Matthew B. Blaschko - Publications, H-index & Citations

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Matthew B. Blaschko

Universite Paris Saclay

32H-index

252Paper Count

8.0KCitation Count

Published Papers 27

Publication Date

ADNEX-AI: automated extraction of ultrasound predictors for interpretable ovarian cancer risk stratification

npj Precision Oncology

IF8

2025-12-11

OAAI

Axel Geysels; Giulia Garofalo; Stefan Timmerman; Jolien Ceusters; Francesca Buonomo; Daniela Fischerová; Antonia Carla Testa; Francesca Moro; Povilas Sladkevicius; Ligita Jokubkiene; Caroline Van Holsbeke; Marek Kudla; Artur Czekierdowski; Elisabeth Epstein; Yvette Groszmann; Matthew Blaschko; Tom Bourne; Bart De Moor; Lil Valentin; Ben Van Calster; Dirk Timmerman; Wouter Froyman

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Amygdala-predominant α-synuclein pathology is associated with exacerbated hippocampal neuron loss in Alzheimer's disease

BRAIN COMMUNICATIONS

IF4.5

2024-12-05

OAAI

Gawor, Klara; Tome, Sandra O.; Vandenberghe, Rik; Van Damme, Philip; Vandenbulcke, Mathieu; Otto, Markus; von Arnim, Christine A. F.; Ghebremedhin, Estifanos; Ronisz, Alicja; Ospitalieri, Simona; Blaschko, Matthew; Thal, Dietmar Rudolf

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Metrics reloaded: recommendations for image analysis validation

NATURE METHODS

IF32.1

2024-02-12

OAAI

Maier-Hein, Lena; Reinke, Annika; Godau, Patrick; Tizabi, Minu D.; Buettner, Florian; Christodoulou, Evangelia; Glocker, Ben; Isensee, Fabian; Kleesiek, Jens; Kozubek, Michal; Reyes, Mauricio; Riegler, Michael A.; Wiesenfarth, Manuel; Kavur, A. Emre; Sudre, Carole H.; Baumgartner, Michael; Eisenmann, Matthias; Heckmann-Noetzel, Doreen; Raedsch, Tim; Acion, Laura; Antonelli, Michela; Arbel, Tal; Bakas, Spyridon; Benis, Arriel; Blaschko, Matthew B.; Cardoso, M. Jorge; Cheplygina, Veronika; Cimini, Beth A.; Collins, Gary S.; Farahani, Keyvan; Ferrer, Luciana; Galdran, Adrian; van Ginneken, Bram; Haase, Robert; Hashimoto, Daniel A.; Hoffman, Michael M.; Huisman, Merel; Jannin, Pierre; Kahn, Charles E.; Kainmueller, Dagmar; Kainz, Bernhard; Karargyris, Alexandros; Karthikesalingam, Alan; Kofler, Florian; Kopp-Schneider, Annette; Kreshuk, Anna; Kurc, Tahsin; Landman, Bennett A.; Litjens, Geert; Madani, Amin; Maier-Hein, Klaus; Martel, Anne L.; Mattson, Peter; Meijering, Erik; Menze, Bjoern; Moons, Karel G. M.; Mueller, Henning; Nichyporuk, Brennan; Nickel, Felix; Petersen, Jens; Rajpoot, Nasir; Rieke, Nicola; Saez-Rodriguez, Julio; Sanchez, Clara I.; Shetty, Shravya; van Smeden, Maarten; Summers, Ronald M.; Taha, Abdel A.; Tiulpin, Aleksei; Tsaftaris, Sotirios A.; Van Calster, Ben; Varoquaux, Gael; Jaeger, Paul F.

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Clinically-Inspired Multi-Agent Transformers for Disease Trajectory Forecasting From Multimodal Data

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2024-01-01

OAAI

Nguyen, Huy Hoang; Blaschko, Matthew B.; Saarakkala, Simo; Tiulpin, Aleksei

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Deep learning on fundus images detects glaucoma beyond the optic disc (vol 11, 20313, 2021)

SCIENTIFIC REPORTS

IF3.9

2023-12-05

OAAI

Hemelings, Ruben; Elen, Bart; Barbosa-Breda, Joao; Blaschko, Matthew B.; De Boever, Patrick; Stalmans, Ingeborg

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A generalizable deep learning regression model for automated glaucoma screening from fundus images

NPJ DIGITAL MEDICINE

IF15.1

2023-06-13

OAAI

Hemelings, Ruben; Elen, Bart; Schuster, Alexander K.; Blaschko, Matthew B.; Barbosa-Breda, Joao; Hujanen, Pekko; Junglas, Annika; Nickels, Stefan; White, Andrew; Pfeiffer, Norbert; Mitchell, Paul; De Boever, Patrick; Tuulonen, Anja; Stalmans, Ingeborg

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Kinematics Design of a MacPherson Suspension Architecture Based on Bayesian Optimization

IEEE TRANSACTIONS ON CYBERNETICS

IF10.5

2023-04-01

PREAI

Thomas, Sinnu Susan; Palandri, Jacopo; Lakehal-Ayat, Mohsen; Chakravarty, Punarjay; Wolf-Monheim, Friedrich; Blaschko, Matthew B.

