Philipp C. Münch

Philipp C. Münch

Harvard University

H-index: 14

North America-United States

About Philipp C. Münch

Philipp C. Münch, With an exceptional h-index of 14 and a recent h-index of 14 (since 2020), a distinguished researcher at Harvard University, specializes in the field of Deep Learning, Computational Biology.

His recent articles reflect a diverse array of research interests and contributions to the field:

Optimized model architectures for deep learning on genomic data

Contribution of bacterial and host factors to pathogen “blooming” in a gnotobiotic mouse model for Salmonella enterica serovar Typhimurium-induced enterocolitis

Assessing computational predictions of antimicrobial resistance phenotypes from microbial genomes

A self-supervised deep learning method for data-efficient training in genomics

Neural Architecture Search for Genomic Sequence Data

Pulsed antibiotic treatments of gnotobiotic mice manifest in complex bacterial community dynamics and resistance effects

A platform for deep learning on (meta) genomic sequences

Computational methods for tracking the evolution of complex bacterial communities

Philipp C. Münch Information

University

Position

& Helmholtz Centre for Infection Research

Citations(all)

3366

Citations(since 2020)

2686

Cited By

1730

hIndex(all)

14

hIndex(since 2020)

14

i10Index(all)

15

i10Index(since 2020)

14

Email

University Profile Page

Harvard University

Google Scholar

View Google Scholar Profile

Philipp C. Münch Skills & Research Interests

Deep Learning

Computational Biology

Top articles of Philipp C. Münch

Title

Journal

Author(s)

Publication Date

Optimized model architectures for deep learning on genomic data

Philipp Münch

Hüseyin Anil Gündüz

René Mreches

Julia Moosbauer

Gary Robertson

...

2023/3/24

Contribution of bacterial and host factors to pathogen “blooming” in a gnotobiotic mouse model for Salmonella enterica serovar Typhimurium-induced enterocolitis

Infection and immunity

Markus Beutler

Claudia Eberl

Debora Garzetti

Simone Herp

Philipp Münch

...

2024/1/8

Assessing computational predictions of antimicrobial resistance phenotypes from microbial genomes

bioRxiv

Kaixin Hu

Fernando Meyer

Zhi-Luo Deng

Ehsaneddin Asgari

Tzu-Hao Kuo

...

2024

A self-supervised deep learning method for data-efficient training in genomics

Communications Biology

Hüseyin Anil Gündüz

Martin Binder

Xiao-Yin To

René Mreches

Bernd Bischl

...

2023/9/11

Neural Architecture Search for Genomic Sequence Data

Amadeu Scheppach

Hüseyin Anil Gündüz

Emilio Dorigatti

Philipp C Münch

Alice C McHardy

...

2023/8/29

Pulsed antibiotic treatments of gnotobiotic mice manifest in complex bacterial community dynamics and resistance effects

Cell Host & Microbe

Philipp C Münch

Claudia Eberl

Simon Woelfel

Diana Ring

Adrian Fritz

...

2023/6/14

A platform for deep learning on (meta) genomic sequences

Philipp Münch

René Mreches

Xiao-Yin To

Hüseyin Anil Gündüz

Julia Moosbauer

...

2023/2/9

Computational methods for tracking the evolution of complex bacterial communities

Philipp C Münch

2022/10/4

Strain identification and quantitative analysis in microbial communities

Andrew R Ghazi

Philipp C Münch

Di Chen

Jordan Jensen

Curtis Huttenhower

2022/8/15

Transformer Model for Genome Sequence Analysis

Noah Hurmer

2022/7/28

Rapid and accurate identification of ribosomal RNA sequences via deep learning

Nucleic acids research

Zhi-Luo Deng

Philipp C Münch

René Mreches

Alice C McHardy

2022/6/10

In vitro interaction network of a synthetic gut bacterial community

The ISME journal

Anna S Weiss

Anna G Burrichter

Abilash Chakravarthy Durai Raj

Alexandra von Strempel

Chen Meng

...

2022/4

Evaluating assembly and variant calling software for strain-resolved analysis of large DNA viruses

Briefings in bioinformatics

Zhi-Luo Deng

Akshay Dhingra

Adrian Fritz

Jasper Götting

Philipp C Münch

...

2021/5

Neither black nor white: do altered intestinal microbiota reflect chronic liver disease severity?

Gut

Felix Goeser

Philipp Münch

Till Robin Lesker

Philipp Ludwig Lutz

Benjamin Krämer

...

2021/2/1

Identification of natural CRISPR systems and targets in the human microbiome

Cell host & microbe

Philipp C Münch

Eric A Franzosa

Bärbel Stecher

Alice C McHardy

Curtis Huttenhower

2021/1/13

Evolutionary stabilization of cooperative toxin production through a bacterium-plasmid-phage interplay

MBio

Stefanie Spriewald

Eva Stadler

Burkhard A Hense

Philipp C Münch

Alice C McHardy

...

2020/8/25

Reproducible colonization of germ-free mice with the oligo-mouse-microbiota in different animal facilities

Frontiers in microbiology

Claudia Eberl

Diana Ring

Philipp C Münch

Marijana Basic

Martin Schwarzer

...

2020/1/10

See List of Professors in Philipp C. Münch University(Harvard University)

Co-Authors

H-index: 128
Curtis Huttenhower

Curtis Huttenhower

Harvard University

H-index: 57
Bärbel Stecher

Bärbel Stecher

Ludwig-Maximilians-Universität München

H-index: 48
Eric Alan Franzosa

Eric Alan Franzosa

Harvard University

H-index: 5
Anna S. Weiss

Anna S. Weiss

Ludwig-Maximilians-Universität München

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