基本信息
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职业迁徙
个人简介
During my informatics career, I worked on various data science projects, including the GeneWays molecular interaction mining system, and the Yale Image Finder platform for figure-centric literature navigation. My bioinformatics work led to the identification of important driver mutations in skin cancer (melanoma), a key development in the establishment of melanoma precision medicine.
Current data science projects involve the use of machine and deep learning for the prediction of hospital readmission, drug side effects and base editing outcomes (for base-specific editing of nucleotide sequences using CRISPR and similar tools). A further emphasis is on the use of AI for Natural Language Processing in the health domain. Our bioinformatics focus is on single cell analysis in skin cancer and the development of high-sensitivity tests for early disease detection and disease monitoring.
Current data science projects involve the use of machine and deep learning for the prediction of hospital readmission, drug side effects and base editing outcomes (for base-specific editing of nucleotide sequences using CRISPR and similar tools). A further emphasis is on the use of AI for Natural Language Processing in the health domain. Our bioinformatics focus is on single cell analysis in skin cancer and the development of high-sensitivity tests for early disease detection and disease monitoring.
研究兴趣
论文共 197 篇作者统计合作学者相似作者
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Bioinformatics (Oxford, England)no. 1 (2024)
ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)pp.6005-6009, (2024)
Ahmed Allam, Aron N. Horvath, Matthias Dittberner,Cecilé Trottet,Elise Siegert,Vincent Sobanski, Patricia Carreira Delgado,Dagna Lorenzo,Vanessa Smith,Serena Guiducci,Nicolas Hunzelmann,Anna-Maria Hoffmann-Vold,
medrxiv(2024)
Manuel Schürch, Laura Boos,Viola Heinzelmann-Schwarz,Gabriele Gut,Michael Krauthammer,Andreas Wicki, Tumor Profiler Consortium
CoRR (2024)
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Ossia M. Eichhoff, Corinne I. Stoffel, Jan Käsler, Luzia Briker,Patrick Turko,Gergely Karsai,Nina Zila,Verena Paulitschke,Phil F. Cheng,Alexander Leitner,Andrea Bileck,Nicola Zamboni,
crossref(2023)
Ossia M. Eichhoff, Corinne I. Stoffel, Jan Käsler, Luzia Briker,Patrick Turko,Gergely Karsai,Nina Zila,Verena Paulitschke,Phil F. Cheng,Alexander Leitner,Andrea Bileck,Nicola Zamboni,
crossref(2023)
Ossia M. Eichhoff, Corinne I. Stoffel, Jan Käsler, Luzia Briker,Patrick Turko,Gergely Karsai,Nina Zila,Verena Paulitschke,Phil F. Cheng,Alexander Leitner,Andrea Bileck,Nicola Zamboni,
crossref(2023)
Ossia M. Eichhoff, Corinne I. Stoffel, Jan Käsler, Luzia Briker,Patrick Turko,Gergely Karsai,Nina Zila,Verena Paulitschke,Phil F. Cheng,Alexander Leitner,Andrea Bileck,Nicola Zamboni,
crossref(2023)
Ossia M. Eichhoff, Corinne I. Stoffel, Jan Käsler, Luzia Briker,Patrick Turko,Gergely Karsai,Nina Zila,Verena Paulitschke,Phil F. Cheng,Alexander Leitner,Andrea Bileck,Nicola Zamboni,
crossref(2023)
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