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LATE-NC aggravates GVD-mediated necroptosis in Alzheimer's disease

ACTA NEUROPATHOLOGICA COMMUNICATIONS

IF5.7

2022-09-03

OAAI

Koper, Marta J.; Tome, Sandra O.; Gawor, Klara; Belet, Annelies; Van Schoor, Evelien; Schaeverbeke, Jolien; Vandenberghe, Rik; Vandenbulcke, Mathieu; Ghebremedhin, Estifanos; Otto, Markus; von Arnim, Christine A. F.; Balusu, Sriram; Blaschko, Matthew B.; De Strooper, Bart; Thal, Dietmar Rudolf

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Benchmarking Scalable Predictive Uncertainty in Text Classification

IEEE ACCESS

IF3.6

2022-01-01

OAAI

Van Landeghem, Jordy; Blaschko, Matthew; Anckaert, Bertrand; Moens, Marie-Francine

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Talk2Car: Predicting Physical Trajectories for Natural Language Commands

IEEE ACCESS

IF3.6

2022-01-01

OAAI

Deruyttere, Thierry; Grujicic, Dusan; Blaschko, Matthew B.; Moens, Marie-Francine

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Deep learning on fundus images detects glaucoma beyond the optic disc

SCIENTIFIC REPORTS

IF3.9

2021-10-13

OAAI

Hemelings, Ruben; Elen, Bart; Barbosa-Breda, Joao; Blaschko, Matthew B.; De Boever, Patrick; Stalmans, Ingeborg

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Pathological myopia classification with simultaneous lesion segmentation using deep learning

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

IF4.8

2021-02-01

OAAI

Hemelings, Ruben; Elen, Bart; Blaschko, Matthew B.; Jacob, Julie; Stalmans, Ingeborg; De Boever, Patrick

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Semixup: In- and Out-of-Manifold Regularization for Deep Semi-Supervised Knee Osteoarthritis Severity Grading From Plain Radiographs

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2020-12-01

OAAI

Nguyen, Huy Hoang; Saarakkala, Simo; Blaschko, Matthew B.; Tiulpin, Aleksei

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Optimization for Medical Image Segmentation: Theory and Practice When Evaluating With Dice Score or Jaccard Index

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2020-11-01

209

OAAI

Eelbode, Tom; Bertels, Jeroen; Berman, Maxim; Vandermeulen, Dirk; Maes, Frederik; Bisschops, Raf; Blaschko, Matthew B.

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Discriminative Training of Conditional Random Fields with Probably Submodular Constraints

INTERNATIONAL JOURNAL OF COMPUTER VISION

IF9.3

2020-01-22

PREAI

Berman, Maxim; Blaschko, Matthew B.

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Artery-vein segmentation in fundus images using a fully convolutional network

COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

IF4.9

2019-09-01

OAAI

Hemelings, Ruben; Elend, Bart; Stalmans, Ingeborg; Van Keer, Karel; De Boever, Patrick; Blaschko, Matthew B.

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Accurate prediction of glaucoma from colour fundus images with a convolutional neural network that relies on active and transfer learning

ACTA OPHTHALMOLOGICA

IF2.8

2019-07-25

OAAI

Hemelings, Ruben; Elen, Bart; Barbosa-Breda, Joao; Lemmens, Sophie; Meire, Maarten; Pourjavan, Sayeh; Vandewalle, Evelien; Van de Veire, Sara; Blaschko, Matthew B.; De Boever, Patrick; Stalmans, Ingeborg

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Intraoperative margin assessment of human breast tissue in optical coherence tomography images using deep neural networks

COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

IF4.9

2018-11-01

OAAI

Triki, Amal Rannen; Blaschko, Matthew B.; Jung, Yoon Mo; Song, Seungri; Han, Hyun Ju; Kim, Seung Il; Joo, Chulmin

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An ensemble deep learning based approach for red lesion detection in fundus images

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

IF4.8

2018-01-01