome.
C. González-Cruz, M. A. Jofré, S. Podlipnik, M. Combalia +10 more
2020Actas Dermo-Sifiliográficas7 citations Open access
Semantic Scholar
Advanced Doppler Ultrasound Insights: A Multicenter Prospective Study on Healthy Skin
Priscila Giavedoni, J. Romaní, F. de Cabo, F. J. García-Martínez +17 more
2025Diagnostics6 citations Open access
Semantic Scholar
Guest Editorial Skin Image Analysis in the Age of Deep Learning
M. Celebi, C. Barata, A. Halpern, P. Tschandl +2 more
2023IEEE journal of biomedical and health informatics6 citations Open access
Semantic Scholar
Machine Learning in Melanoma Diagnosis. Limitations About to be Overcome
C. González-Cruz, M. A. Jofré, S. Podlipnik, M. Combalia +10 more
2020Actas Dermo-Sifiliográficas6 citations Open access
Semantic Scholar
Monte-Carlo Sampling applied to Multiple Instance Learning for Whole Slide Image Classification
M. Combalia, Verónica Vilaplana
20186 citations
Semantic Scholar
Author Correction: A patient-centric dataset of images and metadata for identifying melanomas using clinical context
V. Rotemberg, N. Kurtansky, B. Betz-Stablein, L. Caffery +21 more
2021Scientific Data5 citations Open access
Semantic Scholar
Dermoscopic, confocal and histopathologic characteristics of small‐diameter melanomas (minimelanoma): a cross sectional study
Camila Otero, S. Podlipnik, C. Carrera, A. García-Herrera +5 more
2021Australasian Journal of Dermatology5 citations
Semantic Scholar
Publisher Correction: Author Correction: A patient-centric dataset of images and metadata for identifying melanomas using clinical context
V. Rotemberg, N. Kurtansky, B. Betz-Stablein, L. Caffery +21 more
2021Scientific Data4 citations Open access
Semantic Scholar
Influence of germline genetic variants on dermoscopic features of melanoma
F. C. Pozzobon, G. Tell-Martí, N. Calbet-Llopart, A. Barreiro +9 more
2020Pigment Cell & Melanoma Research4 citations
Semantic Scholar
Computational model based on optical coherence tomography (OCT) skin scanning to identify and quantify acute radiation dermatitis (ARD): a prospective diagnostic study.
J. Gil-Lianes, G. Tena, M. Combalia, B. Alejo +9 more
2024Actas Dermo-Sifiliográficas2 citations Open access
Semantic Scholar
Guest editorial: Image analysis in dermatology
M. Celebi, C. Barata, A. Halpern, P. Tschandl +2 more
2022Medical Image Anal.2 citations
Semantic Scholar
PO-1280 Optical coherence tomography computational model to quantify radiotherapy induced skin effects
M. Mollà, G. Oses, G. Tena, M. Combalia +7 more
2023Radiotherapy and Oncology1 citations
Semantic Scholar
Analysis of dermoscopic changes of blue nevi on digital follow‐up: A 21‐year retrospective cohort study
F. Alamon‐Reig, M. Combalia, Raquel Albero-González, L. Alós +6 more
2023Journal of the European Academy of Dermatology and Venereology1 citations
Semantic Scholar
International Skin Imaging Collaboration (ISIC) Challenge: using dermoscopic image context to diagnose melanoma
N. Codella, M. Celebi, Kristin J. Dana, David A. Gutman +7 more
20201 citations
Semantic Scholar
Evaluating polygenic risk score prediction model for melanoma prognosis
M. Potrony, N. Calbet-Llopart, M. Combalia, G. Tell-Martí +6 more
2019Annals of Oncology1 citations Open access
Semantic Scholar
Imaging-guided tape stripping reveals consistent stratum corneum profiling of disease severity and treatment-responsive molecular features in pediatric atopic dermatitis.
D. Andersen, O. Yélamos, M. Combalia, Pablo Iglesias +10 more
2026Journal of dermatological science (Amsterdam)0 citations Open access
Semantic Scholar
52065 Results of adjuvant therapy for melanoma in real life: a retrospective cohort study
M. Luque-Luna, M. Gracia-Rius, Pablo Iglesias, Mireia Santos +6 more
2024Journal of American Academy of Dermatology0 citations
Semantic Scholar
43088 Analysis of dermoscopic changes of blue nevi on digital follow-up: a 21-year retrospective cohort study
F. Reig, M. Combalia, L. Serra-García, Raquel Albero-González +7 more
2023Journal of American Academy of Dermatology0 citations
Semantic Scholar
A new type of microscopy to help scientists examine skin cancers
J. Pérez-Anker, S. Ribero, O. Yélamos, A. García‐Herrara +6 more
20200 citations Open access
Semantic Scholar
一种可帮助科学家检查皮肤癌的新型显微镜检查
J. Pérez-Anker, S. Ribero, O. Yélamos, A. García‐Herrara +6 more
2020British Journal of Dermatology0 citations
Semantic Scholar

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