Daniel A Donoho

Affiliations

Keck School of Medicine, University of Southern California, Los Angeles, California, USA; Neurological Surgery, Keck School of Medicine, University of Southern California, Los Angeles, California, USA.

Publications (50)

Predictors of Venous Thromboembolism After Nonemergent Craniotomy: A Nationwide Readmission Database Analysis.

World neurosurgery

Avec: Ian A Buchanan , Michelle Lin , Daniel A Donoho , Arati Patel , Li Ding , Arun P Amar , Steven L Giannotta , William J Mack , Frank Attenello

Prolactinomas and nonfunctioning adenomas: preoperative diagnosis of tumor type using serum prolactin and tumor size.

Journal of neurosurgery

Avec: William T Burke , David L Penn , Joseph P Castlen , Daniel A Donoho , Caroline S Repetti , Sherry Iuliano , Garni Barkhoudarian , Edward R Laws

Expert surgeons and deep learning models can predict the outcome of surgical hemorrhage from 1 min of video.

Scientific reports

Avec: Dhiraj J Pangal , Guillaume Kugener , Yichao Zhu , Aditya Sinha , Vyom Unadkat , David J Cote , Ben Strickland , Martin Rutkowski , Andrew Hung , Animashree Anandkumar , X Y Han , Vardan Papyan , Bozena Wrobel , Gabriel Zada , Daniel A Donoho

Validation of Machine Learning-Based Automated Surgical Instrument Annotation Using Publicly Available Intraoperative Video.

Operative neurosurgery (Hagerstown, Md.)

Avec: Nicholas Markarian , Guillaume Kugener , Dhiraj J Pangal , Vyom Unadkat , Aditya Sinha , Yichao Zhu , Arman Roshannai , Justin Chan , Andrew J Hung , Bozena B Wrobel , Animashree Anandkumar , Gabriel Zada , Daniel A Donoho

Potential Applications of Artificial Intelligence and Machine Learning in Spine Surgery Across the Continuum of Care.

International journal of spine surgery

Avec: Samuel R Browd , Christine Park , Daniel A Donoho

Human visual explanations mitigate bias in AI-based assessment of surgeon skills.

NPJ digital medicine

Avec: Dani Kiyasseh , Jasper Laca , Taseen F Haque , Maxwell Otiato , Brian J Miles , Christian Wagner , Daniel A Donoho , Quoc-Dien Trinh , Animashree Anandkumar , Andrew J Hung

Differential Clinical Presentation, Intraoperative Management Strategies, and Surgical Outcomes After Endoscopic Endonasal Treatment of Cystic Sellar Masses.

World neurosurgery

Avec: Ali R Tafreshi , Robin Du , Martin J Rutkowski , Daniel A Donoho , Mark S Shiroishi , Chia-Shang J Liu , Paul E Kim , John D Carmichael , Gabriel Zada

The Use of a Novel Perfusion-Based Human Cadaveric Model for Simulation of Dural Venous Sinus Injury and Repair.

Operative neurosurgery (Hagerstown, Md.)

Avec: Ben A Strickland , Kristine Ravina , Alexandra Kammen , Stephanie Chang , Martin Rutkowski , Daniel A Donoho , Mike Minneti , Anna Jackanich , Joshua Bakhsheshian , Gabriel Zada

Microsurgical Resection of Giant Thoraco-Lumbo-Sacral Ependymoma With Hybrid Spinal Reconstruction Using Multilevel Laminoplasty and Up-Front Thoracolumbar Posterior Fixation: 2-Dimensional Operative Video.

Operative neurosurgery (Hagerstown, Md.)

Avec: Daniel A Donoho , Tyler Lazaro , Rita Snyder , Jaime Guerrero , David F Bauer

Fetal Neurosurgical Interventions for Spinal Malformations, Cerebral Malformations, and Hydrocephalus: Past, Present, and Future.

Seminars in pediatric neurology

Avec: Daniel A Donoho , Hasan R Syed

A microdiscectomy surgical video annotation framework for supervised machine learning applications.

International journal of computer assisted radiology and surgery

Avec: Kochai Jan Jawed , Ian Buchanan , Kevin Cleary , Elizabeth Fischer , Aaron Mun , Nishanth Gowda , Arhum Naeem , Recai Yilmaz , Daniel A Donoho

Pilot Analysis of Surgeon Instrument Utilization Signatures Based on Shannon Entropy and Deep Learning for Surgeon Performance Assessment in a Cadaveric Carotid Artery Injury Control Simulation.

Operative neurosurgery (Hagerstown, Md.)

Avec: Alan Balu , Dhiraj J Pangal , Guillaume Kugener , Daniel A Donoho

Anterior cervical discectomy and fusion for the treatment of pediatric Hirayama disease.

