ProfileOfResearchers

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TITLE: A CAD System for Colorectal Cancer from WSI: A Clinically Validated Interpretable ML-based Prototype
AUTHORS: Pedro C Neto ; Diana Montezuma; Sara Pires de Oliveira; Domingos Oliveira; João Fraga; Ana Monteiro; João C Monteiro; Liliana Ribeiro; Sofia Gonçalves; Stefan Reinhard; Inti Zlobec; Isabel M Pinto; Jaime S Cardoso ;
PUBLISHED: 2023, SOURCE: CoRR, VOLUME: abs/2301.02608

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TITLE: A simple machine learning-based framework for faster multi-scale simulations of path-independent materials at large strains Full Text
AUTHORS: Carneiro, A. M. Couto; Alves, A. Francisca Carvalho; Coelho, R. P. Cardoso; Cardoso, Jaime S. ; Pires, F. M. Andrade;
PUBLISHED: 2023, SOURCE: FINITE ELEMENTS IN ANALYSIS AND DESIGN, VOLUME: 222

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TITLE: Annotating for Artificial Intelligence Applications in Digital Pathology: A Practical Guide for Pathologists and Researchers
AUTHORS: Montezuma, Diana; Oliveira, Sara P. ; Neto, Pedro C. ; Oliveira, Domingos; Monteiro, Ana; Cardoso, Jaime S. ; Macedo Pinto, Isabel;
PUBLISHED: 2023, SOURCE: MODERN PATHOLOGY, VOLUME: 36, ISSUE: 4

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TITLE: Author Correction: Computer-aided diagnosis through medical image retrieval in radiology (Scientific Reports, (2022), 12, 1, (20732), 10.1038/s41598-022-25027-2) Full Text
AUTHORS: Silva, W; Gonçalves, T; Härmä, K; Schröder, E; Obmann, VC; Barroso, MC; Poellinger, A; Reyes, M; Cardoso, JS ;
PUBLISHED: 2023, SOURCE: Scientific Reports, VOLUME: 13, ISSUE: 1

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TITLE: Classification of Pulmonary Nodules in 2-[18F]FDG PET/CT Images with a 3D Convolutional Neural Network
AUTHORS: Victor Manuel Alves; Jaime dos Santos Cardoso ; João Gama ;
PUBLISHED: 2023, SOURCE: Nuclear Medicine and Molecular Imaging

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TITLE: CoNIC Challenge: Pushing the Frontiers of Nuclear Detection, Segmentation, Classification and Counting
AUTHORS: Simon Graham; Quoc Dang Vu; Mostafa Jahanifar; Martin Weigert; Uwe Schmidt; Wenhua Zhang; Jun Zhang; Sen Yang; Jinxi Xiang; Xiyue Wang; Josef Lorenz Rumberger; Elias Baumann; Peter Hirsch; Lihao Liu; Chenyang Hong; Angelica I Avilés Rivero; Ayushi Jain; Heeyoung Ahn; Yiyu Hong; Hussam Azzuni; Min Xu; Mohammad Yaqub; Marie Claire Blache; Benoît Piégu; Bertrand Vernay; Tim Scherr; Moritz Böhland; Katharina Löffler; Jiachen Li; Weiqin Ying; Chixin Wang; Dagmar Kainmueller; Carola Bibiane Schönlieb; Shuolin Liu; Dhairya Talsania; Yughender Meda; Prakash Mishra; Muhammad Ridzuan; Oliver Neumann; Marcel P Schilling; Markus Reischl; Ralf Mikut; Banban Huang; Hsiang Chin Chien; Ching Ping Wang; Chia Yen Lee; Hong Kun Lin; Zaiyi Liu; Xipeng Pan; Chu Han; Jijun Cheng; Muhammad Dawood; Srijay Deshpande; Raja Muhammad Saad Bashir; Adam Shephard; Pedro Costa; João D Nunes; Aurélio Campilho ; Jaime S Cardoso ; Hrishikesh P S; Densen Puthussery; Devika R G; Jiji C V; Ye Zhang; Zijie Fang; Zhifan Lin; Yongbing Zhang; Chunhui Lin; Liukun Zhang; Lijian Mao; Min Wu; Thi Tuong Vi Vo; Soo Hyung Kim; Taebum Lee; Satoshi Kondo; Satoshi Kasai; Pranay Dumbhare; Vedant Phuse; Yash Dubey; Ankush Jamthikar; Trinh Thi Le Vuong; Jin Tae Kwak; Dorsa Ziaei; Hyun Jung; Tianyi Miao; David R J Snead; Shan E Ahmed Raza; Fayyaz Minhas; Nasir M Rajpoot; ...More
PUBLISHED: 2023, SOURCE: CoRR, VOLUME: abs/2303.06274

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TITLE: Deep Edge Detection Methods for the Automatic Calculation of the Breast Contour
AUTHORS: Freitas, Nuno; Silva, Daniel; Mavioso, Carlos; Cardoso, Maria J. J.; Cardoso, Jaime S. S. ;
PUBLISHED: 2023, SOURCE: BIOENGINEERING-BASEL, VOLUME: 10, ISSUE: 4

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TITLE: Deep Minutiae Fingerprint Extraction Using Equivariance Priors
AUTHORS: Gouveia, Margarida ; Eduardo Castro; Ana Rebelo; Jaime S Cardoso ; Bruno Patrão;
PUBLISHED: 2023, SOURCE: Proceedings of the 16th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2023, Volume 4: BIOSIGNALS, Lisbon, Portugal, February 16-18, 2023.

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TITLE: Disentangled Representation Learning for Privacy-Preserving Case-Based Explanations
AUTHORS: Montenegro, Helena; Silva, Wilson; Cardoso, Jaime S. ;
PUBLISHED: 2023, SOURCE: 1st Workshop on Medical Applications with Disentanglements (MAD) at the MICCAI Conference in MEDICAL APPLICATIONS WITH DISENTANGLEMENTS, MAD 2022, VOLUME: 13823

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