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Faisal M. Khan
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Journal Articles
- 2022
- [j2]Long Luu
, Arvind Pillai
, Halsey Lea, Rubén Buendía, Faisal M. Khan
, Glynn Dennis:
Accurate Step Count with Generalized and Personalized Deep Learning on Accelerometer Data. Sensors 22(11): 3989 (2022) - 2011
- [j1]Faisal M. Khan, Qiuhua Liu:
Medical Survival Analysis Through Transduction of Semi-Supervised Regression Targets. Int. J. Knowl. Discov. Bioinform. 2(3): 52-65 (2011)
Conference and Workshop Papers
- 2021
- [c25]Long Luu, Arvind Pillai
, Halsey Lea, Rubén Buendía, Faisal M. Khan, Glynn Dennis:
Accurate Step Count With Generalizable Deep Learning on Accelerometer Data. DASC/PiCom/CBDCom/CyberSciTech 2021: 192-196 - [c24]Rubén Buendía, Jesper Havsol, Viktor Lundberg, Kevin Sooben, Magnus Jörnten-Karlsson, Elisabeth Nyman, Faisal M. Khan, Glynn Dennis:
Analysis of Use and Outcomes of the Balance Digital Disease Management Tool for Patients with Type 2 Diabetes. EMBC 2021: 1372-1375 - 2020
- [c23]Emmette R. Hutchison, Youyi Zhang, Sreenath Nampally, James Weatherall, Faisal M. Khan, Khader Shameer:
Uncovering Machine Learning-Ready Data from Public Clinical Trial Resources: A case-study on normalization across Aggregate Content of ClinicalTrials.gov. BIBM 2020: 2965-2967 - [c22]Rubén Buendía, Halsey Lea, Bo Zhang, Jesper Havsol, Faisal M. Khan, Henrik Sillén, Glynn Dennis:
Assessment of Objectively Measured Physical Activity as an Independent Estimator of Functional Status in Clinical Trials. EMBC 2020: 3936-3939 - 2018
- [c21]Faisal M. Khan, Richard Scott, Michael J. Donovan, Gerardo Fernandez:
Comparing Immunofluorescent versus H&E Glandular Architecture Features in Prognostic Models from Prostate Biopsies. EMBC 2018: 838-841 - [c20]Faisal M. Khan:
Interval Kernels for Combining Biometric Measurements from Multiple Prostate Samples per Patient in Prognostic Models with Transductive Semi-Supervised Support Vector Regression. EMBC 2018: 3967-3970 - 2016
- [c19]Faisal M. Khan, Casimir A. Kulikowski:
Predicting Advanced Prostate Cancer Endpoints from Early Indications via Transductive Semi-Supervised Regression. CBMS 2016: 19-23 - [c18]Faisal M. Khan, Casimir A. Kulikowski:
Impact of prostate biopsy tumor amount on imaging based prognostics employing transductive semi-supervised regression. EMBC 2016: 5604-5607 - [c17]Richard Scott, Faisal M. Khan, Jack Zeineh, Michael J. Donovan, Gerardo Fernandez:
Pathological Gleason prediction through gland ring morphometry in immunofluorescent prostate cancer images. Medical Imaging: Digital Pathology 2016: 97910V - [c16]Faisal M. Khan, Casimir A. Kulikowski:
The role of imaging based prostate biopsy morphology in a data fusion paradigm for transducing prognostic predictions. Medical Imaging: Digital Pathology 2016: 979119 - 2015
- [c15]Faisal M. Khan, Casimir A. Kulikowski:
Survival analysis via transduction for semi-supervised neural networks in medical prognosis. BIBM 2015: 433-437 - [c14]Richard Scott, Faisal M. Khan, Jack Zeineh, Michael J. Donovan, Gerardo Fernandez:
Integration of co-localized glandular morphometry and protein biomarker expression in immunofluorescent images for prostate cancer prognosis. Medical Imaging: Digital Pathology 2015: 94200E - 2014
- [c13]Faisal M. Khan, Michael Barnathan, Michael Montgomery, Stanely Myers, Lucien Cote, Sheree Loftus:
A Wearable Accelerometer System for Unobtrusive Monitoring of Parkinson's Diease Motor Symptoms. BIBE 2014: 120-125 - [c12]Richard Scott, Faisal M. Khan, Jack Zeineh, Michael J. Donovan, Gerardo Fernandez:
