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I

Inês Machado

university of cambridge

10H-index
58Paper Count
396Citation Count
Published Papers 13
Publication Date
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ALPaCA: Adapting Llama for Pathology Context Analysis to enable slide-level question answering
errNature Communications
IF15.7
err2026-08-20
err0
errOAAI
errZeyu Gao; Kai He; Weiheng Su; Xiaobo Pang; Ines P. Machado; Mercedes Jimenez-Linan; Brian Rous; Chunbao Wang; Chengzu Li; William McGough; Shangqi Gao; Di Zhang; Tieliang Gong; Ming Y. Lu; Faisal Mahmood; Mengling Feng; Chen Li; Mireia Crispin-Ortuzar
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Leave No Data Behind: Exploring a new paradigm in oncology with foundation models and large language models
errCell Reports Medicine
IF10.6
err2026-08-04
err0
errOAAI
errFederica Corso; Aleksandra Zec; Margherita Favali; Marta Ligero; Lars Hilgers; Luca Mauro Invernizzi; Laura Mazzeo; Adria Marcos Morales; Gustav Anton Müller-Franzes; Ines Prata Machado; Felix Busch; Vanja Mišković; Francesco Trovò; Claudia Proto; Giuseppe Lo Russo; Mario Occhipinti; Marta Brambilla; Teresa Beninato; Susan Halabi; Marina Chiara Garassino
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errSave
Data-driven registration and modeling of brain deformation for image-guided neurosurgery
errMedical Image Analysis
IF11.8
err2026-07-15
err0
errOAAI
errTiago Assis; Colin P. Galvin; Joshua P. Castillo; Nazim Haouchine; Marta Kersten-Oertel; Zeyu Gao; Mireia Crispin-Ortuzar; Stephen J. Price; Thomas Santarius; Yangming Ou; Sarah Frisken; Nuno C. Garcia; Alexandra J. Golby; Reuben Dorent; Ines P. Machado
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errSave
PH2ST: Prompt-guided hypergraph learning for spatial transcriptomics prediction in whole slide images
errMedical Image Analysis
IF11.8
err2026-02-26
err0
errOAAI
errYi Niu; Jiashuai Liu; Yingkang Zhan; Jiangbo Shi; Di Zhang; Marika Reinius; Ines Machado; Mireia Crispin-Ortuzar; Jialun Wu; Chen Li; Zeyu Gao
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errSave
Deep Biomechanically-Guided Interpolation for Keypoint-Based Brain Shift Registration
errCOLLABORATIVE INTELLIGENCE AND AUTONOMY IN IMAGE-GUIDED SURGERY, COLAS 2025
IF0
err2026-01-01
err0
PREAI
errAssis, Tiago; Machado, Ines P.; Zwick, Benjamin; Garcia, Nuno C.; Dorent, Reuben
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errSave
Probabilistic Integration of Renal Cancer Radiology and Pathology Using Graph Neural Networks
errMEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT XII
IF0
err2026-01-01
err0
PREAI
errGao, Shangqi; Gao, Shangde; Machado, Ines; Crispin-Ortuzar, Mireia
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errSave
Advancing marine mammal monitoring: Large-scale UAV delphinidae datasets and robust motion tracking for group size estimation
errMACHINE LEARNING WITH APPLICATIONS
IF4.9
err2025-12-01
err0
errOAAI
errFilipe, Leonardo Viegas; Canelas, Joao; Vieira, Mario; da Fonseca, Francisco Correia; Cid, Andre; Castro, Joana; Machado, Ines
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errSave
Multi-task deep learning for automatic image segmentation and treatment response assessment in metastatic ovarian cancer
errINTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY
IF2.3
err2025-09-01
err0
errOAAI
errDrury, Bevis; Machado, Ines P.; Gao, Zeyu; Buddenkotte, Thomas; Mahani, Golnar; Funingana, Gabriel; Reinius, Marika; McCague, Cathal; Woitek, Ramona; Sahdev, Anju; Sala, Evis; Brenton, James D.; Crispin-Ortuzar, Mireia
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errSave
CoxKAN: Kolmogorov-Arnold networks for interpretable, high-performance survival analysis
errBIOINFORMATICS
IF5.4
err2025-08-01
err4
errOAAI
errKnottenbelt, William; McGough, William; Wray, Rebecca; Zhang, Woody Zhidong; Liu, Jiashuai; Machado, Ines Prata; Gao, Zeyu; Crispin-Ortuzar, Mireia
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errSave
Angiogenic and immune predictors of neoadjuvant axitinib response in renal cell carcinoma with venous tumour thrombus
errNATURE COMMUNICATIONS
IF15.7
err2025-04-28
err0
errOAAI
errWray, Rebecca; Paverd, Hania; Machado, Ines; Barbieri, Johanna; Easita, Farhana; Edwards, Abigail R.; Gallagher, Ferdia A.; Mendichovszky, Iosif A.; Mitchell, Thomas J.; de la Roche, Maike; Shields, Jacqueline D.; Ursprung, Stephan; Wallis, Lauren; Warren, Anne Y.; Welsh, Sarah J.; Crispin-Ortuzar, Mireia; Stewart, Grant D.; Jones, James O.
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errSave
Automated cetacean detection in UAV imagery using AI models: a case study on Delphinid species
errINTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS
IF2.8
err2025-01-10
err0
errOAAI
errCanelas, Joao; Clementino, Luana; Cid, Andre; Castro, Joana; Machado, Ines; Vieira, Susana
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errSave
Evaluation of MRI to Ultrasound Registration Methods for Brain Shift Correction: The CuRIOUS2018 Challenge
errIEEE TRANSACTIONS ON MEDICAL IMAGING
IF9.8
err2020-03-01
err47
errOAAI
errXiao, Yiming; Rivaz, Hassan; Chabanas, Matthieu; Fortin, Maryse; Machado, Ines; Ou, Yangming; Heinrich, Mattias P.; Schnabel, Julia A.; Zhon, Xia; Maier, Andreas; Wein, Wolfgang; Shams, Roozbeh; Kadoury, Samuel; Drobny, David; Modat, Marc; Reinertsen, Ingerid
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errSave
Human activity data discovery from triaxial accelerometer sensor: Non-supervised learning sensitivity to feature extraction parametrization
errINFORMATION PROCESSING & MANAGEMENT
IF6.9
err2015-03-01
err65
PREAI
errMachado, Ines P.; Gomes, A. Luisa; Gamboa, Hugo; Paixdo, Vitor; Costa, Rui M.
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
J
James D. Brenton
H-index: 77 · Papers: 675
M
Marina Chiara Garassino
H-index: 73 · Papers: 916
E
Evis Sala
H-index: 71 · Papers: 540
T
Thomas J. Mitchell
H-index: 71 · Papers: 377
G
Grant D. Stewart
H-index: 68 · Papers: 509
View more