Literature DB >> 31000804

Leveraging machine vision in cell-based diagnostics to do more with less.

Minh Doan1, Anne E Carpenter2.   

Abstract

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Year:  2019        PMID： 31000804     DOI： 10.1038/s41563-019-0339-y

Source DB:  PubMed          Journal:  Nat Mater        ISSN： 1476-1122            Impact factor:   43.841


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  11 in total

Review 1.  Looking beyond the hype: Applied AI and machine learning in translational medicine.

Authors:  Tzen S Toh; Frank Dondelinger; Dennis Wang
Journal:  EBioMedicine       Date:  2019-08-26       Impact factor: 8.143

2.  Cell morphology-based machine learning models for human cell state classification.

Authors:  Yi Li; Chance M Nowak; Uyen Pham; Khai Nguyen; Leonidas Bleris
Journal:  NPJ Syst Biol Appl       Date:  2021-05-26

3.  The metamorphosis of analytical chemistry.

Authors:  Freddy Adams; Mieke Adriaens
Journal:  Anal Bioanal Chem       Date:  2019-12-17       Impact factor: 4.142

4.  DeepMalaria: Artificial Intelligence Driven Discovery of Potent Antiplasmodials.

Authors:  Arash Keshavarzi Arshadi; Milad Salem; Jennifer Collins; Jiann Shiun Yuan; Debopam Chakrabarti
Journal:  Front Pharmacol       Date:  2020-01-15       Impact factor: 5.810

Review 5.  Image-based profiling for drug discovery: due for a machine-learning upgrade?

Authors:  Srinivas Niranj Chandrasekaran; Hugo Ceulemans; Justin D Boyd; Anne E Carpenter
Journal:  Nat Rev Drug Discov       Date:  2020-12-22       Impact factor: 84.694

6.  Microscopy-based assay for semi-quantitative detection of SARS-CoV-2 specific antibodies in human sera: A semi-quantitative, high throughput, microscopy-based assay expands existing approaches to measure SARS-CoV-2 specific antibody levels in human sera.

Authors:  Constantin Pape; Roman Remme; Adrian Wolny; Sylvia Olberg; Steffen Wolf; Lorenzo Cerrone; Mirko Cortese; Severina Klaus; Bojana Lucic; Stephanie Ullrich; Maria Anders-Össwein; Stefanie Wolf; Berati Cerikan; Christopher J Neufeldt; Markus Ganter; Paul Schnitzler; Uta Merle; Marina Lusic; Steeve Boulant; Megan Stanifer; Ralf Bartenschlager; Fred A Hamprecht; Anna Kreshuk; Christian Tischer; Hans-Georg Kräusslich; Barbara Müller; Vibor Laketa
Journal:  Bioessays       Date:  2020-12-30       Impact factor: 4.653

7.  Deep learning of HIV field-based rapid tests.

Authors:  Valérian Turbé; Carina Herbst; Thobeka Mngomezulu; Sepehr Meshkinfamfard; Nondumiso Dlamini; Thembani Mhlongo; Theresa Smit; Valeriia Cherepanova; Koki Shimada; Jobie Budd; Nestor Arsenov; Steven Gray; Deenan Pillay; Kobus Herbst; Maryam Shahmanesh; Rachel A McKendry
Journal:  Nat Med       Date:  2021-06-17       Impact factor: 53.440

8.  AIDeveloper: Deep Learning Image Classification in Life Science and Beyond.

Authors:  Martin Kräter; Shada Abuhattum; Despina Soteriou; Angela Jacobi; Thomas Krüger; Jochen Guck; Maik Herbig
Journal:  Adv Sci (Weinh)       Date:  2021-03-18       Impact factor: 16.806

9.  Omics Meeting Onics: Towards the Next Generation of Spectroscopic-Based Technologies in Personalized Medicine.

Authors:  Weng Kung Peng; Daniele Paesani
Journal:  J Pers Med       Date:  2019-08-01

10.  Classifying T cell activity in autofluorescence intensity images with convolutional neural networks.

Authors:  Zijie J Wang; Alex J Walsh; Melissa C Skala; Anthony Gitter
Journal:  J Biophotonics       Date:  2019-12-15       Impact factor: 3.207
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