Gabriel Maicas

34 papers Journal 17Unranked 15
YearRankTypeTitle / Venue / Authors
2023 — conf
What's fair is... fair? Presenting JustEFAB, an ethical framework for operationalizing medical ethics and social justice in the integration of clinical machine learning: JustEFAB.
FAccT
Melissa D. McCradden, Oluwadara Odusi, Shalmali Joshi, Ismail Akrout, Kagiso Ndlovu, Ben Glocker, Gabriel Maicas, Xiaoxuan Liu, Mjaye Mazwi, Tee Garnett, Lauren Oakden-Rayner, Myrtede Alfred, Irvine Sihlahla, Oswa Shafei, Anna Goldenberg
2022 — conf
Censor-Aware Semi-supervised Learning for Survival Time Prediction from Medical Images.
MICCAI (8)
Renato Hermoza, Gabriel Maicas, Jacinto C. Nascimento, Gustavo Carneiro
2022 J jnl
Censor-aware Semi-supervised Learning for Survival Time Prediction from Medical Images.
CoRR
Renato Hermoza, Gabriel Maicas, Jacinto C. Nascimento, Gustavo Carneiro
2022 — conf
Mutual Information Neural Estimation for Unsupervised Multi-Modal Registration of Brain Images.
EMBC
Gerard Snaauw, Michele Sasdelli, Gabriel Maicas, Stephan Lau, Johan Verjans, Mark Jenkinson, Gustavo Carneiro
2022 J jnl
Mutual information neural estimation for unsupervised multi-modal registration of brain images.
CoRR
Gerard Snaauw, Michele Sasdelli, Gabriel Maicas, Stephan Lau, Johan Verjans, Mark Jenkinson, Gustavo Carneiro
2021 J jnl
Artificial intelligence for the diagnosis of lymph node metastases in patients with abdominopelvic malignancy: A systematic review and meta-analysis.
Artif. Intell. Medicine
Sergei Bedrikovetski, Nagendra N. Dudi-Venkata, Gabriel Maicas, Hidde M. Kroon, Warren Seow, Gustavo Carneiro, James W. Moore, Tarik Sammour
2021 J jnl
Detecting, Localising and Classifying Polyps from Colonoscopy Videos using Deep Learning.
CoRR
Yu Tian, Leonardo Zorron Cheng Tao Pu, Yuyuan Liu, Gabriel Maicas, Johan W. Verjans, Alastair D. Burt, Seon-Ho Shin, Rajvinder Singh, Gustavo Carneiro
2021 — conf
Post-Hoc Overall Survival Time Prediction From Brain MRI.
ISBI
Renato Hermoza, Gabriel Maicas, Jacinto C. Nascimento, Gustavo Carneiro
2021 J jnl
Post-hoc Overall Survival Time Prediction from Brain MRI.
CoRR
Renato Hermoza, Gabriel Maicas, Jacinto C. Nascimento, Gustavo Carneiro
2020 J jnl
Automatic Segmentation of Multiple Structures in Knee Arthroscopy Using Deep Learning.
IEEE Access
Yaqub Jonmohamadi, Yu Takeda, Fengbei Liu, Fumio Sasazawa, Gabriel Maicas, Ross Crawford, Jonathan Roberts, Ajay K. Pandey, Gustavo Carneiro
2020 — conf
Few-Shot Anomaly Detection for Polyp Frames from Colonoscopy.
MICCAI (6)
Yu Tian, Gabriel Maicas, Leonardo Zorron Cheng Tao Pu, Rajvinder Singh, Johan W. Verjans, Gustavo Carneiro
2020 J jnl
Few-Shot Anomaly Detection for Polyp Frames from Colonoscopy.
CoRR
Yu Tian, Gabriel Maicas, Leonardo Zorron Cheng Tao Pu, Rajvinder Singh, Johan W. Verjans, Gustavo Carneiro
2020 — conf
Photoshopping Colonoscopy Video Frames.
ISBI
Yuyuan Liu, Yu Tian, Gabriel Maicas, Leonardo Zorron Cheng Tao Pu, Rajvinder Singh, Johan W. Verjans, Gustavo Carneiro
2020 — conf
Region Proposals for Saliency Map Refinement for Weakly-Supervised Disease Localisation and Classification.
MICCAI (6)
Renato Hermoza, Gabriel Maicas, Jacinto C. Nascimento, Gustavo Carneiro
2020 J jnl
Region Proposals for Saliency Map Refinement for Weakly-supervised Disease Localisation and Classification.
CoRR
Renato Hermoza, Gabriel Maicas, Jacinto C. Nascimento, Gustavo Carneiro
2020 — conf
Self-supervised Depth Estimation to Regularise Semantic Segmentation in Knee Arthroscopy.
MICCAI (1)
Fengbei Liu, Yaqub Jonmohamadi, Gabriel Maicas, Ajay K. Pandey, Gustavo Carneiro
2020 J jnl
Self-supervised Depth Estimation to Regularise Semantic Segmentation in Knee Arthroscopy.
