Artificial Intelligence in Radiology

A Hosny, C Parmar, J Quackenbush, LZ Schwartz & HJWL Aerts

Nature Reviews Cancer 2018

From Improved Diagnostics to Presurgical Planning: High Resolution Functionally Graded Multi-material 3D Printing of Biomedical Tomographic Datasets

A Hosny, S Keating, JD Dilley, B Ripley, T Kelil, S Pieper, D Kolb, C Bader, AM Pobloth, M Griffin, R Nezafat, G Duda, EA Chiocca, JR Stone, JS Michaelson, MN Dean, N Oxman & JC Weaver

3D Printing & Additive Manufacturing 2018

Making Data Matter: Voxel Printing for the Digital Fabrication of Data across Scales and Domains

C Bader, D Kolb, JC Weaver, S Sharma, A Hosny, J Costa & N Oxman

Science Advances 2018

Data Analysis Strategies in Medical Imaging

C Parmar, JD Barry, A Hosny, J Quackenbush & HJWL Aerts

Clinical Cancer Research 2018

The Dataset Nutrition Label: A Framework to Drive Higher Data Quality Standards

A Hosny, S Holland​, S Newman, J Joseph​ & K Chmielinski​

Arxiv Preprint 2018

A Novel Mixed Reality Navigation for Laparoscopic Surgery

J Jayender, B Xavier, F King, A Hosny, D Black, S Pieper & A Tavakkoli

Medical Image Computing & Computer Assisted Intervention (MICCAI) 2018

3D Printing and Intraoperative Neuronavigation Tailoring for Skull Base Reconstruction after Extended Endoscopic Endonasal Surgery

WI Essayed, P Unadkat, A Hosny, S Frisken, MS Rassi, S Mukundan Jr, JC Weaver, O Al-Mefty, AJ Golby & IF Dunn

Journal of Neurological Surgery 2018

Computational Radiomics System to Decode the Radiographic Phenotype

JJM van Griethuysen, A Fedorov, C Parmar, A Hosny, N Aucoin, V Narayan, RGH Beets-Tan, JC Fillion-Robin, S Pieper & HJWL Aerts

Cancer Research 2017

Unlocking Vendor-Specific Tags: Three-Dimensional Printing of Echocardiography Data Sets

A Hosny, T Shen, A Kuo, D Long, M Andrawes & JD Dilley

The Journal of thoracic and cardiovascular surgery 2017

Use of a 3D-Printed Abdominal Compression Device to Facilitate CT Fluoroscopy-Guided Percutaneous Interventions

Y Epelboym, PB Shyn, A Hosny, T Kelil, JFB Chick, NR Chauhan, B Ripley, RD Nawfel & FJ Scholz

American Journal of Roentgenology 2017

Mechanical Behavior of Idealized, Stingray-Skeleton-Inspired Tiled Composites as a Function of Geometry and Material Properties

AK Jayasankar, R Seidel, J Naumann, L Guiducci, A Hosny, P Fratzl, JC Weaver, JWC Dunlop & MN Dean

Journal of the Mechanical Behavior of Biomedical Materials 2017

Material Analytics: Knowledge from Mechanical Behaviour Data

A Hosny

Master of Design Studies Thesis - Harvard Graduate School of Design 2015

Voxel Beam

A Hosny, N Jacobson & Z Seibold

Emerging Experience in Past, Present and Future of Digital Architecture, Proceedings of the 20th International Conference of the Association for Computer-Aided Architectural Design Research in Asia CAADRIA 2015

Robotic Bead Rolling

J Friedman, A Hosny & A Lee

Robotic Fabrication in Architecture, Art and Design 2014

Deep Learning for Automated Quantification of Radiographic Tumor Phenotypes

A Hosny, C Parmar, T Coroller, P Grossmann, R Zeleznik, A Kumar, J Bussink, RJ Gillies, RH Mak & HJWL Aerts

Under Review 2018

Non-invasive Tracking of Lung Cancer Treatment Response Using Deep Learning-based Longitudinal Image Analysis

Y Xu, A Hosny, R Zeleznik, C Parmar, T Coroller, I Franko, RH Mak & HJWL Aerts

Under Review 2018

Pre-procedural Fit-testing of TAVR Valves Using Parametric Modeling and 3D Printing

A Hosny, J Dilley, T Kelil, M Mathur, M Dean, JC Weaver, B Ripley

Under Review 2018

Artificial Intelligence in Cancer Imaging: Clinical Challenges and Applications.

