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Papers matching “model learning” 5,180

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Multicentric 68Ga-PSMA PET radiomics for treatment response assessment of 177Lu-PSMA-617 radioligand therapy in patients with metastatic castration-resistant prostate cancer
2023 Frontiers in Nuclear Medicine article Medicine Radiomics and Machine Learning in Medical Imaging Open access

Robin Gutsche, Gizem Gülmüs, Felix Manuel Mottaghy, Florian Gärtner, Markus Essler, Dirk von Mallek, +3 more

19

citations
Objectivity and accuracy enhancement within ANN‐based multiscale material modeling
2023 PAMM article Materials Science Machine Learning in Materials Science Open access

Yousef Heider, WaiChing Sun

3

citations
Integrating CT into Biology
2022 conference-paper Computer Science Teaching and Learning Programming Open access

Jacqueline Nijenhuis-Voogt, Sabiha Yeni, Erik Barendsen

0

citations
DeepEOSNet: Capturing the dependency on thermodynamic state in property prediction tasks
2026 Computers & Chemical Engineering article Materials Science Machine Learning in Materials Science Open access

Jan Pavšek, Alexander Mitsos, Manuel Dahmen, Jan G. Rittig

1

citations
A Modular End-to-End Sim2Real Pipeline for Object Detection and 6D-Pose Estimation in Robot-based Industrial Assembly
2026 Procedia CIRP article Engineering Robot Manipulation and Learning Open access

Oliver Petrović, Patrick Dohmen, Petar Tesic, Werner Herfs

0

citations
Coreset Selection With K-CREST: Evaluation of a Sustainable Approach on Remote Sensing Data
2026 IEEE Access article Computer Science Machine Learning and Data Classification Open access

Samy Hashim, Ehsan Zandi, Rocco Sedona, Shirin Salehi, Anke Schmeink, Morris Riedel, +1 more

0

citations
Atomic Visual Entailment: Enhancing Zero-Shot Vision-Language Reasoning through Atomic Fact Decomposition and Learned Selection
2026 arXiv (Cornell University) preprint Computer Science Multimodal Machine Learning Applications Open access

Nallathambi Vethiappan, Derya Soydaner, Gijs Wijnholds

0

citations
Radiomics in Head and Neck Cancer Outcome Predictions
2022 Diagnostics article Medicine Radiomics and Machine Learning in Medical Imaging Open access

Christina Gsaxner, André Filipe Ferreira, Jianning Li, Behrus Puladi, Jens Kleesiek, Jan Egger, +1 more

23

citations
Quantitative and temporal approach to utilising electronic medical records from general practices in mental health prediction
2020 Computers in Biology and Medicine article Computer Science Machine Learning in Healthcare Open access

Olga Półchłopek, Nynke R. Koning, Frederike L. Büchner, Mathilde R. Crone, Mattijs Everard Numans, Mark Hoogendoorn

17

citations
Multi-target regression and cross-validation for non-isothermal glass molding experiments with small sample sizes
2023 conference-paper Materials Science Machine Learning in Materials Science

Hendrik Mende, Saksham Kiroriwal, Julius Pfrommer, Robert Heinrich Schmitt, Jürgen Beyerer

3

citations
Predicting the dissolution of metal-based nanoparticles by means of QSPRs and the effect of data augmentation
2025 NanoImpact article Materials Science Machine Learning in Materials Science Open access

Yuchao Song, Surendra Balraadjsing, Willie J.G.M. Peijnenburg, Martina G. Vijver

15

citations
Modellierungsansatz zur Vorhersage der mechanischen und rheologischen Eigenschaften von Polypropylen-Compounds
2025 RWTH Publications (RWTH Aachen) dissertation Materials Science Machine Learning in Materials Science Open access

0

citations
NeuralPDR: neural differential equations as surrogate models for photodissociation regions
2025 Machine Learning Science and Technology article Physics and Astronomy Model Reduction and Neural Networks Open access

