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Pheng-Ann Heng

Active 1991–2026

Also published as
Pheng‐Ann Heng
765
Papers
55,683
Citations
113
h-index
456
i10-index

Citations

Citations per year for Pheng-Ann Heng1941: 1 citations1960: 2 citations1963: 1 citations1969: 2 citations1971: 1 citations1978: 1 citations1981: 3 citations1984: 1 citations1985: 1 citations1986: 1 citations1988: 1 citations1989: 1 citations1990: 1 citations1992: 3 citations1993: 5 citations1994: 8 citations1995: 5 citations1996: 4 citations1997: 7 citations1998: 9 citations1999: 16 citations2000: 23 citations2001: 29 citations2002: 46 citations2003: 75 citations2004: 96 citations2005: 131 citations2006: 131 citations2007: 168 citations2008: 154 citations2009: 177 citations2010: 198 citations2011: 188 citations2012: 208 citations2013: 258 citations2014: 272 citations2015: 259 citations2016: 362 citations2017: 691 citations2018: 1,261 citations2019: 2,328 citations2020: 3,260 citations2021: 3,917 citations2022: 3,911 citations2023: 4,271 citations2024: 5,052 citations2025: 4,620 citations2026: 1,533 citations2027: 2 citations1942–1959: no citations, so these years are not shown1961–1962: no citations, so these years are not shown1964–1968: no citations, so these years are not shown1970: no citations, so this year is not shown1972–1977: no citations, so these years are not shown1979–1980: no citations, so these years are not shown1982–1983: no citations, so these years are not shown1987: no citations, so this year is not shown1991: no citations, so this year is not shown

Citation sources

Countries

World map of the countries and regions citing this authorChina: 12,184 citing papers, 33.5% of this breakdownUnited States: 4,896 citing papers, 13.4% of this breakdownUnited Kingdom: 2,029 citing papers, 5.6% of this breakdownHong Kong: 1,584 citing papers, 4.4% of this breakdownIndia: 1,501 citing papers, 4.1% of this breakdownGermany: 1,141 citing papers, 3.1% of this breakdownCanada: 1,098 citing papers, 3% of this breakdownAustralia: 946 citing papers, 2.6% of this breakdownSouth Korea: 845 citing papers, 2.3% of this breakdownFrance: 717 citing papers, 2% of this breakdownSingapore: 710 citing papers, 2% of this breakdownJapan: 671 citing papers, 1.8% of this breakdown
0%33.5%Other 22.2%

Institutions

Fields

  • Computer Science52.7%
  • Medicine27.3%
  • Engineering9.8%
  • Neuroscience3.4%
  • Biochemistry, Genetics and Molecular Biology1.9%
  • Physics and Astronomy0.9%
  • Other4%

Topics

  • AI in cancer detection7.7%
  • Advanced Neural Network Applications6%
  • Radiomics and Machine Learning in Medical Imaging5.7%
  • Medical Image Segmentation Techniques4.4%
  • COVID-19 diagnosis using AI3.1%
  • Brain Tumor Detection and Classification2.2%
  • Other70.9%

Coauthors

All papers

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  1. Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved?

    Authors: Olivier Bernard, Alain Lalande, Clément Zotti, Frederic Cervenansky, Xin Yang, Pheng-Ann Heng, Irem Cetin, Karim Lekadir, Oscar Camara, Miguel Ángel González Ballester, Gerard Sanroma, Sandy Napel, Steffen E. Petersen, Georgios Tziritas, Elias Grinias, Mahendra Khened, Alex Varghese, Ganapathy Krishnamurthi, Marc-Michel Rohé, Xavier Pennec, Maxime Sermesant, Fabian Isensee, Paul Jäger, Klaus H. Maier-Hein, Peter M. Full, Ivo Wolf, Sandy Engelhardt, Christian F. Baumgartner, Lisa M. Koch, Jelmer M. Wolterink, Ivana Isgum, Yeonggul Jang, Yoonmi Hong, Jay Patravali, Shubham Jain, Olivier Humbert, Pierre-Marc Jodoin - IEEE Transactions on Medical Imaging, IEEE Trans. Medical Imaging 2018 cited by 2,256

