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F

Florian Markowetz

university of cambridge

65H指数
372论文数
3.5W被引数
收录论文 68
发表时间
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A scalable deep-learning framework for cancer detection using cell-free DNA shallow whole-genome sequencing一种可扩展的深度学习框架，用于通过游离细胞DNA浅层全基因组测序进行癌症检测
errScience Advances
IF12.5
err2026-07-10
err0
errOAAI
errHaichao Wang; Paulius D. Mennea; Grainne McAndrew; Ozge Sonmezler; Dmitry S. Shcherbo; Emma-Jane Ditter; Sarah Østrup Jensen; Alessandra I. G. Buma; Christopher G. Smith; Zhao Cheng; Clare Harris; Rosalind. J. Cutts; Sarah Hrebien; Philip A. J. Crosbie; Pippa G. Corrie; Michel M. van den Heuvel; Amit Roshan; Frank McCaughan; Robert C. Rintoul; Florian Markowetz; Tommy Kaplan; Wendy N. Cooper; Hui Zhao; Nitzan Rosenfeld
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The tumor microenvironment of 14,837 breast cancers is associated with clinical outcome independently of genomic subtypes14,837例乳腺癌的肿瘤微环境与临床结局相关，且独立于基因组亚型。
errCell Reports Medicine
IF10.6
err2025-11-10
err0
errOAAI
errKevin J. Tu; Daniel Guerrero-Romero; Kate Eason; Raquel Manzano Garcia; Jia Wern; Soo-Hwang Teo; Long Nguyen; Stephen-John Sammut; Florian Markowetz; Oscar M. Rueda; Carlos Caldas
err分享
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Predicting resistance to chemotherapy using chromosomal instability signatures使用染色体不稳定性特征预测对化疗的抗性
errNature Genetics
IF0
err2025-06-23
err0
errOAAI
errJoe Sneath Thompson; Laura Madrid; Barbara Hernando; Carolin M. Sauer; Maria Vias; Maria Escobar-Rey; Wing-Kit Leung; Diego Garcia-Lopez; Jamie Huckstep; Magdalena Sekowska; Karen Hosking; Mercedes Jimenez-Linan; Marika A. V. Reinius; Abhipsa Roy; Omar Abdulle; Justina Pangonyte; Harry Dobson; Amy E. Cullen; Dilrini De Silva; David Gómez-Sánchez; Marina Torres; Ángel Fernández-Sanromán; Deborah Sanders; Filipe Correia Martins; Ionut-Gabriel Funingana; Giovanni Codacci-Pisanelli; Miguel Quintela-Fandino; Florian Markowetz; Jason Yip; James D. Brenton; Anna M. Piskorz; Geoff Macintyre
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Biomarker risk stratification with capsule sponge in the surveillance of Barrett's oesophagus: prospective evaluation of UK real-world implementation胶囊海绵在Barrett's oesophagus监测中的生物标志物风险分层：英国真实世界实施的回顾性评估
errlancet
IF0
err2025-06-23
err0
errOAAI
errW Keith Tan; Caryn S Ross-Innes; Timothy Somerset; Greta Markert; Florian Markowetz; Maria O'Donovan; Massimiliano di Pietro; Peter Sasieni; Rebecca C Fitzgerald
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A standardized framework for robust fragmentomic feature extraction from cell-free DNA sequencing data一种用于从游离DNA测序数据中稳健提取片段组学特征的标准框架
errGenome Biology
IF9.4
err2025-05-23
err0
errOAAI
errHaichao Wang; Paulius D. Mennea; Yu Kiu Elkie Chan; Zhao Cheng; Maria C. Neofytou; Arif Anwer Surani; Aadhitthya Vijayaraghavan; Emma-Jane Ditter; Richard Bowers; Matthew D. Eldridge; Dmitry S. Shcherbo; Christopher G. Smith; Florian Markowetz; Wendy N. Cooper; Tommy Kaplan; Nitzan Rosenfeld; Hui Zhao
