Institute for Machine Learning

2020 · Ali Rahmati, Seyed-Mohsen Moosavi-Dezfooli, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 110

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Facilitated machine learning for image-based fruit quality assessment

2022 · Manuel Knott, Fernando Perez-Cruz, et al. · Journal of Food Engineering · 103

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Prediction of colorectal cancer diagnosis based on circulating plasma proteins

2015 · Silvia Surinova, Meena Choi, et al. · EMBO Molecular Medicine · 98

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BERT and PALs: Projected Attention Layers for Efficient Adaptation in Multi-Task Learning

2019 · Cooper Stickland, Asa, Murray, Iain; id_orcid 0000-0002-6506-0472 · Edinburgh Research Explorer (University of Edinburgh) · 96

Prognostics and Health Management of Industrial Assets: Current Progress and Road Ahead

2020 · Luca Biggio, Iason Kastanis · Frontiers in Artificial Intelligence · 92

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Reversible transitions between noradrenergic and mesenchymal tumor identities define cell plasticity in neuroblastoma

2023 · Cécile Thirant, Agathe Peltier, et al. · Nature Communications · 87

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A convolutional neural network for classifying cloud particles recorded by imaging probes

2020 · Georgios Touloupas, Annika Lauber, et al. · Atmospheric measurement techniques · 65

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Pharmacometrics and Machine Learning Partner to Advance Clinical Data Analysis

2020 · Gilbert Koch, Marc Pfister, et al. · Clinical Pharmacology & Therapeutics · 63

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SCIM: universal single-cell matching with unpaired feature sets

2020 · Stefan G Stark, Joanna Ficek, et al. · Bioinformatics · 56

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New horizons at the interface of artificial intelligence and translational cancer research

2025 · Josephine Yates, Eliezer M. Van Allen · Cancer Cell · 53

Detection of isoforms and genomic alterations by high-throughput full-length single-cell RNA sequencing in ovarian cancer

2023 · Arthur Dondi, Ulrike Lischetti, et al. · Nature Communications · 53

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Targeted Therapy of TERT -Rearranged Neuroblastoma with BET Bromodomain Inhibitor and Proteasome Inhibitor Combination Therapy

2020 · Jingwei Chen, Christopher Nelson, et al. · Clinical Cancer Research · 42

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Convergence Proof for Actor-Critic Methods Applied to PPO and RUDDER

2021 · Markus Holzleitner, Lukas Gruber, et al. · Lecture notes in computer science · 41

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Establishing standardized immune phenotyping of metastatic melanoma by digital pathology

2021 · Bettina Sobottka, Marta Nowak, et al. · Laboratory Investigation · 40

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Cosmological N-body simulations: a challenge for scalable generative models

2019 · Nathanaël Perraudin, Ankit Srivastava, et al. · Computational Astrophysics and Cosmology · 39

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Flood Uncertainty Estimation Using Deep Ensembles

2022 · Priyanka Chaudhary, João P. Leitão, et al. · Water · 38

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Single-cell landscape of innate and acquired drug resistance in acute myeloid leukemia

2024 · Rebekka Wegmann, Ximena Bonilla, et al. · Nature Communications · 34

Filtering cells with high mitochondrial content depletes viable metabolically altered malignant cell populations in cancer single-cell studies

2025 · Josephine Yates, Agnieszka Kraft, et al. · Genome biology · 31

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Discovering Process Dynamics for Scalable Perovskite Solar Cell Manufacturing with Explainable AI

2023 · Lukas Klein, Sebastian Ziegler, et al. · Advanced Materials · 31

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Signal domain adaptation network for limited-view optoacoustic tomography

2023 · Anna Klimovskaia Susmelj, Berkan Lafci, et al. · Medical Image Analysis · 26

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Works count: 153

Citation count: 7,373