  2. Diagnostic Assessment of Deep Learning Algorithms for Detection of Lymph Node Metastases in Women With Breast Cancer

    Authors: Babak Ehteshami Bejnordi, Mitko Veta, Paul Johannes van Diest, Bram van Ginneken, Nico Karssemeijer, Geert Litjens, Jeroen van der Laak, Meyke Hermsen, Quirine F. Manson, Maschenka Balkenhol, Oscar Geessink, Nikolas Stathonikos, Marcory CRF van Dijk, Peter Bult, Francisco Beça, Andrew H. Beck, Dayong Wang, Aditya Khosla, Rishab Gargeya, Humayun Irshad, Aoxiao Zhong, Qi Dou, Quanzheng Li, Hao Chen, Huangjing Lin, Pheng‐Ann Heng, Christian Haß, Elia Bruni, Q. K. Wong, Uğur Halıcı, Mustafa Ümit Öner, Rengül Çetin-Atalay, Matt Berseth, Vitali Khvatkov, Alexei Vylegzhanin, Oren Kraus, Muhammad Shaban, Nasir Rajpoot, Ruqayya Awan, Korsuk Sirinukunwattana, Talha Qaiser, Yee‐Wah Tsang, David Tellez, Jonas Annuscheit, Peter Hufnagl, Mira Valkonen, Kimmo Kartasalo, Leena Latonen, Pekka Ruusuvuori, Kaisa Liimatainen, Shadi Albarqouni, Bharti Mungal, Ami George, Stefanie Demirci, Nassir Navab, Seiryo Watanabe, Shigeto Seno, Yoichi Takenaka, Hideo Matsuda, Hady Ahmady Phoulady, Vassili Kovalev, Alexander Kalinovsky, Vitali Liauchuk, Gloria Bueno, M. Milagro Fernández-Carrobles, Ismael Serrano, Óscar Déniz, Daniel Racoceanu, Rui Venâncio - JAMA 2017 cited by 3,297

  3. The Liver Tumor Segmentation Benchmark (LiTS)

    Authors: Patrick Bilic, Patrick Ferdinand Christ, Hongwei Li, Eugene Vorontsov, Avi Ben-Cohen, Georgios Kaissis, Adi Szeskin, Colin Jacobs, Gabriel Efrain Humpire Mamani, Gabriel Chartrand, Fabian Lohöfer, Julian Walter Holch, Wieland H. Sommer, Felix Hofmann, Alexandre Hostettler, Naama Lev-Cohain, Michal Drozdzal, Michal Marianne Amitai, Refael Vivanti, Jacob Sosna, Ivan Ezhov, Anjany Sekuboyina, Fernando Navarro, Florian Kofler, Johannes C. Paetzold, Suprosanna Shit, Xiaobin Hu, Jana Lipková, Markus Rempfler, Marie Piraud, Jan Kirschke, Benedikt Wiestler, Zhiheng Zhang, Christian Hülsemeyer, Marcel Beetz, Florian Ettlinger, Michela Antonelli, Woong Bae, Miriam Bellver, Lei Bi, Hao Chen, Grzegorz Chlebus, Erik B. Dam, Qi Dou, Chi-Wing Fu, Bogdan Georgescu, Xavier Giró-i-Nieto, Felix Grün, Xu Han, Pheng-Ann Heng, Jürgen Hesser, Jan Hendrik Moltz, Christian Igel, Fabian Isensee, Paul Jäger, Fucang Jia, Krishna Chaitanya Kaluva, Mahendra Khened, Ildoo Kim, Jae-Hun Kim, Sungwoong Kim, Simon Kohl, Tomasz K. Konopczynski, Avinash Kori, Ganapathy Krishnamurthi, Fan Li, Hongchao Li, Junbo Li, Xiaomeng Li, John S. Lowengrub, Jun Ma, Klaus H. Maier-Hein, Kevis-Kokitsi Maninis, Hans Meine, Dorit Merhof, Akshay Pai, Mathias Perslev, Jens Petersen, Jordi Pont-Tuset, Jin Qi, Xiaojuan Qi, Oliver Rippel, Karsten Roth, Ignacio Sarasua, Andrea Schenk, Zengming Shen, Jordi Torres, Christian Wachinger, Chunliang Wang, Leon Weninger, Jianrong Wu, Daguang Xu, Xiaoping Yang, Simon Chun-Ho Yu, Yading Yuan, Miao Yue, Liping Zhang, Manuel Jorge Cardoso, Spyridon Bakas, Rickmer Braren and 9 more - Medical Image Analysis, Medical Image Anal. 2022 cited by 1,164

