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K

Konrad Krawczyk

natural antibody
H指数:21
被引数:3,213

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AbDesign: database of point mutants of antibodies with associated structures reveals poor generalization of binding predictions from machine learning models

AbDesign：抗体点突变体数据库及其相关结构揭示了机器学习模型预测结合力的泛化能力较差

MABS
IF7.3
2025-12-311
PRE
Janusz, Bartosz; Chomicz, Dawid; Demharter, Samuel; Arts, Marloes; de Kanter, Jurrian; Wilke, Yano; Britze, Helena; Wrobel, Sonia; Gawlowski, Tomasz; Dudzic, Pawel; Ukkivi, Kart; Peil, Lauri; Spreafico, Roberto; Krawczyk, Konrad
Conserved heavy/light contacts and germline preferences revealed by a large-scale analysis of natively paired human antibody sequences and structural data

保守的重链/轻链接触和胚系偏好由大规模分析天然配对的抗体序列和结构数据揭示

Communications Biology
IF5.1
2025-07-260
OAAI
Pawel Dudzic; Dawid Chomicz; Weronika Bielska; Igor Jaszczyszyn; Michał Zieliński; Bartosz Janusz; Sonia Wróbel; Marguerite-Marie Le Pannérer; Andrew Philips; Prabakaran Ponraj; Sandeep Kumar; Konrad Krawczyk
Benchmarking antibody clustering methods using sequence, structural, and machine learning similarity measures for antibody discovery applications

使用序列，结构和机器学习相似性度量对抗体发现应用程序进行基准测试的抗体聚类方法

FRONTIERS IN MOLECULAR BIOSCIENCES
IF4
2024-03-282
OAAI
Chomicz, Dawid; Konczak, Jaroslaw; Wrobel, Sonia; Satlawa, Tadeusz; Dudzic, Pawel; Janusz, Bartosz; Tarkowski, Mateusz; Deszynski, Piotr; Gawlowski, Tomasz; Kostyn, Anna; Orlowski, Marek; Klaus, Tomasz; Schulte, Lukas; Martin, Kyle; Comeau, Stephen R.; Krawczyk, Konrad
Structural modeling of antibody variable regions using deep learning-progress and perspectives on drug discovery

使用深度学习对抗体可变区进行结构建模-药物发现的进展和观点

FRONTIERS IN MOLECULAR BIOSCIENCES
IF4
2023-07-077
OAAI
Jaszczyszyn, Igor; Bielska, Weronika; Gawlowski, Tomasz; Dudzic, Pawel; Satlawa, Tadeusz; Konczak, Jaroslaw; Wilman, Wiktoria; Janusz, Bartosz; Wrobel, Sonia; Chomicz, Dawid; Galson, Jacob D.; Leem, Jinwoo; Kelm, Sebastian; Krawczyk, Konrad
Machine-designed biotherapeutics: opportunities, feasibility and advantages of deep learning in computational antibody discovery

机器设计的生物治疗: 深度学习在计算抗体发现中的机遇、可行性和优势

BRIEFINGS IN BIOINFORMATICS
IF7.7
2022-07-1438
OAAI
Wilman, Wiktoria; Wrobel, Sonia; Bielska, Weronika; Deszynski, Piotr; Dudzic, Pawel; Jaszczyszyn, Igor; Kaniewski, Jedrzej; Mlokosiewicz, Jakub; Rouyan, Anahita; Satlawa, Tadeusz; Kumar, Sandeep; Greiff, Victor; Krawczyk, Konrad
Structurally Mapping Antibody Repertoires
FRONTIERS IN IMMUNOLOGY
IF5.9
2018-07-2330
OAAI
Krawczyk, Konrad; Kelm, Sebastian; Kovaltsuk, Aleksandr; Galson, Jacob D.; Kelly, Dominic; Trueck, Johannes; Regep, Cristian; Leem, Jinwoo; Wong, Wing K.; Nowak, Jaroslaw; Snowden, James; Wright, Michael; Starkie, Laura; Scott-Tucker, Anthony; Shi, Jiye; Deane, Charlotte M.

研究方向

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C
Charlotte M. Deane
H 指数:63论文数:508被引数:1.7万
P
Paweł Dudzic
H 指数:8论文数:30被引数:192
D
Dawid Chomicz
H 指数:6论文数:25被引数:92
J
Jinwoo Leem
H 指数:15论文数:28被引数:2,150
B
Bartosz Janusz
H 指数:7论文数:19被引数:119
I
Igor Jaszczyszyn
H 指数:8论文数:16被引数:256
S
Sebastian Kelm
H 指数:20论文数:40被引数:1,908
T
Tadeusz Satława
H 指数:7论文数:19被引数:184
T
Tomasz Gawłowski
H 指数:5论文数:14被引数:81
S
Sonia Wróbel
H 指数:5论文数:18被引数:144