Inês Machado

25 papers C 1Journal 16Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
Democratizing marine restoration best practices in a digital toolbox.
Int. J. Data Sci. Anal.
Lara Veylit, Ute Brönner, Kari Fischer, Dana Margareta King, Sahar Stevenson-Jones, Paula Dabán, Laura Leyva, Sara Haro, Marc Bouchoucha, João G. Monteiro, Simonetta Fraschetti, Cristina Gambi, Inês Machado, Juan Lugilde Yáñez, Pablo Sanchez-Jerez, Ida Beathe Øverjordet
2026 J jnl
PH2ST: Prompt-guided hypergraph learning for spatial transcriptomics prediction in whole slide images.
Medical Image Anal.
Yi Niu, Jiashuai Liu, Yingkang Zhan, Jiangbo Shi, Di Zhang, Marika Reinius, Inês Machado, Mireia Crispin-Ortuzar, Jialun Wu, Chen Li, Zeyu Gao
2025 J jnl
Automated cetacean detection in UAV imagery using AI models: a case study on Delphinid species.
Int. J. Data Sci. Anal.
João Canelas, Luana Clementino, André Cid, Joana Castro, Inês Machado, Susana M. Vieira
2025 — conf
Probabilistic Integration of Renal Cancer Radiology and Pathology Using Graph Neural Networks.
MICCAI (12)
Shangqi Gao, Shangde Gao, Inês Machado, Mireia Crispin-Ortuzar
2025 J jnl
ST-Prompt Guided Histological Hypergraph Learning for Spatial Gene Expression Prediction.
CoRR
Yi Niu, Jiashuai Liu, Yingkang Zhan, Jiangbo Shi, Di Zhang, Inês Machado, Mireia Crispin-Ortuzar, Chen Li, Zeyu Gao
2024 J jnl
A Deep Learning-Based Integrated Framework for Quality-Aware Undersampled Cine Cardiac MRI Reconstruction and Analysis.
IEEE Trans. Biomed. Eng.
Inês Machado, Esther Puyol-Antón, Kerstin Hammernik, Gastão Cruz, Devran Ugurlu, Ihsane Olakorede, Ilkay Öksüz, Bram Ruijsink, Miguel Castelo-Branco, Alistair A. Young, Claudia Prieto, Julia A. Schnabel, Andrew P. King
2024 — conf
General Vision Encoder Features as Guidance in Medical Image Registration.
WBIR
Fryderyk Victor Kögl, Anna Reithmeir, Vasiliki Sideri-Lampretsa, Inês Machado, Rickmer Braren, Daniel Rueckert, Julia A. Schnabel, Veronika A. Zimmer
2024 J jnl
General Vision Encoder Features as Guidance in Medical Image Registration.
CoRR
Fryderyk Victor Kögl, Anna Reithmeir, Vasiliki Sideri-Lampretsa, Inês Machado, Rickmer Braren, Daniel Rückert, Julia A. Schnabel, Veronika A. Zimmer
2021 C conf
Exploring the Potential of Sentinel-2 Data for Tree Crown Mapping in Oak Agro-Forestry Systems.
IGARSS
Hugo Costa, Inês Machado, Francisco D. Moreira, Pedro Benevides, Daniel Moraes, Mário Caetano
2021 J jnl
GPU optimization of the 3D Scale-invariant Feature Transform Algorithm and a Novel BRIEF-inspired 3D Fast Descriptor.
CoRR
Jean-Baptiste Carluer, Laurent Chauvin, Jie Luo, William M. Wells III, Inês Machado, Rola Harmouche, Matthew Toews
2021 — conf
Quality-Aware Cine Cardiac MRI Reconstruction and Analysis from Undersampled K-Space Data.
STACOM@MICCAI
Inês Machado, Esther Puyol-Antón, Kerstin Hammernik, Gastão Cruz, Devran Ugurlu, Bram Ruijsink, Miguel Castelo-Branco, Alistair A. Young, Claudia Prieto, Julia A. Schnabel, Andrew P. King
2021 J jnl
Quality-aware Cine Cardiac MRI Reconstruction and Analysis from Undersampled k-space Data.
CoRR
Inês Machado, Esther Puyol-Antón, Kerstin Hammernik, Gastão Cruz, Devran Ugurlu, Bram Ruijsink, Miguel Castelo-Branco, Alistair A. Young, Claudia Prieto, Julia A. Schnabel, Andrew P. King
2021 — conf
The Impact of Domain Shift on Left and Right Ventricle Segmentation in Short Axis Cardiac MR Images.
STACOM@MICCAI
Devran Ugurlu, Esther Puyol-Antón, Bram Ruijsink, Alistair A. Young, Inês Machado, Kerstin Hammernik, Andrew P. King, Julia A. Schnabel
2021 J jnl
The Impact of Domain Shift on Left and Right Ventricle Segmentation in Short Axis Cardiac MR Images.