  4. REFUGE Challenge: A unified framework for evaluating automated methods for glaucoma assessment from fundus photographs

    Authors: José Ignacio Orlando, Huazhu Fu, João Barbosa‐Breda, Karel Van Keer, Deepti R. Bathula, Andres Diaz‐Pinto, Ruogu Fang, Pheng‐Ann Heng, Je-Young Kim, JoonHo Lee, Joonseok Lee, Xiaoxiao Li, Peng Liu, Shuai Lu, Balamurali Murugesan, Valery Naranjo, Sai Samarth R Phaye, Sharath M Shankaranarayana, Apoorva Sikka, Jaemin Son, Anton van den Hengel, Shujun Wang, Junyan Wu, Zifeng Wu, Guanghui Xu, Yongli Xu, Pengshuai Yin, Fei Li, Xiulan Zhang, Yanwu Xu, Hrvoje Bogunović - Medical Image Analysis, Medical Image Anal. 2019 cited by 819

  5. A Survey on Generative Diffusion Models

    Authors: Hanqun Cao, Cheng Tan, Zhangyang Gao, Yilun Xu, Guangyong Chen, Pheng-Ann Heng, Stan Z. Li - IEEE Transactions on Knowledge and Data Engineering, IEEE Trans. Knowl. Data Eng. 2024 cited by 452

  6. Gland Segmentation in Colon Histology Images: The GlaS Challenge Contest

    Authors: Korsuk Sirinukunwattana, Josien P. W. Pluim, Hao Chen, Xiaojuan Qi, Pheng-Ann Heng, Yun Bo Guo, Li Yang Wang, Bogdan J. Matuszewski, Elia Bruni, Urko Sanchez, Anton Böhm, Olaf Ronneberger, Bassem Ben Cheikh, Daniel Racoceanu, Philipp Kainz, Michael Pfeiffer, Martin Urschler, David R. J. Snead, Nasir M. Rajpoot - Medical Image Analysis, Medical Image Anal. 2016 cited by 961

  7. A global benchmark of algorithms for segmenting the left atrium from late gadolinium-enhanced cardiac magnetic resonance imaging

    Authors: Zhaohan Xiong, Qing Xia, Zhiqiang Hu, Ning Huang, Cheng Bian, Yefeng Zheng, Sulaiman Vesal, Nishant Ravikumar, Andreas Maier, Xin Yang, Pheng‐Ann Heng, Dong Ni, Caizi Li, Qianqian Tong, Weixin Si, Élodie Puybareau, Younes Khoudli, Thierry Géraud, Chen Chen, Wenjia Bai, Daniel Rueckert, Lingchao Xu, Xiahai Zhuang, Xinzhe Luo, Shuman Jia, Maxime Sermesant, Yashu Liu, Kuanquan Wang, Davide Borra, Alessandro Masci, Cristiana Corsi, Coen de Vente, Mitko Veta, Rashed Karim, Chandrakanth Jayachandran Preetha, Sandy Engelhardt, Menyun Qiao, Yuanyuan Wang, Qian Tao, Marta Nuñez‐Garcia, Óscar Cámara, Nicoló Savioli, Pablo Lamata, Jichao Zhao - Medical Image Analysis, Medical Image Anal. 2020 cited by 479