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A Dirichlet-multinomial mixed model for determining differential abundance of mutational signatures一种用于确定突变特征差异丰度的狄利克雷-多项式混合模型
errBMC BIOINFORMATICS
IF3.3
err2025-02-18
err0
errOAAI
errGavarro, Lena Morrill; Couturier, Dominique-Laurent; Markowetz, Florian
err分享
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Quantifying the tumour vasculature environment from CD-31 immunohistochemistry images of breast cancer using deep learning based semantic segmentation使用基于深度学习的语义分割从乳腺癌的CD-31免疫组织化学图像量化肿瘤脉管系统环境
errBREAST CANCER RESEARCH
IF5.6
err2025-02-04
err0
errOAAI
errWhitmarsh, Tristan; Cope, Wei; Carmona-Bozo, Julia; Manavaki, Roido; Sammut, Stephen-John; Woitek, Ramona; Provenzano, Elena; Brown, Emma L.; Bohndiek, Sarah E.; Gallagher, Ferdia A.; Caldas, Carlos; Gilbert, Fiona J.; Markowetz, Florian
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Genomic reproducibility in the bioinformatics era生物信息学时代的基因组可重复性
errGENOME BIOLOGY
IF9.4
err2024-08-09
err2
errOAAI
errBaykal, Pelin Icer; Labaj, Pawel Piotr; Markowetz, Florian; Schriml, Lynn M.; Stekhoven, Daniel J.; Mangul, Serghei; Beerenwinkel, Niko
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ZMIZ1 enhances ERα-dependent expression of E2F2 in breast cancer
errJOURNAL OF MOLECULAR ENDOCRINOLOGY
IF3.8
err2024-04-02
err0
errOAAI
errZhao, Weiye; Rose, Susanna F.; Blake, Ryan; Godicelj, Anze; Cullen, Amy E.; Stenning, Jack; Beevors, Lucy; Gehrung, Marcel; Kumar, Sanjeev; Kishore, Kamal; Sawle, Ashley; Eldridge, Matthew; Giorgi, Federico M.; Bridge, Katherine S.; Markowetz, Florian; Holding, Andrew N.
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err收藏
scAbsolute: measuring single-cell ploidy and replication status
errGENOME BIOLOGY
IF9.4
err2024-03-04
err2
errOAAI
errSchneider, Michael P.; Cullen, Amy E.; Pangonyte, Justina; Skelton, Jason; Major, Harvey; Van Oudenhove, Elke; Garcia, Maria J.; Chaves Urbano, Blas; Piskorz, Anna M.; Brenton, James D.; Macintyre, Geoff; Markowetz, Florian
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err收藏
All models are wrong and yours are useless: making clinical prediction models impactful for patients
errNPJ PRECISION ONCOLOGY
IF8
err2024-02-28
err9
errOAAI
errMarkowetz, Florian
err分享
err收藏
Clinical-grade early detection of esophageal cancer on data from a non-endoscopic device using deep learning
errCANCER RESEARCH
IF16.6
err2023-04-04
err0
PREAI
errBerman, Adam G.; Miremadi, Ahmad; O'Donovan, Maria; Malhotra, Shalini; Tripathi, Monika; Fitzgerald, Rebecca C.; Markowetz, Florian
err分享
err收藏
Quantification of TFF3 expression from a non-endoscopic device predicts clinically relevant Barrett's oesophagus by machine learning
errEBIOMEDICINE
IF10.8
err2022-08-01
err2
errOAAI
errBerman, Adam G.; Tan, W. Keith; O'Donovan, Maria; Markowetz, Florian; Fitzgerald, Rebecca C.