Child's nervous system : ChNS : official journal of the International Society for Pediatric Neurosurgery

Avec: Marc Prablek , Gabriel Reyes , Varun Kannan , Charles T Gay , Timothy E Lotze , Daniel A Donoho , David F Bauer

An Expedited Transition to the Back Wall Suturing for Side-to-Side In Situ Microvascular Anastomosis: A Technique Update.

Operative neurosurgery (Hagerstown, Md.)

Avec: Kristine Ravina , Vance L Fredrickson , Daniel A Donoho , Jonathon M Cavaleri , Ben A Strickland , Jordan Lam , Jonathan J Russin

Long-term surgical outcomes following transsphenoidal surgery in patients with Rathke's cleft cysts.

Journal of neurosurgery

Avec: Michelle Lin , Michelle A Wedemeyer , Daniel Bradley , Daniel A Donoho , Vance L Fredrickson , Martin H Weiss , John D Carmichael , Gabriel Zada

Surgical management of clinically silent thyrotropin pituitary adenomas: A single center series of 20 patients.

Journal of clinical neuroscience : official journal of the Neurosurgical Society of Australasia

Avec: Janelle Cyprich , Daniel A Donoho , Andrew Brunswick , Kyle Hurth , John D Carmichael , Martin H Weiss , Gabriel Zada

Long-Term Tumor Control Rates Following Gamma Knife Radiosurgery for Acoustic Neuroma.

World neurosurgery

Avec: Douglass W Tucker , Angad S Gogia , Daniel A Donoho , Benjamin Yim , Cheng Yu , Vance L Fredrickson , Eric L Chang , Rick A Freidman , Gabriel Zada , Steven L Giannotta

Simulation of Dural Repair in Minimally Invasive Spine Surgery With the Use of a Perfusion-Based Cadaveric Model.

Operative neurosurgery (Hagerstown, Md.)

Avec: Ian A Buchanan , Elliot Min , Martin H Pham , Daniel A Donoho , Joshua Bakhsheshian , Michael Minneti , Gabriel Zada , Steven L Giannotta , Patrick C Hsieh , John C Liu

Robotic and robot-assisted skull base neurosurgery: systematic review of current applications and future directions.

Neurosurgical focus

Avec: Dhiraj J Pangal , David J Cote , Jacob Ruzevick , Benjamin Yarovinsky , Guillaume Kugener , Bozena Wrobel , Elisabeth H Ference , Mark Swanson , Andrew J Hung , Daniel A Donoho , Steven Giannotta , Gabriel Zada

Management of Cervical Kyphotic Deformity Associated With Loeys-Dietz Vasculopathy and Cardiac Transplantation: Case Report, Literature Review, and Strategies for Complex Skeletal Dysplasias.

Cureus

Avec: Daniel A Donoho , Timothy G Singer , Tyler Lazaro , David F Bauer

Utility of the Simulated Outcomes Following Carotid Artery Laceration Video Data Set for Machine Learning Applications.

JAMA network open

Avec: Guillaume Kugener , Dhiraj J Pangal , Tyler Cardinal , Casey Collet , Elizabeth Lechtholz-Zey , Sasha Lasky , Shivani Sundaram , Nicholas Markarian , Yichao Zhu , Arman Roshannai , Aditya Sinha , X Y Han , Vardan Papyan , Andrew Hung , Animashree Anandkumar , Bozena Wrobel , Gabriel Zada , Daniel A Donoho

Interhemispheric transcallosal intervenous approach to a pineal region tumor.

Neurosurgical focus: Video

Avec: Daniel A Donoho , Guillermo Aldave

A methodology for the annotation of surgical videos for supervised machine learning applications.

International journal of computer assisted radiology and surgery

Avec: Elizabeth Fischer , Kochai Jan Jawed , Kevin Cleary , Alan Balu , Andrew Donoho , Waverly Thompson Gestrich , Daniel A Donoho

MR-guided focused ultrasound in pediatric neurosurgery: current insights, technical challenges, and lessons learned from 45 treatments at Children's National Hospital.

Neurosurgical focus

Avec: Gregory F Keating , Kelsi M Chesney , Nirali Patel , Lindsay Kilburn , Adriana Fonseca , Roger J Packer , Chaitanya Challa , Patrick F O'Brien , Daniel A Donoho , John S Myseros , Chima Oluigbo , Robert F Keating , Hasan R Syed

Early Readmission After Ventricular Shunting in Adults with Hydrocephalus: A Nationwide Readmission Database Analysis.

World neurosurgery

Avec: Daniel A Donoho , Ian A Buchanan , Arati Patel , Li Ding , Steven Cen , Timothy Wen , Steven L Giannotta , Frank Attenello , William J Mack

Costs and training results of an objectively validated cadaveric perfusion-based internal carotid artery injury simulation during endoscopic skull base surgery.