CoRR
Fengbei Liu, Yaqub Jonmohamadi, Gabriel Maicas, Ajay K. Pandey, Gustavo Carneiro
2020 — conf
Semi-Supervised Multi-Domain Multi-Task Training for Metastatic Colon Lymph Node Diagnosis from Abdominal CT.
ISBI
Saskia Glaser, Gabriel Maicas, Sergei Bedrikovetski, Tarik Sammour, Gustavo Carneiro
2020 — conf
Unsupervised Task Design to Meta-Train Medical Image Classifiers.
ISBI
Gabriel Maicas, Cuong Nguyen, Farbod Motlagh, Jacinto C. Nascimento, Gustavo Carneiro
2019 — ch.
Deep Reinforcement Learning for Detecting Breast Lesions from DCE-MRI.
Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics
Gabriel Maicas, Andrew P. Bradley, Jacinto C. Nascimento, Ian D. Reid, Gustavo Carneiro
2019 — conf
End-To-End Diagnosis And Segmentation Learning From Cardiac Magnetic Resonance Imaging.
ISBI
Gerard Snaauw, Dong Gong, Gabriel Maicas, Anton van den Hengel, Wiro J. Niessen, Johan Verjans, Gustavo Carneiro
2019 — conf
Model Agnostic Saliency For Weakly Supervised Lesion Detection From Breast DCE-MRI.
ISBI
Gabriel Maicas, Gerard Snaauw, Andrew P. Bradley, Ian D. Reid, Gustavo Carneiro
2019 J jnl
Photoshopping Colonoscopy Video Frames.
CoRR
Yuyuan Liu, Yu Tian, Gabriel Maicas, Leonardo Z. C. T. Pu, Rajvinder Singh, Johan W. Verjans, Gustavo Carneiro
2019 J jnl
Pre and post-hoc diagnosis and interpretation of malignancy from breast DCE-MRI.
Medical Image Anal.
Gabriel Maicas, Andrew P. Bradley, Jacinto C. Nascimento, Ian Reid, Gustavo Carneiro
2019 J jnl
Semi-supervised Multi-domain Multi-task Training for Metastatic Colon Lymph Node Diagnosis From Abdominal CT.
CoRR
Saskia Glaser, Gabriel Maicas, Sergei Bedrikovetski, Tarik Sammour, Gustavo Carneiro
2019 J jnl
Unsupervised Task Design to Meta-Train Medical Image Classifiers.
CoRR
Gabriel Maicas, Cuong Nguyen, Farbod Motlagh, Jacinto C. Nascimento, Gustavo Carneiro
2018 J jnl
End-to-End Diagnosis and Segmentation Learning from Cardiac Magnetic Resonance Imaging.
CoRR
Gerard Snaauw, Dong Gong, Gabriel Maicas, Anton van den Hengel, Wiro J. Niessen, Johan Verjans, Gustavo Carneiro
2018 — ed.
Image Analysis for Moving Organ, Breast, and Thoracic Images - Third International Workshop, RAMBO 2018, Fourth International Workshop, BIA 2018, and First International Workshop, TIA 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16 and 20, 2018, Proceedings
RAMBO+BIA+TIA@MICCAI
Danail Stoyanov, Zeike Taylor, Bernhard Kainz, Gabriel Maicas, Reinhard R. Beichel, Anne L. Martel, Lena Maier-Hein, Kanwal K. Bhatia, Tom Vercauteren, Ozan Oktay, Gustavo Carneiro, Andrew P. Bradley, Jacinto C. Nascimento, Hang Min, Matthew S. Brown, Colin Jacobs, Bianca Lassen-Schmidt, Kensaku Mori, Jens Petersen, Raúl San José Estépar, Alexander Schmidt-Richberg, Catarina Veiga
2018 J jnl
Model Agnostic Saliency for Weakly Supervised Lesion Detection from Breast DCE-MRI.
CoRR
Gabriel Maicas, Gerard Snaauw, Andrew P. Bradley, Ian D. Reid, Gustavo Carneiro
2018 J jnl
Pre and Post-hoc Diagnosis and Interpretation of Malignancy from Breast DCE-MRI.
CoRR
Gabriel Maicas, Andrew P. Bradley, Jacinto C. Nascimento, Ian Reid, Gustavo Carneiro
2018 — conf
Training Medical Image Analysis Systems like Radiologists.
MICCAI (1)
Gabriel Maicas, Andrew P. Bradley, Jacinto C. Nascimento, Ian D. Reid, Gustavo Carneiro
2018 J jnl
Training Medical Image Analysis Systems like Radiologists.
CoRR
Gabriel Maicas, Andrew P. Bradley, Jacinto C. Nascimento, Ian D. Reid, Gustavo Carneiro
2017 — conf
Deep Reinforcement Learning for Active Breast Lesion Detection from DCE-MRI.
MICCAI (3)
Gabriel Maicas, Gustavo Carneiro, Andrew P. Bradley, Jacinto C. Nascimento, Ian D. Reid
2017 — conf
Globally optimal breast mass segmentation from DCE-MRI using deep semantic segmentation as shape prior.
ISBI
Gabriel Maicas, Gustavo Carneiro, Andrew P. Bradley