Ina Annelies Stelzer (Ina A Stelzer, Ina Stelzer)

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 16

Top Topics

Machine Learning

Antibiotic Resistance Genes

Top Venues

Nature biotechnology

Nature communications

Research square

Science advances

This page only lists publications with an associated author ORCID identifier.

Publications

Julien Hédou, Ivana Marié, Grégoire Bellan, Jakob Einhaus, Dyani K Gaudillière, Francois-Xavier Ladant, Franck Verdonk, Ina Annelies Stelzer, Dorien Feyaerts, Amy S Tsai, Edward A Ganio, Maximilian Sabayev, Joshua Gillard, Jonas Amar, Amelie Cambriel, Tomiko T Oskotsky, Alennie Roldan, Jonathan L Golob, Marina Sirota, Thomas A Bonham, Masaki Sato, Maïgane Diop, Xavier Durand, Martin S Angst, David K Stevenson, Nima Aghaeepour, Andrea Montanari, Brice L Gaudilliere
Discovery of sparse, reliable omic biomarkers with Stabl. Nature biotechnology (2024)
Julien Hédou, Ivana Marié, Grégoire Bellan, Jakob Einhaus, Dyani K Gaudillière, Francois-Xavier Ladant, Franck Verdonk, Ina Annelies Stelzer, Dorien Feyaerts, Amy S Tsai, Edward A Ganio, Maximilian Sabayev, Joshua Gillard, Jonas Amar, Amelie Cambriel, Tomiko T Oskotsky, Alennie Roldan, Jonathan L Golob, Marina Sirota, Thomas A Bonham, Masaki Sato, Maïgane Diop, Xavier Durand, Martin S Angst, David K Stevenson, Nima Aghaeepour, Andrea Montanari, Brice L Gaudilliere
Discovery of sparse, reliable omic biomarkers with Stabl. Nature biotechnology (2024)
Julien Hédou, Ivana Marié, Grégoire Bellan, Jakob Einhaus, Dyani K Gaudillière, Francois-Xavier Ladant, Franck Verdonk, Ina Annelies Stelzer, Dorien Feyaerts, Amy S Tsai, Edward A Ganio, Maximilian Sabayev, Joshua Gillard, Jonas Amar, Amelie Cambriel, Tomiko T Oskotsky, Alennie Roldan, Jonathan L Golob, Marina Sirota, Thomas A Bonham, Masaki Sato, Maïgane Diop, Xavier Durand, Martin S Angst, David K Stevenson, Nima Aghaeepour, Andrea Montanari, Brice L Gaudilliere
Discovery of sparse, reliable omic biomarkers with Stabl. Nature biotechnology (2024)
Julien Hédou, Ivana Marié, Grégoire Bellan, Jakob Einhaus, Dyani K Gaudillière, Francois-Xavier Ladant, Franck Verdonk, Ina Annelies Stelzer, Dorien Feyaerts, Amy S Tsai, Edward A Ganio, Maximilian Sabayev, Joshua Gillard, Jonas Amar, Amelie Cambriel, Tomiko T Oskotsky, Alennie Roldan, Jonathan L Golob, Marina Sirota, Thomas A Bonham, Masaki Sato, Maïgane Diop, Xavier Durand, Martin S Angst, David K Stevenson, Nima Aghaeepour, Andrea Montanari, Brice L Gaudilliere
Discovery of sparse, reliable omic biomarkers with Stabl. Nature biotechnology (2024)
Julien Hédou, Ivana Marié, Grégoire Bellan, Jakob Einhaus, Dyani K Gaudillière, Francois-Xavier Ladant, Franck Verdonk, Ina Annelies Stelzer, Dorien Feyaerts, Amy S Tsai, Edward A Ganio, Maximilian Sabayev, Joshua Gillard, Jonas Amar, Amelie Cambriel, Tomiko T Oskotsky, Alennie Roldan, Jonathan L Golob, Marina Sirota, Thomas A Bonham, Masaki Sato, Maïgane Diop, Xavier Durand, Martin S Angst, David K Stevenson, Nima Aghaeepour, Andrea Montanari, Brice L Gaudilliere
Discovery of sparse, reliable omic biomarkers with Stabl. Nature biotechnology (2024)
