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Artificial intelligence and machine learning in cell-free-DNA-based diagnostics

  • W.H. Adrian Tsui
  • Spencer C. Ding
  • Peiyong Jiang
  • Y.M. Dennis Lo
  • First Published January 22, 2025

Analysis of a cell-free DNA–based cancer screening cohort links fragmentomic profiles, nuclease levels, and plasma DNA concentrations

  • Yasine Malki
  • Guannan Kang
  • W.K. Jacky Lam
  • Qing Zhou
  • Suk Hang Cheng
  • Peter P.H. Cheung Jinyue Bai Ming Lok Chan Chui Ting Lee Wenlei Peng Yiqiong Zhang Wanxia Gai Winsome W.S. Wong Mary-Jane L. Ma Wenshuo Li Xinzhou Xu Zhuoran Gao Irene O.L. Tse Huimin Shang
  • ... [+14 authors] ...,
  • L.Y. Lois Choy
  • Peiyong Jiang
  • K.C. Allen Chan
  • Y.M. Dennis Lo
  • First Published November 27, 2024

Genomic origin, fragmentomics, and transcriptional properties of long cell-free DNA molecules in human plasma

  • Huiwen Che
  • Peiyong Jiang
  • L.Y. Lois Choy
  • Suk Hang Cheng
  • Wenlei Peng
  • Rebecca W.Y. Chan Jing Liu Qing Zhou W.K. Jacky Lam Stephanie C.Y. Yu So Ling Lau Tak Y. Leung John Wong Vincent Wai-Sun Wong
  • ... [+9 authors] ...,
  • Grace L.H. Wong
  • Stephen L. Chan
  • K.C. Allen Chan
  • Y.M. Dennis Lo
  • First Published February 26, 2024

Nuclease deficiencies alter plasma cell-free DNA methylation profiles

  • Diana S.C. Han
  • Meng Ni
  • Rebecca W.Y. Chan
  • Danny K.L. Wong
  • Linda T. Hiraki
  • Stefano Volpi Peiyong Jiang
  • ... [+2 authors] ...,
  • Kathy O. Lui
  • K.C. Allen Chan
  • Rossa W.K. Chiu
  • Y.M. Dennis Lo
  • First Published September 1, 2021

Enhancers with tissue-specific activity are enriched in intronic regions

  • Beatrice Borsari
  • Pablo Villegas-Mirón
  • Sílvia Pérez-Lluch
  • Isabel Turpin
  • Hafid Laayouni
  • Alba Segarra-Casas
  • Jaume Bertranpetit
  • Roderic Guigó
  • Sandra Acosta
  • First Published July 21, 2021

Corrigendum: Functional annotation of human long noncoding RNAs via molecular phenotyping

  • Jordan A. Ramilowski
  • Chi Wai Yip
  • Saumya Agrawal
  • Jen-Chien Chang
  • Yari Ciani
  • Ivan V. Kulakovskiy Mickaël Mendez Jasmine Li Ching Ooi John F. Ouyang Nick Parkinson Andreas Petri Leonie Roos Jessica Severin Kayoko Yasuzawa Imad Abugessaisa Altuna Akalin Ivan V. Antonov Erik Arner Alessandro Bonetti Hidemasa Bono Beatrice Borsari Frank Brombacher Christopher J.F. Cameron Carlo Vittorio Cannistraci Ryan Cardenas Melissa Cardon Howard Chang Josée Dostie Luca Ducoli Alexander Favorov Alexandre Fort Diego Garrido Noa Gil Juliette Gimenez Reto Guler Lusy Handoko Jayson Harshbarger Akira Hasegawa Yuki Hasegawa Kosuke Hashimoto Norihito Hayatsu Peter Heutink Tetsuro Hirose Eddie L. Imada Masayoshi Itoh Bogumil Kaczkowski Aditi Kanhere Emily Kawabata Hideya Kawaji Tsugumi Kawashima S. Thomas Kelly Miki Kojima Naoto Kondo Haruhiko Koseki Tsukasa Kouno Anton Kratz Mariola Kurowska-Stolarska Andrew Tae Jun Kwon Jeffrey Leek Andreas Lennartsson Marina Lizio Fernando López-Redondo Joachim Luginbühl Shiori Maeda Vsevolod J. Makeev Luigi Marchionni Yulia A. Medvedeva Aki Minoda Ferenc Müller Manuel Muñoz-Aguirre Mitsuyoshi Murata Hiromi Nishiyori Kazuhiro R. Nitta Shuhei Noguchi Yukihiko Noro Ramil Nurtdinov Yasushi Okazaki Valerio Orlando Denis Paquette Callum J.C. Parr Owen J.L. Rackham Patrizia Rizzu Diego Fernando Sánchez Martinez Albin Sandelin Pillay Sanjana Colin A.M. Semple Youtaro Shibayama Divya M. Sivaraman Takahiro Suzuki Suzannah C. Szumowski Michihira Tagami Martin S. Taylor Chikashi Terao Malte Thodberg Supat Thongjuea Vidisha Tripathi Igor Ulitsky Roberto Verardo Ilya E. Vorontsov Chinatsu Yamamoto Robert S. Young J. Kenneth Baillie Alistair R.R. Forrest Roderic Guigó Michael M. Hoffman Chung Chau Hon Takeya Kasukawa Sakari Kauppinen Juha Kere Boris Lenhard Claudio Schneider Harukazu Suzuki
  • ... [+107 authors] ...,
  • Ken Yagi
  • Michiel J.L. de Hoon
  • Jay W. Shin
  • Piero Carninci
  • First Published September 14, 2020