International forum of allergy & rhinology

Avec: Daniel A Donoho , Cali E Johnson , Kevin T Hur , Ian A Buchanan , Vance L Fredrickson , Michael Minneti , Gabriel Zada , Bozena B Wrobel

Increased Hospital Surgical Volume Reduces Rate of 30- and 90-Day Readmission After Acoustic Neuroma Surgery.

Neurosurgery

Avec: Robin Babadjouni , Timothy Wen , Daniel A Donoho , Ian A Buchanan , Steven Y Cen , Rick A Friedman , Arun Amar , Jonathan J Russin , Steven L Giannotta , William J Mack , Frank J Attenello

A Guide to Annotation of Neurosurgical Intraoperative Video for Machine Learning Analysis and Computer Vision.

World neurosurgery

Avec: Dhiraj J Pangal , Guillaume Kugener , Shane Shahrestani , Frank Attenello , Gabriel Zada , Daniel A Donoho

Readmissions after ventricular shunting in pediatric patients with hydrocephalus: a Nationwide Readmissions Database analysis.

Journal of neurosurgery. Pediatrics

Avec: Daniel A Donoho , Ian A Buchanan , Shivani D Rangwala , Arati Patel , Li Ding , Steven L Giannotta , Frank J Attenello , William J Mack , J Gordon McComb , Mark D Krieger

Late Presenting Multi-Suture Craniosynostosis.

The Journal of craniofacial surgery

Avec: Rami P Dibbs , Han Zhuang Beh , Daniel A Donoho , Lesley W Davies , Andrew M Ferry , David F Bauer , Edward P Buchanan

A systematic review of virtual reality for the assessment of technical skills in neurosurgery.

Neurosurgical focus

Avec: Justin Chan , Dhiraj J Pangal , Tyler Cardinal , Guillaume Kugener , Yichao Zhu , Arman Roshannai , Nicholas Markarian , Aditya Sinha , Anima Anandkumar , Andrew Hung , Gabriel Zada , Daniel A Donoho

Code-free machine learning for object detection in surgical video: a benchmarking, feasibility, and cost study.

Neurosurgical focus

Avec: Vyom Unadkat , Dhiraj J Pangal , Guillaume Kugener , Arman Roshannai , Justin Chan , Yichao Zhu , Nicholas Markarian , Gabriel Zada , Daniel A Donoho

Use of surgical video-based automated performance metrics to predict blood loss and success of simulated vascular injury control in neurosurgery: a pilot study.

Journal of neurosurgery

Avec: Dhiraj J Pangal , Guillaume Kugener , Tyler Cardinal , Elizabeth Lechtholz-Zey , Casey Collet , Sasha Lasky , Shivani Sundaram , Yichao Zhu , Arman Roshannai , Justin Chan , Aditya Sinha , Andrew J Hung , Animashree Anandkumar , Gabriel Zada , Daniel A Donoho

The role of focused ultrasound for pediatric brain tumors: current insights and future implications on treatment strategies.

Child's nervous system : ChNS : official journal of the International Society for Pediatric Neurosurgery

Avec: Kelsi M Chesney , Gregory F Keating , Nirali Patel , Lindsay Kilburn , Adriana Fonseca , Cheng-Chia Wu , Javad Nazarian , Roger J Packer , Daniel A Donoho , Chima Oluigbo , John S Myseros , Robert F Keating , Hasan R Syed

Vertebral Aneurysmal Bone Cyst Mimicking Osteosarcoma: Case Report and Review of the Literature.

Cureus

Avec: Elizabeth Lechtholz-Zey , Nawar Y Matti , Vance L Fredrickson , Ian Buchanan , Daniel A Donoho

A vision transformer for decoding surgeon activity from surgical videos.

Nature biomedical engineering

Avec: Dani Kiyasseh , Runzhuo Ma , Taseen F Haque , Brian J Miles , Christian Wagner , Daniel A Donoho , Animashree Anandkumar , Andrew J Hung

Socioeconomic Disparities Affecting the Presentation and Outcomes in Pediatric Subdural Empyema Patients.

Neurosurgery

Avec: Nirali Patel , Mitchell Rock , Ehsan Dowlati , Tiffany Phan , Carlos E Sanchez , John S Myseros , Chima Oluigbo , Hasan R Syed , Daniel A Donoho , Robert F Keating

Development and clinical validation of a grading system for pituitary adenoma consistency.

Journal of neurosurgery

Avec: Martin J Rutkowski , Ki-Eun Chang , Tyler Cardinal , Robin Du , Ali R Tafreshi , Daniel A Donoho , Andrew Brunswick , Alexander Micko , Chia-Shang J Liu , Mark S Shiroishi , John D Carmichael , Gabriel Zada

Comparative preoperative characteristics and postoperative outcomes at a private versus a safety-net hospital following endoscopic endonasal transsphenoidal resection of pituitary adenomas.