  8. Validation, comparison, and combination of algorithms for automatic detection of pulmonary nodules in computed tomography images: The LUNA16 challenge

    Authors: Arnaud A. A. Setio, Alberto Traverso, Thomas de Bel, Moira S.N. Berens, Cas van den Bogaard, P. Cerello, Hao Chen, Qi Dou, Maria Evelina Fantacci, Bram Geurts, Robbert van der Gugten, Pheng‐Ann Heng, Bart Jansen, Michael M.J. de Kaste, В. М. Котов, Jack Yu-Hung Lin, Jeroen T.M.C. Manders, Alexander Sóñora-Mengana, Juan Carlos García Naranjo, Evgenia Papavasileiou, Mathias Prokop, M. Saletta, Cornelia Schaefer‐Prokop, Ernst T. Scholten, Luuk Scholten, Miranda Snoeren, E. López Torres, Jef Vandemeulebroucke, Nicole Walasek, Guido Zuidhof, Bram van Ginneken, Colin Jacobs - Medical Image Analysis, Medical Image Anal. 2017 cited by 1,332

  9. A Multi-Organ Nucleus Segmentation Challenge

    Authors: Neeraj Kumar, Ruchika Verma, Deepak Anand, Yanning Zhou, Omer Fahri Onder, Efstratios Tsougenis, Hao Chen, Pheng-Ann Heng, Jiahui Li, Zhiqiang Hu, Yunzhi Wang, Navid Alemi Koohbanani, Mostafa Jahanifar, Neda Zamani Tajeddin, Ali Gooya, Nasir M. Rajpoot, Xuhua Ren, Sihang Zhou, Qian Wang, Dinggang Shen, Cheng-Kun Yang, Chi-Hung Weng, Wei-Hsiang Yu, Chao-Yuan Yeh, Shuang Yang, Shuoyu Xu, Pak-Hei Yeung, Peng Sun, Amirreza Mahbod, Gerald Schaefer, Isabella Ellinger, Rupert Ecker, Örjan Smedby, Chunliang Wang, Benjamin Chidester, That-Vinh Ton, Minh-Triet Tran, Jian Ma, Minh N. Do, Simon Graham, Quoc Dang Vu, Jin Tae Kwak, Akshaykumar Gunda, Raviteja Chunduri, Corey Hu, Xiaoyang Zhou, Dariush Lotfi, Reza Safdari, Antanas Kascenas, Alison O'Neil, Dennis Eschweiler, Johannes Stegmaier, Yanping Cui, Baocai Yin, Kailin Chen, Xinmei Tian, Philipp Grüning, Erhardt Barth, Elad Arbel, Itay Remer, Amir Ben-Dor, Ekaterina Sirazitdinova, Matthias Kohl, Stefan Braunewell, Yuexiang Li, Xinpeng Xie, Linlin Shen, Jun Ma, Krishanu Das Baksi, Mohammad Azam Khan, Jaegul Choo, Adrián Colomer, Valery Naranjo, Linmin Pei, Khan M. Iftekharuddin, Kaushiki Roy, Debotosh Bhattacharjee, Aníbal Pedraza, Maria Gloria Bueno, Sabarinathan Devanathan, Saravanan Radhakrishnan, Praveen Koduganty, Zihan Wu, Guanyu Cai, Xiaojie Liu, Yuqin Wang, Amit Sethi - IEEE Transactions on Medical Imaging, IEEE Trans. Medical Imaging 2019 cited by 544

  10. Transformation-Consistent Self-Ensembling Model for Semisupervised Medical Image Segmentation

    Authors: Xiaomeng Li, Lequan Yu, Hao Chen, Chi-Wing Fu, Lei Xing, Pheng-Ann Heng - IEEE Transactions on Neural Networks and Learning Systems, IEEE Trans. Neural Networks Learn. Syst. 2020 cited by 539

