Simukayi Mutasa

Affiliations

Department of Radiology, Columbia University Irving Medical Center, 622 West 168th Street, PB-1-301, New York, NY, 10032, USA.

Publications (31)

Prior to Initiation of Chemotherapy, Can We Predict Breast Tumor Response? Deep Learning Convolutional Neural Networks Approach Using a Breast MRI Tumor Dataset.

Journal of digital imaging

Avec: Richard Ha , Christine Chin , Jenika Karcich , Michael Z Liu , Peter Chang , Eduardo Pascual Van Sant , Ralph T Wynn , Eileen Connolly , Sachin Jambawalikar

Exploring the use of experiential learning in promoting the integration of disaster risk reduction into primary school curriculum: A case of Botswana.

Jamba (Potchefstroom, South Africa)

Avec: Sebia Mutasa , Christo Coetzee

Predicting Breast Cancer Molecular Subtype with MRI Dataset Utilizing Convolutional Neural Network Algorithm.

Journal of digital imaging

Avec: Richard Ha , Jenika Karcich , Nishant Gupta , Eduardo Pascual Van Sant , John Nemer , Mary Sun , Peter Chang , Michael Z Liu , Sachin Jambawalikar

Prediction of Lymph Node Maximum Standardized Uptake Value in Patients With Cancer Using a 3D Convolutional Neural Network: A Proof-of-Concept Study.

AJR. American journal of roentgenology

Avec: Hiram Shaish , Jasnit Makkar , Peter Chang , Lawrence Schwartz , Firas Ahmed

Understanding artificial intelligence based radiology studies: What is overfitting?

Clinical imaging

Avec: Shawn Sun , Richard Ha

Advanced Deep Learning Techniques Applied to Automated Femoral Neck Fracture Detection and Classification.

Journal of digital imaging

Avec: Sowmya Varada , Akshay Goel , Tony T Wong , Michael J Rasiej

A novel CNN algorithm for pathological complete response prediction using an I-SPY TRIAL breast MRI database.

Magnetic resonance imaging

Avec: Michael Z Liu , Peter Chang , Maham Siddique , Sachin Jambawalikar , Richard Ha

Understanding artificial intelligence based radiology studies: CNN architecture.

Clinical imaging

Avec: Shawn Sun , Richard Ha

Clinical Artificial Intelligence Applications: Musculoskeletal.

Radiologic clinics of North America

Avec: Paul H Yi

Deep learning prediction of axillary lymph node status using ultrasound images.

Computers in biology and medicine

Avec: Shawn Sun , Michael Z Liu , John Nemer , Mary Sun , Maham Siddique , Elise Desperito , Sachin Jambawalikar , Richard S Ha

Use of a convolutional neural network-based mammographic evaluation to predict breast cancer recurrence among women with hormone receptor-positive operable breast cancer.

Breast cancer research and treatment

Avec: Julia E McGuinness , Vicky Ro , Samuel Pan , Jianhua Hu , Meghna S Trivedi , Melissa K Accordino , Kevin Kalinsky , Dawn L Hershman , Richard S Ha , Katherine D Crew

Eye Tracking for Deep Learning Segmentation Using Convolutional Neural Networks.

Journal of digital imaging

Avec: J N Stember , H Celik , E Krupinski , P D Chang , S Mutasa , B J Wood , A Lignelli , G Moonis , L H Schwartz , S Jambawalikar , U Bagci

Potential Role of Convolutional Neural Network Based Algorithm in Patient Selection for DCIS Observation Trials Using a Mammogram Dataset.

Academic radiology

Avec: Peter Chang , Eduardo P Van Sant , John Nemer , Michael Liu , Jenika Karcich , Gita Patel , Sachin Jambawalikar , Richard Ha

AI MSK clinical applications: orthopedic implants.

Skeletal radiology

Avec: Paul H Yi , Jan Fritz

Breast cancer risk prediction combining a convolutional neural network-based mammographic evaluation with clinical factors.