WL Bi, A Hosny, MB Schabath, NJ Birkbak, A Mehrtash, ML Giger, T Allison, O Arnaout, C Abbosh, IF Dunn, RH Mak, RM Tamimi, CM Tempany, C Swanton, U Hoffmann, LH Schwartz, RJ Gillies, R Huang & HJWL Aerts

Under Review 2018

Deep Learning Predicts Long-term Mortality from Chest Radiograph

MT Lu, A Ivanov, T Mayrhofer, A Hosny, HJWL Aerts & U Hoffmann

Under Review 2018

Deep Learning for Automated Quantification of Tumor Phenotypes

A Hosny, T Coroller, P Grossmann, C Parmar, R Zeleznik, A Kumar, J Bussink, RJ Gillies, RH Mak & HJWL Aerts

American Association of Physicists in Medicine (AAPM) Annual Meeting 2018

Tracking Imaging Phenotypes with Deep Learning for Survival and Treatment Response Prediction

Y Xu, A Hosny, T Coroller, R Zeleznik, RH Mak & HJWL Aerts

American Association of Physicists in Medicine (AAPM) Annual Meeting 2018

Biological and Bio-inspired Flexible Armor Based on Chiton’s Girdle Scales

L Li, M Connors, A Hosny, D Earnisse, M Dean, JC Weaver & C Ortiz

The Minerals, Metals, and Materials Society (TMS) Annual Meeting & Exhibition 2017

Bricks and Anchors: Strategies for Load Bearing and Muscle Attachment in the Cartilage Skeletons of Sharks and Rays

MN Dean, A Hosny, D Knoetel, R Seidel, AM Luger, D Wainwright, M Blumer & D Baum

The Society for Integrative and Comparative Biology (SICB) Annual Meeting 2017

CellExpress: On-Demand Web-Based Cell Microscopy Image Analysis

A Hosny, S Pieper & S Baumann

Society of Biomolecular Imaging & Informatics - High Content 3rd Annual Conference 2016

Biological Strategies for Fatigue and Wear Avoidance: Lessons from Stingray Skeletons and Teeth

MN Dean, A Hosny, R Seidel & D Baum

3rd International Conference on BioTribology 2016 & Tomography for Scientific Advancement symposium (ToScA) 2016

Understanding the Tiling Rules of the Tessellated Mineralized Endoskeleton of Sharks and Rays

D Knötel, R Seidel, A Hosny, JC Weaver, D Baum & MN Dean

Euro Bio-inspired Materials 2016

Mechanical Behavior of Bioinspired Tiled Composites as a Function of Geometry and Material Properties

AK Jayasankar, L Guiducci, A Hosny, R Seidel, P Fratzl, J Dunlop, JC Weaver & MN Dean

Euro Bio-inspired Materials 2016

Three-Dimensional Printing of an Abdominal Compression Device to Facilitate CT-Fluoroscopy-Guided Interventional Procedures

Y Epelboym, P Shyn, T Kelil, J Chick, N Chauhan, B Ripley, A Hosny & F Scholz

Journal of Vascular and Interventional Radiology 2015

Nature’s Puncture Resistant Flexible Composites: Design Lessons from Shark Skeletons

R Seidel, AM Luger, D Knoetel, M Schotte, D Baum, M Blumer, L Li, A Hosny, JC Weaver & MN Dean

HFSP Annual Awardees Meeting 2015

Robotic Bead Rolling

J Friedman, A Hosny & A Lee

Projects of the 34th ACADIA Annual Conference 2014

Convolutional Neural Networks
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slides

Certificate Series Session 3: Convolutional Neural Networks
Self Assessment Modules (SAM) Joint Imaging-Therapy Scientific Symposium
American Association of Physicists in Medicine (AAPM) Annual Meeting. Nashville, 1 August 2018

Deep Learning Intuition
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slides

Certificate Series Session 2: Machine Learning for Radiomics
Self Assessment Modules (SAM) Joint Imaging-Therapy Scientific Symposium
American Association of Physicists in Medicine (AAPM) Annual Meeting. Nashville, 1 August 2018

Deep Learning for Automated Quantification of Tumor Phenotypes
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slides

Computed Tomography II - Imaging Scientific Session
American Association of Physicists in Medicine (AAPM) Annual Meeting. Nashville, 1 August 2018

Modelhub: Plug & Predict Solutions for Reproducible AI Research
slides

National Cancer Institute (NCI) Containers and Workflows Interest Group Seminar. Boston, 13 July 2018

Deep Learning Opportunities in Cancer Imaging
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slides
video

ReWork Deep Learning in Healthcare Summit. Boston, 24-25 May 2018

From physical to digital and back: How 3D modeling and additive manufacturing reveal nature's design rules
page

International Congress of Vertebrate Morphology. Washington DC, 29 June – 3 July 2016

Methodology and Aparatus for Simulation of Medical Devices

A Hosny, B Ripley, T Kelil, J Dilley & J Weaver

International Application No. PCT/US2017/060523, filed August 11, 2017
U.S. Provisional Pat. Ser. No. 62/419268, filed November 8, 2016

Flexible Scaled Protective Systems

L Li, A Hosny, M Connors & C Ortiz

U.S. Provisional Pat. Ser. No. 62/357580, filed July 1, 2016