CoRR
Devran Ugurlu, Esther Puyol-Antón, Bram Ruijsink, Alistair A. Young, Inês Machado, Kerstin Hammernik, Andrew P. King, Julia A. Schnabel
2020 J jnl
A comparison of thin-plate spline deformation and finite element modeling to compensate for brain shift during tumor resection.
Int. J. Comput. Assist. Radiol. Surg.
Sarah F. Frisken, Ma Luo, Parikshit Juvekar, Adomas Bunevicius, Inês Machado, Prashin Unadkat, Melina M. Bertotti, Matthew Toews, William M. Wells III, Michael I. Miga, Alexandra J. Golby
2020 J jnl
Evaluation of MRI to Ultrasound Registration Methods for Brain Shift Correction: The CuRIOUS2018 Challenge.
IEEE Trans. Medical Imaging
Yiming Xiao, Andreas Maier, Wolfgang Wein, Roozbeh Shams, Samuel Kadoury, David Drobny, Marc Modat, Ingerid Reinertsen, Hassan Rivaz, Matthieu Chabanas, Maryse Fortin, Inês Machado, Yangming Ou, Mattias P. Heinrich, Julia A. Schnabel, Xia Zhong
2019 J jnl
Deformable MRI-Ultrasound registration using correlation-based attribute matching for brain shift correction: Accuracy and generality in multi-site data.
NeuroImage
Inês Machado, Matthew Toews, Elizabeth George, Prashin Unadkat, Walid Essayed, Jie Luo, Pedro Teodoro, Herculano Carvalho, Jorge Martins, Polina Golland, Steve Pieper, Sarah F. Frisken, Alexandra J. Golby, William M. Wells III, Yangming Ou
2019 — conf
Preliminary results comparing thin-plate splines with finite element methods for modeling brain deformation during neurosurgery using intraoperative ultrasound.
Image-Guided Procedures
Sarah F. Frisken, Ma Luo, Inês Machado, Prashin Unadkat, Parikshit Juvekar, Adomas Bunevicius, Matthew Toews, William M. Wells III, Michael I. Miga, Alexandra J. Golby
2018 — conf
A Feature-Driven Active Framework for Ultrasound-Based Brain Shift Compensation.
MICCAI (4)
Jie Luo, Matthew Toews, Inês Machado, Sarah F. Frisken, Miaomiao Zhang, Frank Preiswerk, Alireza Sedghi, Hongyi Ding, Steve Pieper, Polina Golland, Alexandra J. Golby, Masashi Sugiyama, William M. Wells III
2018 J jnl
A Feature-Driven Active Framework for Ultrasound-Based Brain Shift Compensation.
CoRR
Jie Luo, Matthew Toews, Inês Machado, Sarah F. Frisken, Miaomiao Zhang, Frank Preiswerk, Alireza Sedghi, Hongyi Ding, Steve Pieper, Polina Golland, Alexandra J. Golby, Masashi Sugiyama, William M. Wells III
2018 — conf
Deformable MRI-Ultrasound Registration via Attribute Matching and Mutual-Saliency Weighting for Image-Guided Neurosurgery.
POCUS/BIVPCS/CuRIOUS/CPM@MICCAI
Inês Machado, Matthew Toews, Jie Luo, Prashin Unadkat, Walid Essayed, Elizabeth George, Pedro Teodoro, Herculano Carvalho, Jorge Martins, Polina Golland, Steve Pieper, Sarah F. Frisken, Alexandra J. Golby, William M. Wells III, Yangming Ou
2018 J jnl
Non-rigid registration of 3D ultrasound for neurosurgery using automatic feature detection and matching.
Int. J. Comput. Assist. Radiol. Surg.
Inês Machado, Matthew Toews, Jie Luo, Prashin Unadkat, Walid Essayed, Elizabeth George, Pedro Teodoro, Herculano Carvalho, Jorge Martins, Polina Golland, Steve Pieper, Sarah F. Frisken, Alexandra J. Golby, William M. Wells III
2018 J jnl
Using the variogram for vector outlier screening: application to feature-based image registration.
Int. J. Comput. Assist. Radiol. Surg.
Jie Luo, Sarah F. Frisken, Inês Machado, Miaomiao Zhang, Steve Pieper, Polina Golland, Matthew Toews, Prashin Unadkat, Alireza Sedghi, Haoyin Zhou, Alireza Mehrtash, Frank Preiswerk, Cheng-Chieh Cheng, Alexandra J. Golby, Masashi Sugiyama, William M. Wells III
2015 J jnl
Human activity data discovery from triaxial accelerometer sensor: Non-supervised learning sensitivity to feature extraction parametrization.
Inf. Process. Manag.
Inês Machado, Ana Luísa Gomes, Hugo Gamboa, Vítor Paixão, Rui M. Costa
2014 — conf
Human Activity Recognition from Triaxial Accelerometer Data - Feature Extraction and Selection Methods for Clustering of Physical Activities.
BIOSIGNALS
Inês Machado, Ricardo Gomes, Hugo Gamboa, Vítor Paixão