Breast cancer research and treatment

Avec: Alissa Michel , Vicky Ro , Julia E McGuinness , Mary Beth Terry , Parisa Tehranifar , Benjamin May , Richard Ha , Katherine D Crew

Effects of vitamin D supplementation on a deep learning-based mammographic evaluation in SWOG S0812.

JNCI cancer spectrum

Avec: Julia E McGuinness , Garnet L Anderson , Dawn L Hershman , Mary Beth Terry , Parisa Tehranifar , Danika L Lew , Monica Yee , Eric A Brown , Sebastien S Kairouz , Nafisa Kuwajerwala , Therese B Bevers , John E Doster , Corrine Zarwan , Laura Kruper , Lori M Minasian , Leslie Ford , Banu Arun , Marian L Neuhouser , Gary E Goodman , Powel H Brown , Richard Ha , Katherine D Crew

Channel width optimized neural networks for liver and vessel segmentation in liver iron quantification.

Computers in biology and medicine

Avec: Michael Liu , Rami Vanguri , Richard Ha , Yu-Cheng Liu , Terry Button , Sachin Jambawalikar

Prospective Analysis Using a Novel CNN Algorithm to Distinguish Atypical Ductal Hyperplasia From Ductal Carcinoma in Situ in Breast.

Clinical breast cancer

Avec: Peter Chang , John Nemer , Eduardo Pascual Van Sant , Mary Sun , Alison McIlvride , Maham Siddique , Richard Ha

Convolutional Neural Network Using a Breast MRI Tumor Dataset Can Predict Oncotype Dx Recurrence Score.

Journal of magnetic resonance imaging : JMRI

Avec: Richard Ha , Peter Chang , Jenika Karcich , Sarah Goodman , Elyse Blum , Kevin Kalinsky , Michael Z Liu , Sachin Jambawalikar

Gradient-Based Saliency Maps Are Not Trustworthy Visual Explanations of Automated AI Musculoskeletal Diagnoses.

Journal of imaging informatics in medicine

Avec: Kesavan Venkatesh , Fletcher Moore , Jeremias Sulam , Paul H Yi

Deep learning to detect left ventricular structural abnormalities in chest X-rays.

European heart journal

Avec: Shreyas Bhave , Victor Rodriguez , Timothy Poterucha , Dwight Aberle , Kathleen M Capaccione , Yibo Chen , Belinda Dsouza , Shifali Dumeer , Jonathan Goldstein , Aaron Hodes , Jay Leb , Matthew Lungren , Mitchell Miller , David Monoky , Benjamin Navot , Kapil Wattamwar , Anoop Wattamwar , Kevin Clerkin , David Ouyang , Euan Ashley , Veli K Topkara , Mathew Maurer , Andrew J Einstein , Nir Uriel , Shunichi Homma , Allan Schwartz , Diego Jaramillo , Adler J Perotte , Pierre Elias

Fully Automated Segmentation Algorithm for Perihematomal Edema Volumetry After Spontaneous Intracerebral Hemorrhage.

Stroke

Avec: Natasha Ironside , Ching-Jen Chen , Justin L Sim , Dale Ding , Saurabh Marfatiah , David Roh , Sugoto Mukherjee , Karen C Johnston , Andrew M Southerland , Stephan A Mayer , Angela Lignelli , Edward Sander Connolly

Convolutional Neural Network Based Breast Cancer Risk Stratification Using a Mammographic Dataset.

Academic radiology

Avec: Richard Ha , Peter Chang , Jenika Karcich , Eduardo Pascual Van Sant , Michael Z Liu , Sachin Jambawalikar

Deep Learning-Assisted Diffusion Tensor Imaging for Evaluation of the Physis and Metaphysis.

Journal of imaging informatics in medicine

Avec: Phuong T Duong , Laura Santos , Hao-Yun Hsu , Sachin Jambawalikar , Michael K Nguyen , Andressa Guariento , Diego Jaramillo

Deep Learning-Assisted Identification of Femoroacetabular Impingement (FAI) on Routine Pelvic Radiographs.

Journal of imaging informatics in medicine

Avec: Michael K Hoy , Vishal Desai , Robert C Hoy , Richard Gorniak , Jeffrey A Belair

Fully Automated Segmentation Algorithm for Hematoma Volumetric Analysis in Spontaneous Intracerebral Hemorrhage.