Julien Hédou, Ivana Marié, Grégoire Bellan, Jakob Einhaus, Dyani K Gaudillière, Francois-Xavier Ladant, Franck Verdonk, Ina Annelies Stelzer, Dorien Feyaerts, Amy S Tsai, Edward A Ganio, Maximilian Sabayev, Joshua Gillard, Jonas Amar, Amelie Cambriel, Tomiko T Oskotsky, Alennie Roldan, Jonathan L Golob, Marina Sirota, Thomas A Bonham, Masaki Sato, Maïgane Diop, Xavier Durand, Martin S Angst, David K Stevenson, Nima Aghaeepour, Andrea Montanari, Brice L Gaudilliere
Discovery of sparse, reliable omic biomarkers with Stabl. Nature biotechnology (2024)
Julien Hedou, Ivana Marié, Grégoire Bellan, Jakob Einhaus, Dyani K Gaudillière, Francois-Xavier Ladant, Franck Verdonk, Ina Annelies Stelzer, Dorien Feyaerts, Amy S Tsai, Edward Ganio, Maximilian Sabayev, Joshua Gillard, Adam Bonham, Masaki Sato, Maïgane Diop, Martin S Angst, David Stevenson, Nima Aghaeepour, Andrea Montanari, Brice L Gaudilliere
Stabl: sparse and reliable biomarker discovery in predictive modeling of high-dimensional omic data. Research square (2023)
Julien Hedou, Ivana Marié, Grégoire Bellan, Jakob Einhaus, Dyani K Gaudillière, Francois-Xavier Ladant, Franck Verdonk, Ina Annelies Stelzer, Dorien Feyaerts, Amy S Tsai, Edward Ganio, Maximilian Sabayev, Joshua Gillard, Adam Bonham, Masaki Sato, Maïgane Diop, Martin S Angst, David Stevenson, Nima Aghaeepour, Andrea Montanari, Brice L Gaudilliere
Stabl: sparse and reliable biomarker discovery in predictive modeling of high-dimensional omic data. Research square (2023)
Julien Hedou, Ivana Marié, Grégoire Bellan, Jakob Einhaus, Dyani K Gaudillière, Francois-Xavier Ladant, Franck Verdonk, Ina Annelies Stelzer, Dorien Feyaerts, Amy S Tsai, Edward Ganio, Maximilian Sabayev, Joshua Gillard, Adam Bonham, Masaki Sato, Maïgane Diop, Martin S Angst, David Stevenson, Nima Aghaeepour, Andrea Montanari, Brice L Gaudilliere
Stabl: sparse and reliable biomarker discovery in predictive modeling of high-dimensional omic data. Research square (2023)
Camilo A Espinosa, Waqasuddin Khan, Rasheda Khanam, Sayan Das, Javairia Khalid, Jesmin Pervin, Margaret P Kasaro, Kevin Contrepois, Alan L Chang, Thanaphong Phongpreecha, Basil Michael, Mathew Ellenberger, Usma Mehmood, Aneeta Hotwani, Ambreen Nizar, Furqan Kabir, Ronald J Wong, Martin Becker, Eloise Berson, Anthony Culos, Davide De Francesco, Samson J Mataraso, Neal G Ravindra, Melan Thuraiappah, Maria Xenochristou, Ina Annelies Stelzer, Ivana Marié, Arup Dutta, Rubhana Raqib, Salahuddin Ahmed, Sayedur Rahman, A S M Tarik Hasan, Said M Ali, Mohamed H Juma, Monjur Rahman, Shaki Aktar, Saikat Deb, Joan T Price, Paul H Wise, Virginia D Winn, Maurice L Druzin, Ronald S Gibbs, Gary L Darmstadt, Jeffrey C Murray, Jeffrey S A Stringer, Brice L Gaudilliere, Michael Paul Snyder, Martin S Angst, Anisur Rahman, Abdullah H Baqui, Fyezah Jehan, Muhammad Imran Nisar, Bellington Vwalika, Sunil Sazawal, Gary M Shaw, David K Stevenson, Nima Aghaeepour
Multiomic signals associated with maternal epidemiological factors contributing to preterm birth in low- and middle-income countries. Science advances 9 (21) (2023)
