Literature DB >> 32620817

Development of AI-based pathology biomarkers in gastrointestinal and liver cancer.

Jakob N Kather1, Julien Calderaro2.   

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Year:  2020        PMID： 32620817     DOI： 10.1038/s41575-020-0343-3

Source DB:  PubMed          Journal:  Nat Rev Gastroenterol Hepatol        ISSN： 1759-5045            Impact factor:   46.802


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  2 in total

1.  Clinical-Grade Detection of Microsatellite Instability in Colorectal Tumors by Deep Learning.

Authors:  Amelie Echle; Heike Irmgard Grabsch; Philip Quirke; Piet A van den Brandt; Nicholas P West; Gordon G A Hutchins; Lara R Heij; Xiuxiang Tan; Susan D Richman; Jeremias Krause; Elizabeth Alwers; Josien Jenniskens; Kelly Offermans; Richard Gray; Hermann Brenner; Jenny Chang-Claude; Christian Trautwein; Alexander T Pearson; Peter Boor; Tom Luedde; Nadine Therese Gaisa; Michael Hoffmeister; Jakob Nikolas Kather
Journal:  Gastroenterology       Date:  2020-06-17       Impact factor: 22.682

2.  REPLY.

Authors:  Julien Calderaro; Benoit Schmauch; Charlie Saillard; Pierre Courtiol
Journal:  Hepatology       Date:  2021-05       Impact factor: 17.425
  2 in total
  13 in total

Review 1.  Artificial intelligence in histopathology: enhancing cancer research and clinical oncology.

Authors:  Artem Shmatko; Narmin Ghaffari Laleh; Moritz Gerstung; Jakob Nikolas Kather
Journal:  Nat Cancer       Date:  2022-09-22

2.  Swarm learning for decentralized artificial intelligence in cancer histopathology.

Authors:  Oliver Lester Saldanha; Philip Quirke; Nicholas P West; Jacqueline A James; Maurice B Loughrey; Heike I Grabsch; Manuel Salto-Tellez; Elizabeth Alwers; Didem Cifci; Narmin Ghaffari Laleh; Tobias Seibel; Richard Gray; Gordon G A Hutchins; Hermann Brenner; Marko van Treeck; Tanwei Yuan; Titus J Brinker; Jenny Chang-Claude; Firas Khader; Andreas Schuppert; Tom Luedde; Christian Trautwein; Hannah Sophie Muti; Sebastian Foersch; Michael Hoffmeister; Daniel Truhn; Jakob Nikolas Kather
Journal:  Nat Med       Date:  2022-04-25       Impact factor: 87.241

Review 3.  Next Generation Imaging Techniques to Define Immune Topographies in Solid Tumors.

Authors:  Violena Pietrobon; Alessandra Cesano; Francesco Marincola; Jakob Nikolas Kather
Journal:  Front Immunol       Date:  2021-01-27       Impact factor: 7.561

Review 4.  Machine Learning for Future Subtyping of the Tumor Microenvironment of Gastro-Esophageal Adenocarcinomas.

Authors:  Sebastian Klein; Dan G Duda
Journal:  Cancers (Basel)       Date:  2021-09-30       Impact factor: 6.575

Review 5.  Artificial intelligence in liver diseases: Improving diagnostics, prognostics and response prediction.

Authors:  David Nam; Julius Chapiro; Valerie Paradis; Tobias Paul Seraphin; Jakob Nikolas Kather
Journal:  JHEP Rep       Date:  2022-02-02

6.  Predicting Mutational Status of Driver and Suppressor Genes Directly from Histopathology With Deep Learning: A Systematic Study Across 23 Solid Tumor Types.

Authors:  Chiara Maria Lavinia Loeffler; Nadine T Gaisa; Hannah Sophie Muti; Marko van Treeck; Amelie Echle; Narmin Ghaffari Laleh; Christian Trautwein; Lara R Heij; Heike I Grabsch; Nadina Ortiz Bruechle; Jakob Nikolas Kather
Journal:  Front Genet       Date:  2022-02-16       Impact factor: 4.599

7.  Weakly supervised end-to-end artificial intelligence in gastrointestinal endoscopy.

Authors:  Lukas Buendgens; Didem Cifci; Narmin Ghaffari Laleh; Marko van Treeck; Maria T Koenen; Henning W Zimmermann; Till Herbold; Thomas Joachim Lux; Alexander Hann; Christian Trautwein; Jakob Nikolas Kather
Journal:  Sci Rep       Date:  2022-03-22       Impact factor: 4.379

8.  Prediction of genetic alterations from gastric cancer histopathology images using a fully automated deep learning approach.

Authors:  Hyun-Jong Jang; Ahwon Lee; Jun Kang; In Hye Song; Sung Hak Lee
Journal:  World J Gastroenterol       Date:  2021-11-28       Impact factor: 5.742

9.  Screening for regenerative therapy responders in heart failure.

Authors:  Satsuki Yamada; Ryounghoon Jeon; Armin Garmany; Atta Behfar; Andre Terzic
Journal:  Biomark Med       Date:  2021-06-25       Impact factor: 2.851

10.  Compositional and genetic alterations in Graves' disease gut microbiome reveal specific diagnostic biomarkers.

Authors:  Qiyun Zhu; Qiangchuan Hou; Shi Huang; Qianying Ou; Dongxue Huo; Yoshiki Vázquez-Baeza; Chaoping Cen; Victor Cantu; Mehrbod Estaki; Haibo Chang; Pedro Belda-Ferre; Ho-Cheol Kim; Kaining Chen; Rob Knight; Jiachao Zhang
Journal:  ISME J       Date:  2021-06-02       Impact factor: 10.302
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