Stroke

Avec: Natasha Ironside , Ching-Jen Chen , Justin L Sim , Saurabh Marfatia , David Roh , Dale Ding , Stephan A Mayer , Angela Lignelli , Edward Sander Connolly

Fully Automated Convolutional Neural Network Method for Quantification of Breast MRI Fibroglandular Tissue and Background Parenchymal Enhancement.

Journal of digital imaging

Avec: Richard Ha , Peter Chang , Eralda Mema , Jenika Karcich , Ralph T Wynn , Michael Z Liu , Sachin Jambawalikar

Rethinking Greulich and Pyle: A Deep Learning Approach to Pediatric Bone Age Assessment Using Pediatric Trauma Hand Radiographs.

Radiology. Artificial intelligence

Avec: Ian Pan , Grayson L Baird , Derek Merck , Carrie Ruzal-Shapiro , David W Swenson , Rama S Ayyala

Dynamic Changes of Convolutional Neural Network-based Mammographic Breast Cancer Risk Score Among Women Undergoing Chemoprevention Treatment.

Clinical breast cancer

Avec: Haley Manley , Peter Chang , Elise Desperito , Katherine Crew , Richard Ha

Development and external validation of a prognostic tool for COVID-19 critical disease.

PloS one

Avec: Daniel S Chow , Justin Glavis-Bloom , Jennifer E Soun , Brent Weinberg , Theresa Berens Loveless , Xiaohui Xie , Edwin Monuki , Jung In Park , Daniela Bota , Jie Wu , Leslie Thompson , Bernadette Boden-Albala , Saahir Khan , Alpesh N Amin , Peter D Chang

Deciphering musculoskeletal artificial intelligence for clinical applications: how do I get started?

