Literature DB >> 31015650

Towards trustable machine learning.

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Year:  2018        PMID： 31015650     DOI： 10.1038/s41551-018-0315-x

Source DB:  PubMed          Journal:  Nat Biomed Eng        ISSN： 2157-846X            Impact factor:   25.671


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  14 in total

1.  The role of human in the loop: lessons from D3R challenge 4.

Authors:  Oleg V Stroganov; Fedor N Novikov; Michael G Medvedev; Artem O Dmitrienko; Igor Gerasimov; Igor V Svitanko; Ghermes G Chilov
Journal:  J Comput Aided Mol Des       Date:  2020-01-21       Impact factor: 3.686

2.  Privacy and ethical challenges in next-generation sequencing.

Authors:  Nicole Martinez-Martin; David Magnus
Journal:  Expert Rev Precis Med Drug Dev       Date:  2019-04-08

3.  Technology readiness levels for machine learning systems.

Authors:  Alexander Lavin; Ciarán M Gilligan-Lee; Alessya Visnjic; Siddha Ganju; Dava Newman; Sujoy Ganguly; Danny Lange; Atílím Güneş Baydin; Amit Sharma; Adam Gibson; Stephan Zheng; Eric P Xing; Chris Mattmann; James Parr; Yarin Gal
Journal:  Nat Commun       Date:  2022-10-20       Impact factor: 17.694

Review 4.  Sex and gender differences and biases in artificial intelligence for biomedicine and healthcare.

Authors:  Davide Cirillo; Silvina Catuara-Solarz; Czuee Morey; Emre Guney; Laia Subirats; Simona Mellino; Annalisa Gigante; Alfonso Valencia; María José Rementeria; Antonella Santuccione Chadha; Nikolaos Mavridis
Journal:  NPJ Digit Med       Date:  2020-06-01

5.  Joint Imaging Platform for Federated Clinical Data Analytics.

Authors:  Jonas Scherer; Marco Nolden; Jens Kleesiek; Jasmin Metzger; Klaus Kades; Verena Schneider; Michael Bach; Oliver Sedlaczek; Andreas M Bucher; Thomas J Vogl; Frank Grünwald; Jens-Peter Kühn; Ralf-Thorsten Hoffmann; Jörg Kotzerke; Oliver Bethge; Lars Schimmöller; Gerald Antoch; Hans-Wilhelm Müller; Andreas Daul; Konstantin Nikolaou; Christian la Fougère; Wolfgang G Kunz; Michael Ingrisch; Balthasar Schachtner; Jens Ricke; Peter Bartenstein; Felix Nensa; Alexander Radbruch; Lale Umutlu; Michael Forsting; Robert Seifert; Ken Herrmann; Philipp Mayer; Hans-Ulrich Kauczor; Tobias Penzkofer; Bernd Hamm; Winfried Brenner; Roman Kloeckner; Christoph Düber; Mathias Schreckenberger; Rickmer Braren; Georgios Kaissis; Marcus Makowski; Matthias Eiber; Andrei Gafita; Rupert Trager; Wolfgang A Weber; Jakob Neubauer; Marco Reisert; Michael Bock; Fabian Bamberg; Jürgen Hennig; Philipp Tobias Meyer; Juri Ruf; Uwe Haberkorn; Stefan O Schoenberg; Tristan Kuder; Peter Neher; Ralf Floca; Heinz-Peter Schlemmer; Klaus Maier-Hein
Journal:  JCO Clin Cancer Inform       Date:  2020-11

6.  A Clinical Prognostic Model Based on Machine Learning from the Fondazione Italiana Linfomi (FIL) MCL0208 Phase III Trial.

Authors:  Gian Maria Zaccaria; Simone Ferrero; Eva Hoster; Roberto Passera; Andrea Evangelista; Elisa Genuardi; Daniela Drandi; Marco Ghislieri; Daniela Barbero; Ilaria Del Giudice; Monica Tani; Riccardo Moia; Stefano Volpetti; Maria Giuseppina Cabras; Nicola Di Renzo; Francesco Merli; Daniele Vallisa; Michele Spina; Anna Pascarella; Giancarlo Latte; Caterina Patti; Alberto Fabbri; Attilio Guarini; Umberto Vitolo; Olivier Hermine; Hanneke C Kluin-Nelemans; Sergio Cortelazzo; Martin Dreyling; Marco Ladetto
Journal:  Cancers (Basel)       Date:  2021-12-31       Impact factor: 6.639

7.  Gradient boosted trees with individual explanations: An alternative to logistic regression for viability prediction in the first trimester of pregnancy.

Authors:  Thibaut Vaulet; Maya Al-Memar; Hanine Fourie; Shabnam Bobdiwala; Srdjan Saso; Maria Pipi; Catriona Stalder; Phillip Bennett; Dirk Timmerman; Tom Bourne; Bart De Moor
Journal:  Comput Methods Programs Biomed       Date:  2021-11-10       Impact factor: 5.428

8.  Predicting mortality of individual patients with COVID-19: a multicentre Dutch cohort.

Authors:  Marcel J H Aries; Martijn Beudel; Maarten C Ottenhoff; Lucas A Ramos; Wouter Potters; Marcus L F Janssen; Deborah Hubers; Shi Hu; Egill A Fridgeirsson; Dan Piña-Fuentes; Rajat Thomas; Iwan C C van der Horst; Christian Herff; Pieter Kubben; Paul W G Elbers; Henk A Marquering; Max Welling; Suat Simsek; Martijn D de Kruif; Tom Dormans; Lucas M Fleuren; Michiel Schinkel; Peter G Noordzij; Joop P van den Bergh; Caroline E Wyers; David T B Buis; W Joost Wiersinga; Ella H C van den Hout; Auke C Reidinga; Daisy Rusch; Kim C E Sigaloff; Renee A Douma; Lianne de Haan; Niels C Gritters van den Oever; Roger J M W Rennenberg; Guido A van Wingen
Journal:  BMJ Open       Date:  2021-07-19       Impact factor: 2.692

Review 9.  Current status and future direction of digital health in Korea.

Authors:  Soo-Yong Shin
Journal:  Korean J Physiol Pharmacol       Date:  2019-08-26       Impact factor: 2.016

10.  Primer on an ethics of AI-based decision support systems in the clinic.

Authors:  Matthias Braun; Patrik Hummel; Susanne Beck; Peter Dabrock
Journal:  J Med Ethics       Date:  2020-04-03       Impact factor: 2.903
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