Gland Ring Morphometry for Prostate Cancer Prognosis in Multispectral Immunofluorescence Images. MICCAI (1) 2014: 585-592 - 2012
- [c11]Peter O. Ajemba, Richard Scott, Janakiramanan Ramachandran, Qiuhua Liu, Faisal M. Khan, Jack Zeineh, Michael J. Donovan, Gerardo Fernandez:
Iterative approach to joint segmentation of cellular structures. Medical Imaging: Image Processing 2012: 83140X - [c10]Janakiramanan Ramachandran, Richard Scott, Peter O. Ajemba, Hrishikesh Karvir, Faisal M. Khan, Jack Zeineh, Michael J. Donovan, Gerardo Fernandez:
Adaptive epithelial cytoplasm segmentation and epithelial unit separation in immunoflurorescent images. Medical Imaging: Image Processing 2012: 831427 - 2011
- [c9]Faisal M. Khan, Qiuhua Liu:
Transduction of Semi-supervised Regression Targets in Survival Analysis for Medical Prognosis. ICDM Workshops 2011: 1018-1025 - [c8]Stephen I. Fogarasi, Faisal M. Khan, Ho-Yuen Pang, Ricardo Mesa-Tejada, Michael J. Donovan, Gerardo Fernandez:
Glandular object based tumor morphometry in H&E biopsy samples for prostate cancer prognosis. Medical Imaging: Computer-Aided Diagnosis 2011: 79633F - 2010
- [c7]Valentina Bayer Zubek, Faisal M. Khan:
Aggregating Multiple Biological Measurements Per Patient. ICMLA 2010: 788-792 - [c6]Marina Sapir, Faisal M. Khan, Yevgen Vengrenyuk, Gerardo Fernandez, Ricardo Mesa-Tejada, Stefan Hamman, Mikhail Teverovskiy, Michael J. Donovan:
Improved automated localization and quantification of protein multiplexes via multispectral fluorescence imaging in heterogenous biopsy samples. ISBI 2010: 157-160 - 2009
- [c5]Ali Tabesh, Yevgen Vengrenyuk, Mikhail Teverovskiy, Faisal M. Khan, Marina Sapir, Douglas Powell, Ricardo Mesa-Tejada, Michael J. Donovan, Gerardo Fernandez:
Robust tumor morphometry in multispectral fluorescence microscopy. Medical Imaging: Computer-Aided Diagnosis 2009: 726015 - 2008
- [c4]Faisal M. Khan, Valentina Bayer Zubek:
Support Vector Regression for Censored Data (SVRc): A Novel Tool for Survival Analysis. ICDM 2008: 863-868 - [c3]Mikhail Teverovskiy, Yevgen Vengrenyuk, Ali Tabesh, Marina Sapir, Stephen Fogarasi, Ho-Yuen Pang, Faisal M. Khan, Stefan Hamann, Paola Capodieci, Mark Clayton, Robert Kim, Gerardo Fernandez, Ricardo Mesa-Tejada, Michael J. Donovan:
Automated localization and quantification of protein multiplexes via multispectral fluorescence imaging. ISBI 2008: 300-303 - 2005
- [c2]Faisal M. Khan, Mark G. Arnold, William M. Pottenger:
Hardware-based support vector machine classification in logarithmic number systems. ISCAS (5) 2005: 5154-5157 - 2004
- [c1]Faisal M. Khan, Mark G. Arnold, William M. Pottenger:
Finite Precision Analysis of Support Vector Machine Classification in Logarithmic Number Systems. DSD 2004: 254-261
Parts in Books or Collections
- 2005
- [p1]Tianhao Wu, Faisal M. Khan, Todd A. Fisher, Lori A. Shuler, William M. Pottenger:
Posting Act Tagging Using Transformation-Based Learning. Foundations of Data Mining and knowledge Discovery 2005: 319-331
Informal and Other Publications
- 2021
- [i2]Christopher Yacoumatos, Stefano Bragaglia, Anshul Kanakia, Nils Svangård, Jonathan Mangion, Claire Donoghue, James Weatherall, Faisal M. Khan, Khader Shameer:
TrialGraph: Machine Intelligence Enabled Insight from Graph Modelling of Clinical Trials. CoRR abs/2112.08211 (2021) - 2020
- [i1]Arvind Pillai, Halsey Lea, Faisal M. Khan, Glynn Dennis:
Personalized Step Counting Using Wearable Sensors: A Domain Adapted LSTM Network Approach. CoRR abs/2012.08975 (2020)
Coauthor Index
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