Skeletal radiology

Avec: Paul H Yi

Réseau de co-auteurs

Richard Ha 14 collaborations

Peter Chang 10 collaborations

Sachin Jambawalikar 10 collaborations

Michael Z Liu 7 collaborations

Jenika Karcich 6 collaborations

Eduardo Pascual Van Sant 4 collaborations

John Nemer 4 collaborations

Paul H Yi 4 collaborations

Mary Sun 3 collaborations

Shawn Sun 3 collaborations

Maham Siddique 3 collaborations

Julia E McGuinness 3 collaborations

Katherine D Crew 3 collaborations

Ralph T Wynn 2 collaborations

Elise Desperito 2 collaborations

Richard S Ha 2 collaborations

Vicky Ro 2 collaborations

Kevin Kalinsky 2 collaborations

Dawn L Hershman 2 collaborations

Michael Liu 2 collaborations

Mary Beth Terry 2 collaborations

Parisa Tehranifar 2 collaborations

Diego Jaramillo 2 collaborations

Natasha Ironside 2 collaborations

Ching-Jen Chen 2 collaborations

Justin L Sim 2 collaborations

Dale Ding 2 collaborations

David Roh 2 collaborations

Stephan A Mayer 2 collaborations

Angela Lignelli 2 collaborations

Edward Sander Connolly 2 collaborations

Christine Chin 1 collaboration

Eileen Connolly 1 collaboration

Sebia Mutasa 1 collaboration

Christo Coetzee 1 collaboration

Nishant Gupta 1 collaboration

Hiram Shaish 1 collaboration

Jasnit Makkar 1 collaboration

Lawrence Schwartz 1 collaboration

Firas Ahmed 1 collaboration

Sowmya Varada 1 collaboration

Akshay Goel 1 collaboration

Tony T Wong 1 collaboration

Michael J Rasiej 1 collaboration

Samuel Pan 1 collaboration

Jianhua Hu 1 collaboration

Meghna S Trivedi 1 collaboration

Melissa K Accordino 1 collaboration

J N Stember 1 collaboration

H Celik 1 collaboration

E Krupinski 1 collaboration

P D Chang 1 collaboration

S Mutasa 1 collaboration

B J Wood 1 collaboration

A Lignelli 1 collaboration

G Moonis 1 collaboration

L H Schwartz 1 collaboration

S Jambawalikar 1 collaboration

U Bagci 1 collaboration

Eduardo P Van Sant 1 collaboration

Gita Patel 1 collaboration

Jan Fritz 1 collaboration

Alissa Michel 1 collaboration

Benjamin May 1 collaboration

Garnet L Anderson 1 collaboration

Danika L Lew 1 collaboration

Monica Yee 1 collaboration

Eric A Brown 1 collaboration

Sebastien S Kairouz 1 collaboration

Nafisa Kuwajerwala 1 collaboration

Therese B Bevers 1 collaboration

John E Doster 1 collaboration

Corrine Zarwan 1 collaboration

Laura Kruper 1 collaboration

Lori M Minasian 1 collaboration

Leslie Ford 1 collaboration

Banu Arun 1 collaboration

Marian L Neuhouser 1 collaboration

Gary E Goodman 1 collaboration

Powel H Brown 1 collaboration

Rami Vanguri 1 collaboration

Yu-Cheng Liu 1 collaboration

Terry Button 1 collaboration

Alison McIlvride 1 collaboration

Sarah Goodman 1 collaboration

Elyse Blum 1 collaboration

Kesavan Venkatesh 1 collaboration

Fletcher Moore 1 collaboration

Jeremias Sulam 1 collaboration

Shreyas Bhave 1 collaboration

Victor Rodriguez 1 collaboration

Timothy Poterucha 1 collaboration

Dwight Aberle 1 collaboration

Kathleen M Capaccione 1 collaboration

Yibo Chen 1 collaboration

Belinda Dsouza 1 collaboration

Shifali Dumeer 1 collaboration

Jonathan Goldstein 1 collaboration

Aaron Hodes 1 collaboration

Jay Leb 1 collaboration

Matthew Lungren 1 collaboration

Mitchell Miller 1 collaboration

David Monoky 1 collaboration

Benjamin Navot 1 collaboration

Kapil Wattamwar 1 collaboration

Anoop Wattamwar 1 collaboration

Kevin Clerkin 1 collaboration

David Ouyang 1 collaboration

Euan Ashley 1 collaboration

Veli K Topkara 1 collaboration

Mathew Maurer 1 collaboration

Andrew J Einstein 1 collaboration

Nir Uriel 1 collaboration

Shunichi Homma 1 collaboration

Allan Schwartz 1 collaboration

Adler J Perotte 1 collaboration

Pierre Elias 1 collaboration

Saurabh Marfatiah 1 collaboration

Sugoto Mukherjee 1 collaboration

Karen C Johnston 1 collaboration

Andrew M Southerland 1 collaboration

Phuong T Duong 1 collaboration

Laura Santos 1 collaboration

Hao-Yun Hsu 1 collaboration

Michael K Nguyen 1 collaboration

Andressa Guariento 1 collaboration

Michael K Hoy 1 collaboration

Vishal Desai 1 collaboration

Robert C Hoy 1 collaboration

Richard Gorniak 1 collaboration

Jeffrey A Belair 1 collaboration

Saurabh Marfatia 1 collaboration

Eralda Mema 1 collaboration

Ian Pan 1 collaboration

Grayson L Baird 1 collaboration

Derek Merck 1 collaboration

Carrie Ruzal-Shapiro 1 collaboration

David W Swenson 1 collaboration

Rama S Ayyala 1 collaboration

Haley Manley 1 collaboration

Katherine Crew 1 collaboration

Daniel S Chow 1 collaboration

Justin Glavis-Bloom 1 collaboration

Jennifer E Soun 1 collaboration

Brent Weinberg 1 collaboration

Theresa Berens Loveless 1 collaboration

Xiaohui Xie 1 collaboration

Edwin Monuki 1 collaboration

Jung In Park 1 collaboration

Daniela Bota 1 collaboration

Jie Wu 1 collaboration

Leslie Thompson 1 collaboration

Bernadette Boden-Albala 1 collaboration

Saahir Khan 1 collaboration

Alpesh N Amin 1 collaboration

Peter D Chang 1 collaboration