err分享
err收藏
Clinically Interpretable Radiomics-Based Prediction of Histopathologic Response to Neoadjuvant Chemotherapy in High-Grade Serous Ovarian Carcinoma临床可解释的基于放射组学的预测高级别浆液性卵巢癌对新辅助化疗的组织病理学反应
errFRONTIERS IN ONCOLOGY
IF3.3
err2022-06-16
err25
errOAAI
errRundo, Leonardo; Beer, Lucian; Escudero Sanchez, Lorena; Crispin-Ortuzar, Mireia; Reinius, Marika; McCague, Cathal; Sahin, Hilal; Bura, Vlad; Pintican, Roxana; Zerunian, Marta; Ursprung, Stephan; Allajbeu, Iris; Addley, Helen; Martin-Gonzalez, Paula; Buddenkotte, Thomas; Singh, Naveena; Sahdev, Anju; Funingana, Ionut-Gabriel; Jimenez-Linan, Mercedes; Markowetz, Florian; Brenton, James D.; Sala, Evis; Woitek, Ramona
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Development of a miRNA-based classifier for detection of colorectal cancer molecular subtypes基于miRNA的结直肠癌分子亚型检测分类器的建立
errMOLECULAR ONCOLOGY
IF4.5
err2022-04-29
err9
errOAAI
errAdam, Ronja S.; Poel, Dennis; Moreno, Leandro Ferreira; Spronck, Joey M. A.; de Back, Tim R.; Torang, Arezo; Barila, Patricia M. Gomez; Ten Hoorn, Sanne; Markowetz, Florian; Wang, Xin; Verheul, Henk M. W.; Buffart, Tineke E.; Vermeulen, Louis
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FrenchFISH: Poisson Models for Quantifying DNA Copy Number From Fluorescence In Situ Hybridization of Tissue Sections
errJCO CLINICAL CANCER INFORMATICS
IF2.8
err2021-12-01
err0
errOAAI
errMacintyre, Geoff; Piskorz, Anna M.; Berman, Adam; Ross, Edith; Morse, David B.; Yuan, Ke; Ennis, Darren; Pike, Jeremy A.; Goranova, Teodora; McNeish, Iain A.; Brenton, James D.; Markowetz, Florian
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Reproducibility standards for machine learning in the life sciences
errNATURE METHODS
IF32.1
err2021-08-30
err102
errOAAI
errHeil, Benjamin J.; Hoffman, Michael M.; Markowetz, Florian; Lee, Su-In; Greene, Casey S.; Hicks, Stephanie C.
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Triage-driven diagnosis of Barrett's esophagus for early detection of esophageal adenocarcinoma using deep learning
errNATURE MEDICINE
IF50
err2021-04-15
err65
errOAAI
errGehrung, Marcel; Crispin-Ortuzar, Mireia; Berman, Adam G.; O'Donovan, Maria; Fitzgerald, Rebecca C.; Markowetz, Florian
err分享
err收藏
Intestinal region-specific Wnt signalling profiles reveal interrelation between cell identity and oncogenic pathway activity in cancer development
errCANCER CELL INTERNATIONAL
IF6
err2020-12-03
err10
errOAAI
errAdam, Ronja S.; van Neerven, Sanne M.; Pleguezuelos-Manzano, Cayetano; Simmini, Salvatore; Leveille, Nicolas; de Groot, Nina E.; Holding, Andrew N.; Markowetz, Florian; Vermeulen, Louis
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Three-Dimensional Printed Molds for Image-Guided Surgical Biopsies: An Open Source Computational Platform
errJCO CLINICAL CANCER INFORMATICS
IF2.8
err2020-11-01
err12
errOAAI
errCrispin-Ortuzar, Mireia; Gehrung, Marcel; Ursprung, Stephan; Gill, Andrew B.; Warren, Anne Y.; Beer, Lucian; Gallagher, Ferdia A.; Mitchell, Thomas J.; Mendichovszky, Iosif A.; Priest, Andrew N.; Stewart, Grant D.; Sala, Evis; Markowetz, Florian
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研究方向

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合作学者
合作期刊
G
Gad Getz
H 指数: 248 · 论文数: 1.8K
M
Mark Gerstein
H 指数: 191 · 论文数: 1.2K
P
P. Andrew Futreal
H 指数: 159 · 论文数: 1.3K
C
Carlos Caldas
H 指数: 158 · 论文数: 1.4K
J
Jorge S. Reis‐Filho
H 指数: 153 · 论文数: 1.5K
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