Gijs Vermariën, Thomas G. Bisbas, S. Viti, Yue Zhao

7

citations
Local policy search with Bayesian optimization
2021 arXiv (Cornell University) preprint Computer Science Reinforcement Learning in Robotics Open access

Sarah Müller, Alexander von Rohr, Sebastian Trimpe

17

citations
Discovering emergent connections in quantum physics research via dynamic word embeddings
2025 Machine Learning Science and Technology article Computer Science Topic Modeling Open access

Felix Frohnert, Xuemei Gu, Mario Krenn, Evert van Nieuwenburg

5

citations
Measuring Cognitive Load in Virtual Reality Training via Pupillometry
2023 IEEE Transactions on Learning Technologies article Psychology Visual and Cognitive Learning Processes Open access

Joy Yeonjoo Lee, Nynke de Jong, Jeroen Donkers, Halszka M. Jarodzka, Jeroen J. G. van Merriënboer

39

citations
Medical transformer for multimodal survival prediction in intensive care: integration of imaging and non-imaging data
2023 Scientific Reports article Computer Science Machine Learning in Healthcare Open access

Firas Khader, Jakob Nikolas Kather, Gustav Anton Müller‐Franzes, Tianci Wang, Tianyu Han, Soroosh Tayebi Arasteh, +7 more

60

citations
Natural Language Processing Methods to Identify Oncology Patients at High Risk for Acute Care with Clinical Notes
2022 arXiv (Cornell University) preprint Computer Science Machine Learning in Healthcare Open access

Claudio Fanconi, Marieke Meija van Buchem, Tina Hernandez‐Boussard

7

citations
Aspen Open Jets: unlocking LHC data for foundation models in particle physics
2025 Machine Learning Science and Technology article Physics and Astronomy Particle physics theoretical and experimental studies Open access

Oz Amram, Luca Anzalone, Joschka Birk, Darius A. Faroughy, Anna Hallin, Gregor Kasieczka, +3 more

34

citations
Radiomics preoperative-Fistula Risk Score (RAD-FRS) for pancreatoduodenectomy: development and external validation
2023 BJS Open article Medicine Radiomics and Machine Learning in Medical Imaging Open access

Erik Wouter Ingwersen, Jacqueline Isabel Bereska, Alberto Balduzzi, Boris V. Janssen, Marc G. Besselink, Geert Kazemier, +11 more

15

citations
OGTFinder: A Curated Growth Temperature Data Set and Its Application To Predict Optimal Growth Temperatures of Bacteria and Archaea
2026 Journal of Chemical Information and Modeling article Biochemistry, Genetics and Molecular Biology Machine Learning in Bioinformatics Open access

Sophie Colette, Jaldert François, Bart De Moor, Vera van Noort

6

citations
Sequential EXtreme Gradient Boosting-Based Descriptor Reduction for Size Prediction of Zwitterionic Polymer-Based Nanoparticles
2025 ACS Omega article Materials Science Machine Learning in Materials Science Open access

Sima Rezvantalab, Sara Mihandoost, Roger M. Pallares, Fabian M. Kiessling

1

citations
Adversarial Genomic Sequences Could Evade Biosecurity Screening
2026 IEEE Security and Privacy Workshops (SPW) conference-paper Computer Science Adversarial Robustness in Machine Learning Open access

Jeyashree Krishnan, Ajay Mandyam Rangarajan, Andrea Loehr, Jason Hoelscher-Obermaier

0

citations
Towards expert-level AI-based classification of coronary angiography reports: a comparison of LLM approaches
2025 European Heart Journal article Computer Science Machine Learning in Healthcare

Wouter P M van der Loo, Viktor van der Valk, T. van den Broek, Douwe E. Atsma, Marius Staring, R.W.C. Scherptong

0

citations
Empowering Reactivity Predictions through Noise-Based Data Augmentation
2025 Journal of the American Chemical Society article Materials Science Machine Learning in Materials Science

Julian A. Hueffel, Quentin P. Bindschaedler, Francesco Sala, Franziska Schoenebeck

16

citations