Ina Annelies Stelzer, Mohammad S Ghaemi, Xiaoyuan Han, Kazuo Ando, Julien J Hédou, Dorien Feyaerts, Laura S Peterson, Kristen K Rumer, Eileen S Tsai, Edward A Ganio, Dyani K Gaudillière, Amy S Tsai, Benjamin Choisy, Lea P Gaigne, Franck Verdonk, Danielle Jacobsen, Sonia Gavasso, Gavin M Traber, Mathew Ellenberger, Natalie Stanley, Martin Becker, Anthony Culos, Ramin Fallahzadeh, Ronald J Wong, Gary L Darmstadt, Maurice L Druzin, Virginia D Winn, Ronald S Gibbs, Xuefeng B Ling, Karl Sylvester, Brendan Carvalho, Michael Paul Snyder, Gary M Shaw, David K Stevenson, Kevin Contrepois, Martin S Angst, Nima Aghaeepour, Brice L Gaudilliere
Integrated trajectories of the maternal metabolome, proteome, and immunome predict labor onset. Science translational medicine 13 (592) (2021)
Ina Annelies Stelzer, Christopher Urbschat, Steven Schepanski, Kristin Thiele, Ioanna Triviai, Agnes Wieczorek, Malik Alawi, Denise Ohnezeit, Julian Kottlau, Jiabin Huang, Nicole Fischer, Hans-Willi Mittrücker, Maria Emilia Solano, Boris Fehse, Anke Diemert, Felix R Stahl, Petra Clara Arck
Vertically transferred maternal immune cells promote neonatal immunity against early life infections. Nature communications 12 (1) (2021)
Edward A Ganio, Natalie Stanley, Viktoria Lindberg-Larsen, Jakob Einhaus, Amy S Tsai, Franck Verdonk, Anthony Culos, Sajjad Ghaemi, Kristen K Rumer, Ina Annelies Stelzer, Dyani Gaudilliere, Eileen Tsai, Ramin Fallahzadeh, Benjamin Choisy, Henrik Kehlet, Nima Aghaeepour, Martin S Angst, Brice L Gaudilliere
Author Correction: Preferential inhibition of adaptive immune system dynamics by glucocorticoids in patients after acute surgical trauma. Nature communications 11 (1) (2020)
Edward A Ganio, Natalie Stanley, Viktoria Lindberg-Larsen, Jakob Einhaus, Amy S Tsai, Franck Verdonk, Anthony Culos, Sajjad Ghaemi, Kristen K Rumer, Ina Annelies Stelzer, Dyani Gaudilliere, Eileen Tsai, Ramin Fallahzadeh, Benjamin Choisy, Henrik Kehlet, Nima Aghaeepour, Martin S Angst, Brice L Gaudilliere
Preferential inhibition of adaptive immune system dynamics by glucocorticoids in patients after acute surgical trauma. Nature communications 11 (1) (2020)
Natalie Stanley, Ina Annelies Stelzer, Amy S Tsai, Ramin Fallahzadeh, Edward Ganio, Martin Becker, Thanaphong Phongpreecha, Huda Nassar, Sajjad Ghaemi, Ivana Maric, Anthony Culos, Alan L Chang, Maria Xenochristou, Xiaoyuan Han, Camilo Espinosa, Kristen Rumer, Laura Peterson, Franck Verdonk, Dyani Gaudilliere, Eileen Tsai, Dorien Feyaerts, Jakob Einhaus, Kazuo Ando, Ronald J Wong, Gerlinde Obermoser, Gary M Shaw, David K Stevenson, Martin S Angst, Brice L Gaudilliere, Nima Aghaeepour
VoPo leverages cellular heterogeneity for predictive modeling of single-cell data. Nature communications 11 (1) (2020)
Anthony Culos, Amy S Tsai, Natalie Stanley, Martin Becker, Mohammad S Ghaemi, David R McIlwain, Ramin Fallahzadeh, Athena Tanada, Huda Nassar, Camilo Espinosa, Maria Xenochristou, Edward Ganio, Laura Peterson, Xiaoyuan Han, Ina Annelies Stelzer, Kazuo Ando, Dyani K Gaudillière, Thanaphong Phongpreecha, Ivana Marié, Alan L Chang, Gary M Shaw, David K Stevenson, Sean C Bendall, Kara L Davis, Wendy Fantl, Garry P Nolan, Trevor Hastie, Robert Tibshirani, Martin S Angst, Brice L Gaudilliere, Nima Aghaeepour
Integration of mechanistic immunological knowledge into a machine learning pipeline improves predictions. Nature machine intelligence 2 (10) (2020)