  11. Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following

    Authors: Ziyu Guo, Renrui Zhang, Xiangyang Zhu, Yiwen Tang, Xianzheng Ma, Jiaming Han, Kexin Chen, Peng Gao, Xianzhi Li, Hongsheng Li, Pheng-Ann Heng - arXiv (Cornell University), CoRR 2023 cited by 173

  12. HybridVLA: Collaborative Diffusion and Autoregression in a Unified Vision-Language-Action Model

    Authors: Jiaming Liu, Hao Chen, Pengju An, Zhuoyang Liu, Renrui Zhang, Chenyang Gu, Xiaoqi Li, Ziyu Guo, Sixiang Chen, Mengzhen Liu, Chengkai Hou, Mengdi Zhao, KC alex Zhou, Pheng-Ann Heng, Shanghang Zhang - ArXiv.org, CoRR 2025 cited by 159

  13. Federated learning enables big data for rare cancer boundary detection

    Authors: Sarthak Pati, Ujjwal Baid, Brandon Edwards, Micah Sheller, Shih‐Han Wang, G. Anthony Reina, Patrick Foley, А. Д. Груздев, Deepthi Karkada, Christos Davatzikos, Chiharu Sako, Satyam Ghodasara, Michel Bilello, Suyash Mohan, Philipp Kickingereder, Gianluca Brugnara, Chandrakanth Jayachandran Preetha, Felix Sahm, Klaus Maier‐Hein, Maximilian Zenk, Martin Bendszus, Wolfgang Wick, Evan Calabrese, Jeffrey D. Rudie, Javier Villanueva‐Meyer, Soonmee Cha, Madhura Ingalhalikar, Manali Jadhav, Umang Pandey, Jitender Saini, John W. Garrett, Matthew Larson, Robert Jeraj, Stuart Currie, Russell Frood, Kavi Fatania, Raymond Y. Huang, Ken Chang, Carmen Balañá, Jaume Capellades, Josep Puig, Johannes Trenkler, Josef Pichler, Georg Necker, Andreas Haunschmidt, Stephan Meckel, Gaurav Shukla, Spencer Liem, Gregory S. Alexander, Joseph S. Lombardo, Joshua D. Palmer, Adam E. Flanders, Adam P. Dicker, Haris I. Sair, Craig Jones, Archana Venkataraman, Meirui Jiang, Tiffany Y. So, Cheng Chen, Pheng‐Ann Heng, Qi Dou, Michal Kozubek, Filip Lux, Jan Michálek, Petr Matula, Miloš Keřkovský, Tereza Kopřivová, Marek Dostál, Václav Vybíhal, Michael A. Vogelbaum, J. Ross Mitchell, Joaquim M. Farinhas, Joseph A. Maldjian, Chandan Ganesh Bangalore Yogananda, Marco C. Pinho, Divya Reddy, James Holcomb, Benjamin Wagner, Benjamin M. Ellingson, Timothy F. Cloughesy, Catalina Raymond, Talia C. Oughourlian, Akifumi Hagiwara, Chencai Wang, Minh‐Son To, Sargam Bhardwaj, Chee Chong, Marc Agzarian, Alexandre X. Falcão, Samuel Botter Martins, Bernardo Corrêa de Almeida Teixeira, F Sprenger, David Menotti, Diego Rafael Lucio, Pamela LaMontagne, Daniel S. Marcus, Benedikt Wiestler, Florian Kofler, Ivan Ezhov, Marie Metz and 179 more - Nature Communications 2022 cited by 340

  14. T2I-R1: Reinforcing Image Generation with Collaborative Semantic-level and Token-level CoT

    Authors: Dongzhi Jiang, Ziyu Guo, Renrui Zhang, Zhuofan Zong, Hao Li, Le Zhuo, Shilin Yan, Pheng-Ann Heng, Hongsheng Li - NeurIPS 2025 cited by 137