Detection and characterization of jagged ends of double-stranded DNA in plasma

  • Peiyong Jiang
  • Tingting Xie
  • Spencer C. Ding
  • Ze Zhou
  • Suk Hang Cheng
  • Rebecca W.Y. Chan Wing-Shan Lee Wenlei Peng John Wong Vincent W.S. Wong Henry L.Y. Chan Stephen L. Chan Liona C.Y. Poon
  • ... [+8 authors] ...,
  • Tak Y. Leung
  • K.C. Allen Chan
  • Rossa W.K. Chiu
  • Y.M. Dennis Lo
  • First Published August 14, 2020

A limited set of transcriptional programs define major cell types

  • Alessandra Breschi
  • Manuel Muñoz-Aguirre
  • Valentin Wucher
  • Carrie A. Davis
  • Diego Garrido-Martín
  • Sarah Djebali Jesse Gillis Dmitri D. Pervouchine Anna Vlasova Alexander Dobin Chris Zaleski Jorg Drenkow Cassidy Danyko Alexandra Scavelli
  • ... [+9 authors] ...,
  • Ferran Reverter
  • Michael P. Snyder
  • Thomas R. Gingeras
  • Roderic Guigó
  • First Published July 29, 2020

Functional annotation of human long noncoding RNAs via molecular phenotyping

  • Jordan A. Ramilowski
  • Chi Wai Yip
  • Saumya Agrawal
  • Jen-Chien Chang
  • Yari Ciani
  • Ivan V. Kulakovskiy Mickaël Mendez Jasmine Li Ching Ooi John F. Ouyang Nick Parkinson Andreas Petri Leonie Roos Jessica Severin Kayoko Yasuzawa Imad Abugessaisa Altuna Akalin Ivan V. Antonov Erik Arner Alessandro Bonetti Hidemasa Bono Beatrice Borsari Frank Brombacher Christopher J.F. Cameron Carlo Vittorio Cannistraci Ryan Cardenas Melissa Cardon Howard Chang Josée Dostie Luca Ducoli Alexander Favorov Alexandre Fort Diego Garrido Noa Gil Juliette Gimenez Reto Guler Lusy Handoko Jayson Harshbarger Akira Hasegawa Yuki Hasegawa Kosuke Hashimoto Norihito Hayatsu Peter Heutink Tetsuro Hirose Eddie L. Imada Masayoshi Itoh Bogumil Kaczkowski Aditi Kanhere Emily Kawabata Hideya Kawaji Tsugumi Kawashima S. Thomas Kelly Miki Kojima Naoto Kondo Haruhiko Koseki Tsukasa Kouno Anton Kratz Mariola Kurowska-Stolarska Andrew Tae Jun Kwon Jeffrey Leek Andreas Lennartsson Marina Lizio Fernando López-Redondo Joachim Luginbühl Shiori Maeda Vsevolod J. Makeev Luigi Marchionni Yulia A. Medvedeva Aki Minoda Ferenc Müller Manuel Muñoz-Aguirre Mitsuyoshi Murata Hiromi Nishiyori Kazuhiro R. Nitta Shuhei Noguchi Yukihiko Noro Ramil Nurtdinov Yasushi Okazaki Valerio Orlando Denis Paquette Callum J.C. Parr Owen J.L. Rackham Patrizia Rizzu Diego Fernando Sánchez Martinez Albin Sandelin Pillay Sanjana Colin A.M. Semple Youtaro Shibayama Divya M. Sivaraman Takahiro Suzuki Suzannah C. Szumowski Michihira Tagami Martin S. Taylor Chikashi Terao Malte Thodberg Supat Thongjuea Vidisha Tripathi Igor Ulitsky Roberto Verardo Ilya E. Vorontsov Chinatsu Yamamoto Robert S. Young J. Kenneth Baillie Alistair R.R. Forrest Roderic Guigó Michael M. Hoffman Chung Chau Hon Takeya Kasukawa Sakari Kauppinen Juha Kere Boris Lenhard Claudio Schneider Harukazu Suzuki
  • ... [+107 authors] ...,
  • Ken Yagi
  • Michiel J.L. de Hoon
  • Jay W. Shin
  • Piero Carninci
  • First Published July 27, 2020

Dynamics of microRNA expression during mouse prenatal development

  • Sorena Rahmanian
  • Rabi Murad
  • Alessandra Breschi
  • Weihua Zeng
  • Mark Mackiewicz
  • Brian Williams Carrie A. Davis Brian Roberts Sarah Meadows Dianna Moore Diane Trout Chris Zaleski Alex Dobin Lei-Hoon Sei Jorg Drenkow Alex Scavelli Thomas R. Gingeras
  • ... [+12 authors] ...,
  • Barbara J. Wold
  • Richard M. Myers
  • Roderic Guigó
  • Ali Mortazavi
  • First Published October 23, 2019
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