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2020 – today
- 2023
[j28]Bin Deng
, Hanxue Gu, Hongmin Zhu, Ken Chang, Katharina Viktoria Hoebel, Jay B. Patel, Jayashree Kalpathy-Cramer, Stefan A. Carp:
FDU-Net: Deep Learning-Based Three-Dimensional Diffuse Optical Image Reconstruction. IEEE Trans. Medical Imaging 42(8): 2439-2450 (2023)- 2022
- [j27]Nalini M. Singh, Jordan B. Harrod, Sandya Subramanian, Mitchell Robinson, Ken Chang, Suheyla Cetin Karayumak, Adrian Vasile Dalca, Simon B. Eickhoff, Michael Fox, Loraine Franke, Polina Golland, Daniel Haehn, Juan Eugenio Iglesias, Lauren J. O'Donnell, Yangming Ou, Yogesh Rathi, Shan H. Siddiqi, Haoqi Sun, M. Brandon Westover, Susan L. Whitfield-Gabrieli, Randy L. Gollub:
How Machine Learning is Powering Neuroimaging to Improve Brain Health. Neuroinformatics 20(4): 943-964 (2022) - [j26]Chris K. Kim, Ji Whae Choi, Zhicheng Jiao, Dongcui Wang, Jing Wu, Thomas Y. Yi, Kasey C. Halsey, Feyisope Eweje, Thi My Linh Tran, Chang Liu, Robin Wang, John Sollee, Celina Hsieh, Ken Chang, Fang-Xue Yang, Ritambhara Singh, Jie-Lin Ou, Raymond Y. Huang, Cai Feng, Michael D. Feldman, Tao Liu, Ji Sheng Gong, Shaolei Lu, Carsten Eickhoff, Xue Feng, Ihab Kamel, Ronnie Sebro, Michael Atalay, Terrance Healey, Yong Fan, Wei-hua Liao, Jianxin Wang, Harrison Bai:
An automated COVID-19 triage pipeline using artificial intelligence based on chest radiographs and clinical data. npj Digit. Medicine 5 (2022) - [c49]Charles Lu, Andréanne Lemay, Ken Chang, Katharina Höbel, Jayashree Kalpathy-Cramer:
Fair Conformal Predictors for Applications in Medical Imaging. AAAI 2022: 12008-12016 - [c48]Sourav Kumar, Anantharaman Lakshminarayanan, Ken Chang, Feri Guretno, Ivan Ho Mien, Jayashree Kalpathy-Cramer, Pavitra Krishnaswamy, Praveer Singh:
Towards More Efficient Data Valuation in Healthcare Federated Learning Using Ensembling. DeCaF/FAIR@MICCAI 2022: 119-129 - [i23]Ikbeom Jang, Garrison Danley, Ken Chang, Jayashree Kalpathy-Cramer:
Decreasing Annotation Burden of Pairwise Comparisons with Human-in-the-Loop Sorting: Application in Medical Image Artifact Rating. CoRR abs/2202.04823 (2022) - [i22]Sarthak Pati, Ujjwal Baid, Brandon Edwards, Micah J. Sheller, Hans Shih-Han Wang, G. Anthony Reina, Patrick Foley, Alexey Gruzdev, Deepthi Karkada, Christos Davatzikos, Chiharu Sako, Satyam Ghodasara, Michel Bilello, Suyash Mohan, Philipp Vollmuth, Gianluca Brugnara, Chandrakanth J. Preetha, Felix Sahm, Klaus H. Maier-Hein, Maximilian Zenk, Martin Bendszus, Wolfgang Wick, Evan Calabrese, Jeffrey D. Rudie, Javier E. Villanueva-Meyer, Soonmee Cha, Madhura Ingalhalikar, Manali Jadhav, Umang Pandey, Jitender Saini, John Garrett, Matthew Larson, Robert Jeraj, Stuart Currie, Russell Frood, Kavi Fatania, Raymond Y. Huang, Ken Chang, Carmen Balaña Quintero, Jaume Capellades, Josep Puig, Johannes Trenkler, Josef Pichler, Georg Necker, Andreas Haunschmidt, Stephan Meckel, Gaurav Shukla, Spencer Liem, Gregory S. Alexander, et al.:
Federated Learning Enables Big Data for Rare Cancer Boundary Detection. CoRR abs/2204.10836 (2022) - [i21]Charles Lu, Ken Chang, Praveer Singh, Jayashree Kalpathy-Cramer:
Three Applications of Conformal Prediction for Rating Breast Density in Mammography. CoRR abs/2206.12008 (2022) - [i20]Sourav Kumar, Anantharaman Lakshminarayanan, Ken Chang, Feri Guretno, Ivan Ho Mien, Jayashree Kalpathy-Cramer, Pavitra Krishnaswamy, Praveer Singh:
Towards More Efficient Data Valuation in Healthcare Federated Learning using Ensembling. CoRR abs/2209.05424 (2022) - 2021
- [j25]Jay Im, Kevin Zheng, Chuen-Huei Adam Chou, Lei Zhou, Jae Wook Kim, Stanley Chen, Yipeng Wang, Hao-Wei Hung, Kee Hian Tan, Winson Lin, Arianne Roldan, Declan Carey, Ilias Chlis, Ronan Casey, Ade Bekele, Ying Cao, David Mahashin, Hong Ahn, Hongtao Zhang, Yohan Frans, Ken Chang:
A 112-Gb/s PAM-4 Long-Reach Wireline Transceiver Using a 36-Way Time-Interleaved SAR ADC and Inverter-Based RX Analog Front-End in 7-nm FinFET. IEEE J. Solid State Circuits 56(1): 7-18 (2021) - [j24]Andrew Beers, James M. Brown, Ken Chang, Katharina Hoebel, Jay B. Patel, K. Ina Ly, Sara M. Tolaney, Priscilla K. Brastianos, Bruce R. Rosen, Elizabeth R. Gerstner, Jayashree Kalpathy-Cramer:
DeepNeuro: an open-source deep learning toolbox for neuroimaging. Neuroinformatics 19(1): 127-140 (2021) - [c47]Jay B. Patel, Ken Chang, Syed Rakin Ahmed, Ikbeom Jang, Jayashree Kalpathy-Cramer:
Opportunities and Challenges for Deep Learning in Brain Lesions. BrainLes@MICCAI (1) 2021: 25-36 - [c46]Mark T. Wade, Erik Anderson, Shahab Ardalan, Woorham Bae, Behrooz Beheshtian, Sidney Buchbinder, Ken Chang, Paulo Chao, Haritha Eachempatti, John Frey, Eric Jan, Austin Katzin, Anatoly Khilo, Derek Kita, Uma Krishnamoorthy, Chen Li, Haiwei Lu, Fernando Luna, Christopher Madden, Lynne Okada, Mukundrai Patel, Chandru Ramamurthy, Manan Raval, Radek Roucka, Kit Robberson, Michael Rust, Derek Van Orden, Ron Zeng, Mason Zhang, Vladimir Stojanovic, Forrest Sedgwick, Roy Meade, Norman Chan, John Michael Fini, Byungchae Kim, Songtao Liu, Chong Zhang, Daniel Jeong, Pavan Bhargava, Matthew Sysak, Chen Sun:
An Error-free 1 Tbps WDM Optical I/O Chiplet and Multi-wavelength Multi-port Laser. OFC 2021: 1-3 - [i19]Sharut Gupta, Praveer Singh, Ken Chang, Liangqiong Qu, Mehak Aggarwal, Nishanth Thumbavanam Arun, Ashwin Vaswani, Shruti Raghavan, Vibha Agarwal, Mishka Gidwani, Katharina Hoebel, Jay B. Patel, Charles Lu, Christopher P. Bridge, Daniel L. Rubin, Jayashree Kalpathy-Cramer:
Addressing catastrophic forgetting for medical domain expansion. CoRR abs/2103.13511 (2021) - [i18]Charles Lu, Andréanne Lemay, Ken Chang, Katharina Hoebel, Jayashree Kalpathy-Cramer:
Fair Conformal Predictors for Applications in Medical Imaging. CoRR abs/2109.04392 (2021) - [i17]Charles Lu, Ken Chang, Praveer Singh, Stuart R. Pomerantz, Sean Doyle, Sujay Kakarmath, Christopher P. Bridge, Jayashree Kalpathy-Cramer:
Deploying clinical machine learning? Consider the following... CoRR abs/2109.06919 (2021) - [i16]Raghav Mehta, Angelos Filos, Ujjwal Baid, Chiharu Sako, Richard McKinley, Michael Rebsamen, Katrin Dätwyler, Raphael Meier, Piotr Radojewski, Gowtham Krishnan Murugesan, Sahil S. Nalawade, Chandan Ganesh, Benjamin C. Wagner, Fang F. Yu, Baowei Fei, Ananth J. Madhuranthakam, Joseph A. Maldjian, Laura Alexandra Daza, Catalina Gómez Caballero, Pablo Arbeláez, Chengliang Dai, Shuo Wang, Hadrien Raynaud, Yuanhan Mo, Elsa D. Angelini, Yike Guo, Wenjia Bai, Subhashis Banerjee, Linmin Pei, Murat Ak, Sarahi Rosas-González, Ilyess Zemmoura, Clovis Tauber, Minh H. Vu, Tufve Nyholm, Tommy Löfstedt, Laura Mora Ballestar, Verónica Vilaplana, Hugh McHugh, Gonzalo D. Maso Talou, Alan Wang, Jay B. Patel, Ken Chang, Katharina Hoebel, Mishka Gidwani, Nishanth Thumbavanam Arun, Sharut Gupta, Mehak Aggarwal, Praveer Singh, Elizabeth R. Gerstner, Jayashree Kalpathy-Cramer, Nicolas Boutry, Alexis Huard, Lasitha Vidyaratne, Md Monibor Rahman, Khan M. Iftekharuddin, Joseph Chazalon, Élodie Puybareau, Guillaume Tochon, Jun Ma, Mariano Cabezas, Xavier Lladó, Arnau Oliver, Liliana Valencia, Sergi Valverde, Mehdi Amian, Mohammadreza Soltaninejad, Andriy Myronenko, Ali Hatamizadeh, Xue Feng, Quan Dou, Nicholas J. Tustison, Craig H. Meyer, Nisarg A. Shah, Sanjay N. Talbar, Marc-André Weber, Abhishek Mahajan, András Jakab, Roland Wiest, Hassan M. Fathallah-Shaykh, Arash Nazeri, Mikhail Milchenko, Daniel S. Marcus, Aikaterini Kotrotsou, Rivka Colen, John B. Freymann, Justin S. Kirby, Christos Davatzikos, Bjoern H. Menze, Spyridon Bakas, Yarin Gal, Tal Arbel:
QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation - Analysis of Ranking Metrics and Benchmarking Results. CoRR abs/2112.10074 (2021) - 2020
- [j23]Niranjan Balachandar, Ken Chang, Jayashree Kalpathy-Cramer, Daniel L. Rubin:
Accounting for data variability in multi-institutional distributed deep learning for medical imaging. J. Am. Medical Informatics Assoc. 27(5): 700-708 (2020) - [j22]Niranjan Balachandar, Ken Chang, Jayashree Kalpathy-Cramer, Daniel L. Rubin:
Corrigendum to: Accounting for data variability in multi-institutional distributed deep learning for medical imaging. J. Am. Medical Informatics Assoc. 27(8): 1340 (2020) - [j21]Mayank Raj, Yohan Frans, Ping-Chuan Chiang, Sai Lalith Chaitanya Ambatipudi, David Mahashin, Peter De Heyn, Sadhishkumar Balakrishnan, Joris Van Campenhout, Jimmy Grayson, Marc Epitaux, Ken Chang:
Design of a 50-Gb/s Hybrid Integrated Si-Photonic Optical Link in 16-nm FinFET. IEEE J. Solid State Circuits 55(4): 1086-1095 (2020) - [j20]Matthew D. Li, Ken Chang, Ben Bearce, Connie Y. Chang, Ambrose J. Huang, J. Peter Campbell, James M. Brown, Praveer Singh, Katharina Viktoria Hoebel, Deniz Erdogmus, Stratis Ioannidis, William E. Palmer, Michael F. Chiang, Jayashree Kalpathy-Cramer:
Siamese neural networks for continuous disease severity evaluation and change detection in medical imaging. npj Digit. Medicine 3 (2020) - [c45]Jay B. Patel, Ken Chang, Katharina Hoebel, Mishka Gidwani, Nishanth Thumbavanam Arun, Sharut Gupta, Mehak Aggarwal, Praveer Singh, Bruce R. Rosen, Elizabeth R. Gerstner, Jayashree Kalpathy-Cramer:
Segmentation, Survival Prediction, and Uncertainty Estimation of Gliomas from Multimodal 3D MRI Using Selective Kernel Networks. BrainLes@MICCAI (2) 2020: 228-240 - [c44]Mayank Raj, Yohan Frans, Ping-Chuan Chiang, Sai Lalith Chaitanya Ambatipudi, David Mahashin, Peter De Heyn, Sadhishkumar Balakrishnan, Joris Van Campenhout, Jimmy Grayson, Marc Epitaux, Ken Chang:
50Gb/s Hybrid Integrated Si-Photonic Optical Link in 16nm FinFET. ECOC 2020: 1-4 - [c43]Jay Im, Kevin Zheng, Adam Chou, Lei Zhou, Jae Wook Kim, Stanley Chen, Yipeng Wang, Hao-Wei Hung, Kee Hian Tan, Winson Lin, Arianne Roldan, Declan Carey, Ilias Chlis, Ronan Casey, Ade Bekele, Ying Cao, David Mahashin, Hong Ahn, Hongtao Zhang, Yohan Frans, Ken Chang:
6.1 A 112Gb/s PAM-4 Long-Reach Wireline Transceiver Using a 36-Way Time-Interleaved SAR-ADC and Inverter-Based RX Analog Front-End in 7nm FinFET. ISSCC 2020: 116-118 - [c42]Holger R. Roth, Ken Chang, Praveer Singh, Nir Neumark, Wenqi Li, Vikash Gupta, Sharut Gupta, Liangqiong Qu, Alvin Ihsani, Bernardo C. Bizzo, Yuhong Wen, Varun Buch, Meesam Shah, Felipe Kitamura, Matheus Mendonça, Vitor Lavor, Ahmed Harouni, Colin Compas, Jesse Tetreault, Prerna Dogra, Yan Cheng, Selnur Erdal, Richard D. White, Behrooz Hashemian, Thomas J. Schultz, Miao Zhang, Adam McCarthy, B. Min Yun, Elshaimaa Sharaf, Katharina Viktoria Hoebel, Jay B. Patel, Bryan Chen, Sean Ko, Evan Leibovitz, Etta D. Pisano, Laura Coombs, Daguang Xu, Keith J. Dreyer, Ittai Dayan, Ram C. Naidu, Mona Flores, Daniel L. Rubin, Jayashree Kalpathy-Cramer:
Federated Learning for Breast Density Classification: A Real-World Implementation. DART/DCL@MICCAI 2020: 181-191 - [c41]Jay B. Patel, Mishka Gidwani, Ken Chang, Jayashree Kalpathy-Cramer:
Radiomics and Radiogenomics with Deep Learning in Neuro-oncology. MLCN/RNO-AI@MICCAI 2020: 199-211 - [c40]Katharina Hoebel, Vincent Andrearczyk, Andrew Beers, Jay B. Patel, Ken Chang, Adrien Depeursinge, Henning Müller, Jayashree Kalpathy-Cramer:
An exploration of uncertainty information for segmentation quality assessment. Medical Imaging: Image Processing 2020: 113131K - [i15]Nishanth Thumbavanam Arun, Nathan Gaw, Praveer Singh, Ken Chang, Katharina Viktoria Hoebel, Jay B. Patel, Mishka Gidwani, Jayashree Kalpathy-Cramer:
Assessing the validity of saliency maps for abnormality localization in medical imaging. CoRR abs/2006.00063 (2020) - [i14]Nishanth Thumbavanam Arun, Nathan Gaw, Praveer Singh, Ken Chang, Mehak Aggarwal, Bryan Chen, Katharina Hoebel, Sharut Gupta, Jay B. Patel, Mishka Gidwani, Julius Adebayo, Matthew D. Li, Jayashree Kalpathy-Cramer:
Assessing the (Un)Trustworthiness of Saliency Maps for Localizing Abnormalities in Medical Imaging. CoRR abs/2008.02766 (2020) - [i13]Holger R. Roth, Ken Chang, Praveer Singh, Nir Neumark, Wenqi Li, Vikash Gupta, Sharut Gupta, Liangqiong Qu, Alvin Ihsani, Bernardo C. Bizzo, Yuhong Wen, Varun Buch, Meesam Shah, Felipe Kitamura, Matheus Mendonça, Vitor Lavor, Ahmed Harouni, Colin Compas, Jesse Tetreault, Prerna Dogra, Yan Cheng, Selnur Erdal, Richard D. White, Behrooz Hashemian, Thomas J. Schultz, Miao Zhang, Adam McCarthy, B. Min Yun, Elshaimaa Sharaf, Katharina Viktoria Hoebel, Jay B. Patel, Bryan Chen, Sean Ko, Evan Leibovitz, Etta D. Pisano, Laura Coombs, Daguang Xu, Keith J. Dreyer, Ittai Dayan, Ram C. Naidu, Mona Flores, Daniel L. Rubin, Jayashree Kalpathy-Cramer:
Federated Learning for Breast Density Classification: A Real-World Implementation. CoRR abs/2009.01871 (2020) - [i12]Mehak Aggarwal, Nishanth Thumbavanam Arun, Sharut Gupta, Ashwin Vaswani, Bryan Chen, Matthew D. Li, Ken Chang, Jay B. Patel, Katherine Höbel, Mishka Gidwani, Jayashree Kalpathy-Cramer, Praveer Singh:
Towards Trainable Saliency Maps in Medical Imaging. CoRR abs/2011.07482 (2020) - [i11]Sharut Gupta, Praveer Singh, Ken Chang, Mehak Aggarwal, Nishanth Thumbavanam Arun, Liangqiong Qu, Katharina Hoebel, Jay B. Patel, Mishka Gidwani, Ashwin Vaswani, Daniel L. Rubin, Jayashree Kalpathy-Cramer:
The unreasonable effectiveness of Batch-Norm statistics in addressing catastrophic forgetting across medical institutions. CoRR abs/2011.08096 (2020)
2010 – 2019
- 2019
- [j19]Parag Upadhyaya, Chi Fung Poon, Siok-Wei Lim, Junho Cho, Arianne Roldan, Wenfeng Zhang, Jin Namkoong, Toan Pham, Bruce Xu, Winson Lin, Hongtao Zhang, Nakul Narang, Kee Hian Tan, Geoff Zhang, Yohan Frans, Ken Chang:
A Fully Adaptive 19-58-Gb/s PAM-4 and 9.5-29-Gb/s NRZ Wireline Transceiver With Configurable ADC in 16-nm FinFET. IEEE J. Solid State Circuits 54(1): 18-28 (2019) - [j18]Ken Chang, Ken Takeuchi:
Introduction to the Special Issue on the 2018 Symposium on VLSI Circuits. IEEE J. Solid State Circuits 54(4): 911-913 (2019) - [c39]Marc Erett, Declan Carey, Ronan Casey, James Hudner, Kevin Geary, Ted Lee, Mayank Raj, Hongtao Zhang, Arianne Roldan, Hongyuan Zhao, Ping-Chuan Chiang, Haibing Zhao, Nakul Narang, Pedro Neto, Bruce Xu, Winson Lin, Kee Hian Tan, Yohan Frans, Ken Chang:
A 2.25pJ/bit Multi-lane Transceiver for Short Reach Intra-package and Inter-package Communication in 16nm FinFET. CICC 2019: 1-8 - [c38]Mayank Raj, Yohan Frans, Sai Lalith Chaitanya Ambatipudi, David Mahashin, Peter De Heyn, Sadhishkumar Balakrishnan, Joris Van Campenhout, Jimmy Grayson, Marc Epitaux, Ken Chang:
A 50Gb/s Hybrid Integrated Si-Photonic Optical Link in 16nm FinFET. VLSI Circuits 2019: 190- - [i10]Vivek Sharma, Praneeth Vepakomma, Tristan Swedish, Ken Chang, Jayashree Kalpathy-Cramer, Ramesh Raskar:
ExpertMatcher: Automating ML Model Selection for Users in Resource Constrained Countries. CoRR abs/1910.02312 (2019) - [i9]Vivek Sharma, Praneeth Vepakomma, Tristan Swedish, Ken Chang, Jayashree Kalpathy-Cramer, Ramesh Raskar:
ExpertMatcher: Automating ML Model Selection for Clients using Hidden Representations. CoRR abs/1910.03731 (2019) - [i8]Katharina Hoebel, Ken Chang, Jay B. Patel, Praveer Singh, Jayashree Kalpathy-Cramer:
Give me (un)certainty - An exploration of parameters that affect segmentation uncertainty. CoRR abs/1911.06357 (2019) - [i7]Maarten G. Poirot, Praneeth Vepakomma, Ken Chang, Jayashree Kalpathy-Cramer, Rajiv Gupta, Ramesh Raskar:
Split Learning for collaborative deep learning in healthcare. CoRR abs/1912.12115 (2019) - 2018
- [j17]Ken Chang, Niranjan Balachandar, Carson K. Lam, Darvin Yi, James M. Brown, Andrew Beers, Bruce R. Rosen, Daniel L. Rubin, Jayashree Kalpathy-Cramer:
Distributed deep learning networks among institutions for medical imaging. J. Am. Medical Informatics Assoc. 25(8): 945-954 (2018) - [j16]Makoto Ikeda, Ken Chang:
Introduction to the Special Issue on the 2017 Symposium on VLSI Circuits. IEEE J. Solid State Circuits 53(4): 965-967 (2018) - [j15]Viviana Siless, Ken Chang, Bruce Fischl, Anastasia Yendiki:
AnatomiCuts: Hierarchical clustering of tractography streamlines based on anatomical similarity. NeuroImage 166: 32-45 (2018) - [c37]Kevin Zheng, Yohan Frans, Ken Chang, Boris Murmann:
A 56 Gb/s 6 mW 300 um2 inverter-based CTLE for short-reach PAM2 applications in 16 nm CMOS. CICC 2018: 1-4 - [c36]Parag Upadhyaya, Chi Fung Poon, Siok-Wei Lim, Junho Cho, Arianne Roldan, Wenfeng Zhang, Jin Namkoong, Toan Pham, Bruce Xu, Winson Lin, Hongtao Zhang, Nakul Narang, Kee Hian Tan, Geoff Zhang, Yohan Frans, Ken Chang:
A fully adaptive 19-to-56Gb/s PAM-4 wireline transceiver with a configurable ADC in 16nm FinFET. ISSCC 2018: 108-110 - [c35]Marc Erett, Declan Carey, James Hudner, Ronan Casey, Kevin Geary, Pedro Neto, Mayank Raj, Scott McLeod, Hongtao Zhang, Arianne Roldan, Hongyuan Zhao, Ping-Chuan Chiang, Haibing Zhao, Kee Hian Tan, Yohan Frans, Ken Chang:
A 126mW 56Gb/s NRZ wireline transceiver for synchronous short-reach applications in 16nm FinFET. ISSCC 2018: 274-276 - [c34]Didem Turker, Ade Bekele, Parag Upadhyaya, Bob Verbruggen, Ying Cao, Shaojun Ma, Christophe Erdmann, Brendan Farley, Yohan Frans, Ken Chang:
A 7.4-to-14GHz PLL with 54fsrms jitter in 16nm FinFET for integrated RF-data-converter SoCs. ISSCC 2018: 378-380 - [c33]Stanley Chen, Lei Zhou, Ian Zhuang, Jay Im, Didem Turkur Melek, Jinyung Namkoong, Mayank Raj, Jaewook Shin, Yohan Frans, Ken Chang:
A 4-to-16GHz inverter-based injection-locked quadrature clock generator with phase interpolators for multi-standard I/Os in 7nm FinFET. ISSCC 2018: 390-392 - [c32]Andrew Beers, Ken Chang, James M. Brown, Elizabeth R. Gerstner, Bruce R. Rosen, Jayashree Kalpathy-Cramer:
Sequential neural networks for biologically-informed glioma segmentation. Medical Imaging: Image Processing 2018: 1057433 - [c31]Kee Hian Tan, Ping-Chuan Chiang, Yipeng Wang, Haibing Zhao, Arianne Roldan, Hongyuan Zhao, Nakul Narang, Siok-Wei Lim, Declan Carey, Sai Lalith Chaitanya Ambatipudi, Parag Upadhyaya, Yohan Frans, Ken Chang:
A 112-GB/S PAM4 Transmitter in 16NM FinFET. VLSI Circuits 2018: 45-46 - [c30]James Hudner, Declan Carey, Ronan Casey, Kay Hearne, Pedro Wilson de Abreu Farias Neto, Ilias Chlis, Marc Erett, Chi Fung Poon, Asma Laraba, Hongtao Zhang, Sai Lalith Chaitanya Ambatipudi, David Mahashin, Parag Upadhyaya, Yohan Frans, Ken Chang:
A 112GB/S PAM4 Wireline Receiver Using a 64-Way Time-Interleaved SAR ADC in 16NM FinFET. VLSI Circuits 2018: 47-48 - [c29]Jay Im, Stanley Chen, Dave Freitas, Adam Chou, Lei Zhou, Ian Zhuang, Tim Cronin, David Mahashin, Winson Lin, Kok Lim Chan, Hongyuan Zhao, Kee Hian Tan, Ade Bekele, Didem Turker, Parag Upadhyaya, Yohan Frans, Ken Chang:
A 0.5-28GB/S Wireline Tranceiver with 15-Tap DFE and Fast-Locking Digital CDR in 7NM FinFET. VLSI Circuits 2018: 145-146 - [c28]Kevin Zheng, Yohan Frans, Sai Lalith Ambatipudi, Santiago Asuncion, Hari Teja Reddy, Ken Chang, Boris Murmann:
An Inverter-Based Analog Front End for a 56 GB/S PAM4 Wireline Transceiver in 16NMCMOS. VLSI Circuits 2018: 269-270 - [i6]Andrew Beers, James M. Brown, Ken Chang, J. Peter Campbell, Susan Ostmo, Michael F. Chiang, Jayashree Kalpathy-Cramer:
High-resolution medical image synthesis using progressively grown generative adversarial networks. CoRR abs/1805.03144 (2018) - [i5]Andrew Beers, James M. Brown, Ken Chang, Katharina Hoebel, Elizabeth R. Gerstner, Bruce R. Rosen, Jayashree Kalpathy-Cramer:
DeepNeuro: an open-source deep learning toolbox for neuroimaging. CoRR abs/1808.04589 (2018) - [i4]Szu-Yeu Hu, Andrew Beers, Ken Chang, Kathi Höbel, J. Peter Campbell, Deniz Erdogmus, Stratis Ioannidis, Jennifer G. Dy, Michael F. Chiang, Jayashree Kalpathy-Cramer, James M. Brown:
Deep feature transfer between localization and segmentation tasks. CoRR abs/1811.02539 (2018) - [i3]Bruno Lecouat, Ken Chang, Chuan-Sheng Foo, Balagopal Unnikrishnan, James M. Brown, Houssam Zenati, Andrew Beers, Vijay Chandrasekhar, Jayashree Kalpathy-Cramer, Pavitra Krishnaswamy:
Semi-Supervised Deep Learning for Abnormality Classification in Retinal Images. CoRR abs/1812.07832 (2018) - 2017
- [j14]Yohan Frans, Jaewook Shin, Lei Zhou, Parag Upadhyaya, Jay Im, Vassili Kireev, Mohamed Elzeftawi, Hiva Hedayati, Toan Pham, Santiago Asuncion, Chris Borrelli, Geoff Zhang, Hongtao Zhang, Ken Chang:
A 56-Gb/s PAM4 Wireline Transceiver Using a 32-Way Time-Interleaved SAR ADC in 16-nm FinFET. IEEE J. Solid State Circuits 52(4): 1101-1110 (2017) - [j13]Marc Erett, James Hudner, Declan Carey, Ronan Casey, Kevin Geary, Kay Hearne, Pedro Neto, Thomas Mallard, Vikas Sooden, Mark Smyth, Yohan Frans, Jay Im, Parag Upadhyaya, Wenfeng Zhang, Winson Lin, Bruce Xu, Ken Chang:
A 0.5-16.3 Gbps Multi-Standard Serial Transceiver With 219 mW/Channel in 16-nm FinFET. IEEE J. Solid State Circuits 52(7): 1783-1797 (2017) - [j12]Kok Lim Chan, Kee Hian Tan, Yohan Frans, Jay Im, Parag Upadhyaya, Siok-Wei Lim, Arianne Roldan, Nakul Narang, Chin Yang Koay, Hongyuan Zhao, Ping-Chuan Chiang, Ken Chang:
A 32.75-Gb/s Voltage-Mode Transmitter With Three-Tap FFE in 16-nm CMOS. IEEE J. Solid State Circuits 52(10): 2663-2678 (2017) - [j11]Jay Im, Dave Freitas, Arianne Roldan, Ronan Casey, Stanley Chen, Adam Chou, Tim Cronin, Kevin Geary, Scott McLeod, Lei Zhou, Ian Zhuang, Jaeduk Han, Sen Lin, Parag Upadhyaya, Geoff Zhang, Yohan Frans, Ken Chang:
A 40-to-56 Gb/s PAM-4 Receiver With Ten-Tap Direct Decision-Feedback Equalization in 16-nm FinFET. IEEE J. Solid State Circuits 52(12): 3486-3502 (2017) - [c27]Jay Im, Dave Freitas, Arianne Roldan, Ronan Casey, Stanley Chen, Adam Chou, Tim Cronin, Kevin Geary, Scott McLeod, Lei Zhou, Ian Zhuang, Jaeduk Han, Sen Lin, Parag Upadhyaya, Geoff Zhang, Yohan Frans, Ken Chang:
6.3 A 40-to-56Gb/s PAM-4 receiver with 10-tap direct decision-feedback equalization in 16nm FinFET. ISSCC 2017: 114-115 - [i2]Andrew Beers, Ken Chang, James M. Brown, Emmett Sartor, C. P. Mammen, Elizabeth R. Gerstner, Bruce R. Rosen, Jayashree Kalpathy-Cramer:
Sequential 3D U-Nets for Biologically-Informed Brain Tumor Segmentation. CoRR abs/1709.02967 (2017) - [i1]Ken Chang, Niranjan Balachandar, Carson K. Lam, Darvin Yi, James M. Brown, Andrew Beers, Bruce R. Rosen, Daniel L. Rubin, Jayashree Kalpathy-Cramer:
Institutionally Distributed Deep Learning Networks. CoRR abs/1709.05929 (2017) - 2016
- [j10]Yohan Frans, Scott McLeod, Hiva Hedayati, Mohamed Elzeftawi, Jin Namkoong, Winson Lin, Jay Im, Parag Upadhyaya, Ken Chang:
A 40-to-64 Gb/s NRZ Transmitter With Supply-Regulated Front-End in 16 nm FinFET. IEEE J. Solid State Circuits 51(12): 3167-3177 (2016) - [c26]Kok Lim Chan, Kee Hian Tan, Yohan Frans, Jay Im, Parag Upadhyaya, Siok-Wei Lim, Arianne Roldan, Nakul Narang, Chin Yang Koay, Hongyuan Zhao, Ken Chang:
A 32.75-Gb/s voltage mode transmitter with 3-tap FFE in 16nm CMOS. A-SSCC 2016: 233-236 - [c25]Marc Erett, James Hudner, Declan Carey, Ronan Casey, Kevin Geary, Kay Hearne, Pedro Neto, Thomas Mallard, Vikas Sooden, Mark Smyth, Yohan Frans, Jay Im, Parag Upadhyaya, Wenfeng Zhang, Winson Lin, Bruce Xu, Ken Chang:
A 0.5-16.3Gbps multi-standard serial transceiver with 219mW/channel in 16nm FinFET. ESSCIRC 2016: 297-300 - [c24]Yohan Frans, Scott McLeod, Hiva Hedayati, Mohamed Elzeftawi, Jin Namkoong, Winson Lin, Jay Im, Parag Upadhyaya, Ken Chang:
3.7 A 40-to-64Gb/s NRZ transmitter with supply-regulated front-end in 16nm FinFET. ISSCC 2016: 68-70 - [c23]Ahmed Elkholy, Ahmed Elmallah, Mohamed Elzeftawi, Ken Chang, Pavan Kumar Hanumolu:
10.6 A 6.75-to-8.25GHz, 250fsrms-integrated-jitter 3.25mW rapid on/off PVT-insensitive fractional-N injection-locked clock multiplier in 65nm CMOS. ISSCC 2016: 192-193 - [c22]Viviana Siless, Ken Chang, Bruce Fischl, Anastasia Yendiki:
Hierarchical Clustering of Tractography Streamlines Based on Anatomical Similarity. MICCAI (1) 2016: 184-191 - [c21]Yohan Frans, Mohamed Elzeftawi, Hiva Hedayati, Jay Im, Vassili Kireev, Toan Pham, Jaewook Shin, Parag Upadhyaya, Lei Zhou, Santiago Asuncion, Chris Borrelli, Geoff Zhang, Hongtao Zhang, Ken Chang:
A 56Gb/s PAM4 wireline transceiver using a 32-way time-interleaved SAR ADC in 16nm FinFET. VLSI Circuits 2016: 1-2 - [c20]Mayank Raj, Parag Upadhyaya, Yohan Frans, Ken Chang:
A 7-to-18.3GHz compact transformer based VCO in 16nm FinFET. VLSI Circuits 2016: 1-2 - [c19]Parag Upadhyaya, Ade Bekele, Didem Turkur Melek, Haibing Zhao, Jay Im, Junho Cho, Kee Hian Tan, Scott McLeod, Stanley Chen, Wenfeng Zhang, Yohan Frans, Ken Chang:
A fully-adaptive wideband 0.5-32.75Gb/s FPGA transceiver in 16nm FinFET CMOS technology. VLSI Circuits 2016: 1-2 - 2015
- [j9]Yohan Frans, Declan Carey, Marc Erett, Hesam Amir Aslanzadeh, Wayne Y. Fang, Didem Turker, Anup P. Jose, Adebabay Bekele, Jay Im, Parag Upadhyaya, Zhaoyin Daniel Wu, Kenny C.-H. Hsieh, Jafar Savoj, Ken Chang:
A 0.5-16.3 Gb/s Fully Adaptive Flexible-Reach Transceiver for FPGA in 20 nm CMOS. IEEE J. Solid State Circuits 50(8): 1932-1944 (2015) - [c18]Ken Chang, Frank O'Mahony, Elad Alon, Hyeon-Min Bae, Nicola Da Dalt, Eric Fluhr:
F6: I/O design at 25Gb/s and beyond: Enabling the future communication infrastructure for big data. ISSCC 2015: 1-2 - [c17]Parag Upadhyaya, Jafar Savoj, Fu-Tai An, Ade Bekele, Anup P. Jose, Bruce Xu, Zhaoyin Daniel Wu, Didem Turker, Hesam Amir Aslanzadeh, Hiva Hedayati, Jay Im, Siok-Wei Lim, Stanley Chen, Toan Pham, Yohan Frans, Ken Chang:
3.3 A 0.5-to-32.75Gb/s flexible-reach wireline transceiver in 20nm CMOS. ISSCC 2015: 1-3 - [c16]Ken Chang, Shunichi Kaeriyama:
Session 3 overview: Ultra-high-speed wireline transceivers and energy-efficient links: Wireline subcommittee. ISSCC 2015: 50-51 - 2014
- [c15]Jafar Savoj, Hesam Amir Aslanzadeh, Declan Carey, Marc Erett, Wayne Fang, Yohan Frans, Kenny C.-H. Hsieh, Jay Im, Anup P. Jose, Didem Turker, Parag Upadhyaya, Zhaoyin Daniel Wu, Ken Chang:
Wideband flexible-reach techniques for a 0.5-16.3Gb/s fully-adaptive transceiver in 20nm CMOS. CICC 2014: 1-4 - [c14]Jun-Chau Chien, Parag Upadhyaya, Howard Jung, Stanley Chen, Wayne Fang, Ali M. Niknejad, Jafar Savoj, Ken Chang:
2.8 A pulse-position-modulation phase-noise-reduction technique for a 2-to-16GHz injection-locked ring oscillator in 20nm CMOS. ISSCC 2014: 52-53 - [c13]Frank O'Mahony, Nicola Da Dalt, Ken Chang, Hisakatsu Yamaguchi, Chulwoo Kim, Elad Alon:
F6: Energy-efficient I/O design for next-generation systems. ISSCC 2014: 520-521 - 2013
- [j8]Kambiz Kaviani, Amir Amirkhany, Charlie Huang, Phuong Le, Wendemagegnehu T. Beyene, Chris J. Madden, Keisuke Saito, Koji Sano, Vinod Inipodu Murugan, Kun-Yung Ken Chang, Xingchao Chuck Yuan:
A 0.4-mW/Gb/s Near-Ground Receiver Front-End With Replica Transconductance Termination Calibration for a 16-Gb/s Source-Series Terminated Transceiver. IEEE J. Solid State Circuits 48(3): 636-648 (2013) - [j7]Jafar Savoj, Kenny C.-H. Hsieh, Fu-Tai An, J. Gong, Jay Im, Xuewen Jiang, Anup P. Jose, Vassili Kireev, Siok-Wei Lim, Arianne Roldan, D. Z. Turker, Parag Upadhyaya, Zhaoyin Daniel Wu, Ken Chang:
A Low-Power 0.5-6.6 Gb/s Wireline Transceiver Embedded in Low-Cost 28 nm FPGAs. IEEE J. Solid State Circuits 48(11): 2582-2594 (2013) - [c12]Ken Chang, Hisakatsu Yamaguchi:
Session 2 overview: Ultra-high-speed transceivers and equalizers. ISSCC 2013: 26-27 - [c11]Leland Chang, Shannon Morton, Ken Chang, Jin-Man Han, Piero Malcovati, Vladimir Stojanovic:
F2: VLSI power-management techniques: Principles and applications. ISSCC 2013: 502-503 - 2012
- [j6]Amir Amirkhany, Jason Wei, Navin K. Mishra, Jie Shen, Wendemagegnehu T. Beyene, Catherine Chen, T. J. Chin, Deborah Dressler, Charlie Huang, Vijay P. Gadde, Mohammad Hekmat, Kambiz Kaviani, Hai Lan, Phuong Le, Mahabaleshwara, Chris J. Madden, Sanku Mukherjee, Leneesh Raghavan, Keisuke Saito, Dave Secker, Arul Sendhil, Ralf Schmitt, H. Md. Shuaeb Fazeel, Gundlapalli Shanmukha Srinivas, Ting Wu, Chanh Tran, Arun Vaidyanath, Kapil Vyas, Ling Yang, Manish Jain, Kun-Yung Ken Chang, Xingchao Yuan:
A 12.8-Gb/s/link Tri-Modal Single-Ended Memory Interface. IEEE J. Solid State Circuits 47(4): 911-925 (2012) - [j5]Kambiz Kaviani, Ting Wu, Jason Wei, Amir Amirkhany, Jie Shen, T. J. Chin, Chintan Thakkar, Wendemagegnehu T. Beyene, Norman Chan, Catherine Chen, Bing Ren Chuang, Deborah Dressler, Vijay P. Gadde, Mohammad Hekmat, Eugene Ho, Charlie Huang, Phuong Le, Mahabaleshwara, Chris J. Madden, Navin K. Mishra, Leneesh Raghavan, Keisuke Saito, Ralf Schmitt, Dave Secker, Xudong Shi, H. Md. Shuaeb Fazeel, Gundlapalli Shanmukha Srinivas, Steve Zhang, Chanh Tran, Arun Vaidyanath, Kapil Vyas, Manish Jain, Kun-Yung Ken Chang, Xingchao Yuan:
A Tri-Modal 20-Gbps/Link Differential/DDR3/GDDR5 Memory Interface. IEEE J. Solid State Circuits 47(4): 926-937 (2012) - [j4]Amir Amirkhany, Kambiz Kaviani, Ali-Azam Abbasfar, H. Md. Shuaeb Fazeel, Wendemagegnehu T. Beyene, Chikara Hoshino, Chris J. Madden, Ken Chang, Chuck Yuan:
A 4.1-pJ/b, 16-Gb/s Coded Differential Bidirectional Parallel Electrical Link. IEEE J. Solid State Circuits 47(12): 3208-3219 (2012) - [c10]Jafar Savoj, Kenny C.-H. Hsieh, Parag Upadhyaya, Fu-Tai An, Jay Im, Xuewen Jiang, Jalil Kamali, Kang Wei Lai, Zhaoyin Daniel Wu, Elad Alon, Ken Chang:
Design of high-speed wireline transceivers for backplane communications in 28nm CMOS. CICC 2012: 1-4 - [c9]Kambiz Kaviani, Amir Amirkhany, Charlie Huang, Phuong Le, Chris J. Madden, Keisuke Saito, Koji Sano, Vinod Murugan, Wendemagegnehu T. Beyene, Ken Chang, Chuck Yuan:
A 0.4mW/Gb/s 16Gb/s near-ground receiver front-end with replica transconductance termination calibration. ISSCC 2012: 132-134 - [c8]Amir Amirkhany, Kambiz Kaviani, Ali-Azam Abbasfar, H. Md. Shuaeb Fazeel, Wendemagegnehu T. Beyene, Chikara Hoshino, Chris J. Madden, Ken Chang, Chuck Yuan:
A 4.1pJ/b 16Gb/s coded differential bidirectional parallel electrical link. ISSCC 2012: 138-140 - [c7]Ken Chang, SeongHwan Cho:
Session 19 overview: 20+ Gb/s wireline transceivers and injection-locked clocking: Wireline subcommittee. ISSCC 2012: 322-323 - [c6]