  15. Automated Melanoma Recognition in Dermoscopy Images via Very Deep Residual Networks

    Authors: Lequan Yu, Hao Chen, Qi Dou, Jing Qin, Pheng-Ann Heng - IEEE Transactions on Medical Imaging, IEEE Trans. Medical Imaging 2016 cited by 1,139

  16. Global Guidance Network for Breast Lesion Segmentation in Ultrasound Images

    Authors: Cheng Xue, Lei Zhu, Huazhu Fu, Xiaowei Hu, Xiaomeng Li, Hai Zhang, Pheng-Ann Heng - Medical Image Analysis, Medical Image Anal. 2021 cited by 221

  17. CANet: Cross-Disease Attention Network for Joint Diabetic Retinopathy and Diabetic Macular Edema Grading

    Authors: Xiaomeng Li, Xiaowei Hu, Lequan Yu, Lei Zhu, Chi-Wing Fu, Pheng-Ann Heng - IEEE Transactions on Medical Imaging, IEEE Trans. Medical Imaging 2019 cited by 447

  18. MS-Net: Multi-Site Network for Improving Prostate Segmentation With Heterogeneous MRI Data

    Authors: Quande Liu, Qi Dou, Lequan Yu, Pheng-Ann Heng - IEEE Transactions on Medical Imaging, IEEE Trans. Medical Imaging 2020 cited by 286

  19. Depth-Attentional Features for Single-Image Rain Removal

    Authors: Xiaowei Hu, Chi-Wing Fu, Lei Zhu, Pheng-Ann Heng - IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2019 cited by 389

  20. Semi-Supervised Medical Image Classification With Relation-Driven Self-Ensembling Model

    Authors: Quande Liu, Lequan Yu, Luyang Luo, Qi Dou, Pheng-Ann Heng - IEEE Transactions on Medical Imaging, IEEE Trans. Medical Imaging 2020 cited by 280

  21. DoFE: Domain-Oriented Feature Embedding for Generalizable Fundus Image Segmentation on Unseen Datasets

    Authors: Shujun Wang, Lequan Yu, Kang Li, Xin Yang, Chi-Wing Fu, Pheng-Ann Heng - IEEE Transactions on Medical Imaging, IEEE Trans. Medical Imaging 2020 cited by 195

  22. Weakly Supervised Deep Learning for Whole Slide Lung Cancer Image Analysis

    Authors: Xi Wang, Hao Chen, Caixia Gan, Huangjing Lin, Qi Dou, Efstratios Tsougenis, Qitao Huang, Muyan Cai, Pheng-Ann Heng - IEEE Transactions on Cybernetics, IEEE Trans. Cybern. 2019 cited by 407

  23. A Survey of Reasoning with Foundation Models

    Authors: Jiankai Sun, Chuanyang Zheng, Enze Xie, Zhengying Liu, Ruihang Chu, Jianing Qiu, Jiaqi Xu, Mingyu Ding, Hongyang Li, Mengzhe Geng, Yue Wu, Wenhai Wang, Junsong Chen, Zhangyue Yin, Xiaozhe Ren, Jie Fu, Junxian He, Wu Yuan, Qi Liu, Xihui Liu, Yu Li, Hao Dong, Yu Cheng, Ming Zhang, Pheng-Ann Heng, Jifeng Dai, Ping Luo, Jingdong Wang, Ji-Rong Wen, Xipeng Qiu, Yike Guo, Hui Xiong, Qun Liu, Zhenguo Li - arXiv (Cornell University), CoRR 2023 cited by 99

  24. Learning Semantic Context from Normal Samples for Unsupervised Anomaly Detection

    Authors: Xudong Yan, Huaidong Zhang, Xuemiao Xu, Xiaowei Hu, Pheng-Ann Heng - AAAI Conference on Artificial Intelligence 2021 cited by 174