Ex Tenebris Scientia

Thomas Greatrix, Frank C. Langbein, Roger M. Whitaker, Gualtiero B. Colombo, Liam D. Turner. High-Confidence Labelling of Pathology Reports using LLM-Based Unanimous Ensembles with Limited Data. Proc AI in Healthcare (AIiH), Cambridge, UK, September 2025. [PDF]

High-Confidence Labelling of Pathology Reports using LLM-Based Unanimous Ensembles with ... Recently updated!

Z Ma, O Karakus, SM Shermer, FC Langbein. The Impact of Training Data on MRS Metabolite Quantification with Deep Learning. Poster. ISMRM & ISMRT Annual Meeting & Exhibition, Honolulu, Hawaiʻi, USA, 10-15 May 2025. [PDF:Abstract] [PDF:Poster]

The Impact of Training Data on MRS Metabolite Quantification with ... Recently updated!

CA Weidner, SP O’Neil, EA Jonckheere, FC Langbein, SG Schirmer. Energy Landscape Shaping for Robust Control of Atoms in Optical Lattices. New J. Phys. 27 064503, 2025. [arXiv:2501.12564] [DOI:10.1088/1367-2630/addc0d] [PDF]

Energy Landscape Shaping for Robust Control of Atoms in Optical ... Recently updated!

Texture Feature Analysis for Classification of Early-Stage Prostate Cancer in ...

Assessing and Enhancing the Robustness of Brain Tumor Segmentation using ...

LATUPNet Architecture — E Alwadee, X Sun, Y Qin, FC Langbein. LATUP-Net: A Lightweight 3D Attention U-Net with Parallel Convolutions for Brain Tumor Segmentation. Computers in Biology and Medicine, 184:109353, 2025. [DOI:10.1016/j.compbiomed.2024.109353] [arXiv:2404.05911] [PDF]

LATUP-Net: A Lightweight 3D Attention U-Net with Parallel Convolutions for ...

Metabolite Quantification with AI from MR Spectra

Robustness of Dynamic Quantum Control: Differential Sensitivity Bounds

Robust Quantum Control in Closed and Open Systems: Theory and ...

Finding and Characterising Robust Quantum Controls. Faculti interview with Frank Langbein on robust quantum control, 25th May 2023. [URL: https://faculti.net/finding-and-characterising-robust-quantum-controls/]

Interview – Finding and Characterising Robust Quantum Controls

Zien Ma, Oktay Karakus, Sophie Shermer, Frank Langbein. Quantification of Metabolites in Magnetic Resonance Spectra with Deep Learning: Insights on Simulated and Real Data. Presentation at the One Day Meeting: Synthetic Data for Machine Learning, The British Machine Vision Association and Society for Pattern Recognition, Wednesday 8 November 2023. [PDF:abstract]

Frank C Langbein
Ex Tenebris Scientia