Human Activity Recognition from Triaxial Accelerometer Data - Feature Extraction and Selection Methods for Clustering of Physical Activities. - Inês Machado; Ricardo Gomes; Hugo Gamboa; Vítor Paixão (BIOSIGNALS, 2014)

Human activity data discovery from triaxial accelerometer sensor: Non-supervised learning sensitivity to feature extraction parametrization. - Inês Machado; Ana Luísa Gomes; Hugo Gamboa; Vítor Paixão; Rui M. Costa (Inf. Process. Manag., 2015)

A Feature-Driven Active Framework for Ultrasound-Based Brain Shift Compensation. - Jie Luo 003; Matthew Toews; Inês Machado; Sarah F. Frisken; Miaomiao Zhang 002; Frank Preiswerk; Alireza Sedghi; Hongyi Ding; Steve Pieper 001; Polina Golland; Alexandra J. Golby; Masashi Sugiyama; et al. (MICCAI (4), 2018)

Deformable MRI-Ultrasound Registration via Attribute Matching and Mutual-Saliency Weighting for Image-Guided Neurosurgery. - Inês Machado; Matthew Toews; Jie Luo 003; Prashin Unadkat; Walid Essayed; Elizabeth George; Pedro Teodoro; Herculano Carvalho; Jorge Martins 001; Polina Golland; Steve Pieper 001; Sarah F. Frisken; et al. (POCUS/BIVPCS/CuRIOUS/CPM@MICCAI, 2018)

Using the variogram for vector outlier screening: application to feature-based image registration. - Jie Luo 003; Sarah F. Frisken; Inês Machado; Miaomiao Zhang 002; Steve Pieper 001; Polina Golland; Matthew Toews; Prashin Unadkat; Alireza Sedghi; Haoyin Zhou; Alireza Mehrtash; Frank Preiswerk; et al. (Int. J. Comput. Assist. Radiol. Surg., 2018)

Non-rigid registration of 3D ultrasound for neurosurgery using automatic feature detection and matching. - Inês Machado; Matthew Toews; Jie Luo 003; Prashin Unadkat; Walid Essayed; Elizabeth George; Pedro Teodoro; Herculano Carvalho; Jorge Martins 001; Polina Golland; Steve Pieper 001; Sarah F. Frisken; et al. (Int. J. Comput. Assist. Radiol. Surg., 2018)

Preliminary results comparing thin-plate splines with finite element methods for modeling brain deformation during neurosurgery using intraoperative ultrasound. - 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 (Image-Guided Procedures, 2019)

Deformable MRI-Ultrasound registration using correlation-based attribute matching for brain shift correction: Accuracy and generality in multi-site data. - Inês Machado; Matthew Toews; Elizabeth George; Prashin Unadkat; Walid Essayed; Jie Luo 003; Pedro Teodoro; Herculano Carvalho; Jorge Martins 001; Polina Golland; Steve Pieper 001; Sarah F. Frisken; et al. (NeuroImage, 2019)

A comparison of thin-plate spline deformation and finite element modeling to compensate for brain shift during tumor resection. - 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 (Int. J. Comput. Assist. Radiol. Surg., 2020)

Evaluation of MRI to Ultrasound Registration Methods for Brain Shift Correction: The CuRIOUS2018 Challenge. - Yiming Xiao; Andreas Maier 001; Wolfgang Wein; Roozbeh Shams; Samuel Kadoury; David Drobny; Marc Modat; Ingerid Reinertsen; Hassan Rivaz; Matthieu Chabanas; Maryse Fortin; Inês Machado; et al. (IEEE Trans. Medical Imaging, 2020)

Exploring the Potential of Sentinel-2 Data for Tree Crown Mapping in Oak Agro-Forestry Systems. - Hugo Costa; Inês Machado; Francisco D. Moreira; Pedro Benevides; Daniel Moraes; Mário Caetano (IGARSS, 2021)

Quality-Aware Cine Cardiac MRI Reconstruction and Analysis from Undersampled K-Space Data. - 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 (STACOM@MICCAI, 2021)

The Impact of Domain Shift on Left and Right Ventricle Segmentation in Short Axis Cardiac MR Images. - Devran Ugurlu; Esther Puyol-Antón; Bram Ruijsink; Alistair A. Young; Inês Machado; Kerstin Hammernik; Andrew P. King; Julia A. Schnabel (STACOM@MICCAI, 2021)

GPU optimization of the 3D Scale-invariant Feature Transform Algorithm and a Novel BRIEF-inspired 3D Fast Descriptor. - Jean-Baptiste Carluer; Laurent Chauvin; Jie Luo 003; William M. Wells III; Inês Machado; Rola Harmouche; Matthew Toews (CoRR, 2021)

Shallow-Deep Synergy: Boosting Cross-Domain Generalization in Histopathological Image Segmentation. - Xiangyu Wang; Weiheng Su; Yuxing Dong; Yang Li 139; Xianli Zhang; Tieliang Gong; Inês Prata Machado; Mireia Crispin-Ortuzar; Chen Li 011; Zeyu Gao 001 (BIBM, 2024)

General Vision Encoder Features as Guidance in Medical Image Registration. - Fryderyk Victor Kögl; Anna Reithmeir; Vasiliki Sideri-Lampretsa; Inês Machado; Rickmer Braren; Daniel Rueckert; Julia A. Schnabel; Veronika A. Zimmer (WBIR, 2024)

A Self-supervised Image Registration Approach for Measuring Local Response Patterns in Metastatic Ovarian Cancer. - Inês Prata Machado; Anna Reithmeir; Fryderyk Victor Kögl; Leonardo Rundo; Gabriel Funingana; Marika Reinius; Gift Mungmeeprued; Zeyu Gao 001; Cathal McCague; Eric Kerfoot; Ramona Woitek; Evis Sala; et al. (WBIR, 2024)

A Deep Learning-Based Integrated Framework for Quality-Aware Undersampled Cine Cardiac MRI Reconstruction and Analysis. - 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; et al. (IEEE Trans. Biomed. Eng., 2024)

ST-Prompt Guided Histological Hypergraph Learning for Spatial Gene Expression Prediction. - Yi Niu; Jiashuai Liu; Yingkang Zhan; Jiangbo Shi; Di Zhang; Inês Machado; Mireia Crispin-Ortuzar; Chen Li 011; Zeyu Gao 001 (CoRR, 2025)