João S. Carvalho

202020212022202320241 2 3 6 8

Joachim M. BuhmannETH ZurichVerified email at inf.ethz.ch
Mario A. T. FigueiredoInstituto de Telecomunicações, Instituto Superior Técnico, Universidade de LisboaVerified email at tecnico.ulisboa.pt
Nikolaos Papanikolaou, Ph.D.Principal Investigator in Oncologic Imaging, Champalimaud Centre for the UnknownVerified email at npapan.com
Lena RubiETH ZurichVerified email at inf.ethz.ch
João SantinhaSenior Researcher at Digital Surgery LAB - Champalimaud FoundationVerified email at research.fchampalimaud.org
Robin C. GeyerPhD Student at Institute for Machine Learning ETH ZurichVerified email at ethz.ch
Lukas KleinIML Group at DKFZ, ETH ZürichVerified email at dkfz.de
Paul F. JaegerInteractive Machine Learning Research Group at DKFZVerified email at dkfz.de
Paolo PennaIOGVerified email at iohk.io
Mennatallah El-AssadyETH Zürich, AI CenterVerified email at ethz.ch
Djordje MiladinovicGSK.aiVerified email at gsk.com
Alexander MeyerGerman Heart Center Berlin; Berlin Institute of the Foundations of Learning and Data; BerlinVerified email at dhzb.de
Thomas FrauenfelderUniversity Hospital ZurichVerified email at usz.ch
Andre EulerCantonal Hospital BadenVerified email at ksb.ch
Dr. Fabian LaumerETH ZürichVerified email at inf.ethz.ch
Nikolaos PapanikolaouHead of Computational Clinical Imaging GroupVerified email at research.fchampalimaud.org
Alessandro TorcinovichResearcher, Free University of Bozen-Bolzano, ETHVerified email at inf.ethz.ch

João S. Carvalho

PhD Student

Verified email at inf.ethz.ch


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Automatic detection and segmentation of lung lesions using deep residual CNNs JBS Carvalho, JM Moreira, MAT Figueiredo, N Papanikolaou 2019 IEEE 19th international conference on bioinformatics and bioengineering …, 2019	11	2019
Preinterventional Third-Molar Assessment Using Robust Machine Learning JS Carvalho, M Lotz, L Rubi, S Unger, T Pfister, JM Buhmann, ... Journal of Dental Research 102 (13), 1452-1459, 2023	5	2023
Improving Explainability of Disentangled Representations using Multipath-Attribution Mappings L Klein, JBS Carvalho, M El-Assady, P Penna, JM Buhmann, PF Jaeger Medical Imaging with Deep Learning, 2022	2	2022
Invariant anomaly detection under distribution shifts: a causal perspective J Carvalho, M Zhang, R Geyer, C Cotrini, JM Buhmann Advances in Neural Information Processing Systems 36, 2024	1	2024
Holistic modeling in medical image segmentation using spatial recurrence JBS Carvalho, J Santinha, D Miladinovic, C Cotrini, JM Buhmann International Conference on Medical Imaging with Deep Learning, 199-218, 2022	1	2022
Domain Generalization for Diagnosis of Pulmonary Fibrosis Using Dose-Invariant Feature Selection JBS Carvalho, C Cotrini, F Laumer, A Euler, K Martini, T Frauenfelder, ... 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI), 1-5, 2023		2023
Beyond Disentanglement: On the Orthogonality of Learned Representations RC Geyer, A Torcinovich, JBS Carvalho, A Meyer, JM Buhmann

The system can't perform the operation now. Try again later.

Articles 1–7

Citations per year