Alexander B. Leichtle

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 5

Top Topics

Manually Annotated

Feature Selection And Classification

Mass Spectrometry

Supervised Machine Learning

Top Venues

Artif. Intell. Rev.

Frontiers Digit. Health

Publications

Luc Mottin, Jean-Philippe Goldman, Christoph Jäggli, Rita Achermann, Julien Gobeill, Julien Knafou, Julien Ehrsam, Alexandre Wicky, Camille L. Gerard, Tanja Schwenk, Mélinda Charrier, Petros Tsantoulis, Christian Lovis, Alexander B. Leichtle, Michael Kiessling, Olivier Michielin, Sylvain Pradervand, Vasiliki Foufi, Patrick Ruch
Multilingual RECIST classification of radiology reports using supervised learning. Frontiers Digit. Health 5 (2023)
Luc Mottin, Jean-Philippe Goldman, Christoph Jäggli, Rita Achermann, Julien Gobeill, Julien Knafou, Julien Ehrsam, Alexandre Wicky, Camille L. Gerard, Tanja Schwenk, Mélinda Charrier, Petros Tsantoulis, Christian Lovis, Alexander B. Leichtle, Michael Kiessling, Olivier Michielin, Sylvain Pradervand, Vasiliki Foufi, Patrick Ruch
Classification of oncology treatment responses from radiology reports with supervised machine learning. AMIA (2022)
Jean Louis Raisaro, Juan Ramón Troncoso-Pastoriza, Sylvain Pradervand, Michel A. Cuendet, Mickaël Misbach, João Sá Sousa, Francesco Marino, Nicolas Freundler, Nicolas Rosat, David Cavin, Alexander B. Leichtle, Jacques Fellay, Olivier Michielin, Jean-Pierre Hubaux
SPHN/PHRT - MedCo in Action: Empowering the Swiss Molecular Tumor Board with Privacy-Preserving and Real-Time Patient Discovery. MIE (2020)
Narayan Schütz, Alexander B. Leichtle, Kaspar Riesen
A comparative study of pattern recognition algorithms for predicting the inpatient mortality risk using routine laboratory measurements. Artif. Intell. Rev. 52 (4) (2019)
Tim O. F. Conrad, Martin Genzel, Nada Cvetkovic, Niklas Wulkow, Alexander B. Leichtle, Jan Vybíral, Gitta Kutyniok, Christof Schütte
Sparse Proteomics Analysis - a compressed sensing-based approach for feature selection and classification of high-dimensional proteomics mass spectrometry data. BMC Bioinform. 18 (1) (2017)
Tim O. F. Conrad, Alexander B. Leichtle, Andre Hagehülsmann, Elmar Diederichs, Sven Baumann, Joachim Thiery, Christof Schütte
Beating the Noise: New Statistical Methods for Detecting Signals in MALDI-TOF Spectra Below Noise Level. CompLife (2006)