Journal of neurosurgery

Avec: Janelle Cyprich , Dhiraj J Pangal , Martin Rutkowski , Daniel A Donoho , Mark Shiroishi , Chia-Shang Jason Liu , John D Carmichael , Gabriel Zada

Venous Thromboembolism After Degenerative Spine Surgery: A Nationwide Readmissions Database Analysis.

World neurosurgery

Avec: Ian A Buchanan , Michelle Lin , Daniel A Donoho , Li Ding , Steven L Giannotta , Frank Attenello , William J Mack , John C Liu

The Role of Surgery in the Management of Prolactinomas.

Neurosurgery clinics of North America

Avec: Daniel A Donoho , Edward R Laws

Use of optical fluorescence agents during surgery for pituitary adenomas: current state of the field.

Journal of neuro-oncology

Avec: Stephanie W Chang , Daniel A Donoho , Gabriel Zada

Recurrent Rathke's Cleft Cysts: Incidence and Surgical Management in a Tertiary Pituitary Center over 2 Decades.

Operative neurosurgery (Hagerstown, Md.)

Avec: Michelle A Wedemeyer , Michelle Lin , Vance L Fredrickson , Anush Arakelyan , Daniel Bradley , Daniel A Donoho , Kyle M Hurth , Martin H Weiss , John D Carmichael , Gabriel Zada

Prospective clinical validation of a meningioma consistency grading scheme: association with surgical outcomes and extent of tumor resection.

Journal of neurosurgery

Avec: Kyohei Itamura , Ki-Eun Chang , Joshua Lucas , Daniel A Donoho , Steven Giannotta , Gabriel Zada

State of the Union in Open Neurovascular Training.

World neurosurgery

Avec: Vance L Fredrickson , Ben A Strickland , Kristine Ravina , Robert C Rennert , Daniel A Donoho , Ian A Buchanan , Jonathan J Russin , William J Mack , Steven L Giannotta

Improved surgeon performance following cadaveric simulation of internal carotid artery injury during endoscopic endonasal surgery: training outcomes of a nationwide prospective educational intervention.

Journal of neurosurgery

Avec: Daniel A Donoho , Dhiraj J Pangal , Guillaume Kugener , Martin Rutkowski , Alexander Micko , Shane Shahrestani , Andrew Brunswick , Michael Minneti , Bozena B Wrobel , Gabriel Zada

Deep Neural Networks Can Accurately Detect Blood Loss and Hemorrhage Control Task Success From Video.

Neurosurgery

Avec: Guillaume Kugener , Yichao Zhu , Dhiraj J Pangal , Aditya Sinha , Nicholas Markarian , Arman Roshannai , Justin Chan , Animashree Anandkumar , Andrew J Hung , Bozena B Wrobel , Gabriel Zada , Daniel A Donoho

A multi-institutional study using artificial intelligence to provide reliable and fair feedback to surgeons.

Communications medicine

Avec: Dani Kiyasseh , Jasper Laca , Taseen F Haque , Brian J Miles , Christian Wagner , Daniel A Donoho , Animashree Anandkumar , Andrew J Hung

Pediatric Brain Tissue Segmentation Using a Snapshot Hyperspectral Imaging (sHSI) Camera and Machine Learning Classifier.

Bioengineering (Basel, Switzerland)

Avec: Naomi Kifle , Saige Teti , Bo Ning , Daniel A Donoho , Itai Katz , Robert Keating , Richard Jaepyeong Cha

Simulated outcomes for durotomy repair in minimally invasive spine surgery.

Scientific data

Avec: Alan Balu , Guillaume Kugener , Dhiraj J Pangal , Heewon Lee , Sasha Lasky , Jane Han , Ian Buchanan , John Liu , Gabriel Zada , Daniel A Donoho

Réseau de co-auteurs

Gabriel Zada 23 collaborations

Dhiraj J Pangal 13 collaborations

Guillaume Kugener 12 collaborations

Ian A Buchanan 8 collaborations

Steven L Giannotta 8 collaborations

Animashree Anandkumar 8 collaborations

Yichao Zhu 7 collaborations

Andrew J Hung 7 collaborations

Vance L Fredrickson 7 collaborations

William J Mack 6 collaborations

Aditya Sinha 6 collaborations

Arman Roshannai 6 collaborations

John D Carmichael 6 collaborations

Nicholas Markarian 5 collaborations

Justin Chan 5 collaborations

Michelle Lin 4 collaborations

Li Ding 4 collaborations

Frank Attenello 4 collaborations

Martin Rutkowski 4 collaborations

Bozena B Wrobel 4 collaborations

David F Bauer 4 collaborations

Hasan R Syed 4 collaborations

Tyler Cardinal 4 collaborations

Arati Patel 3 collaborations

Vyom Unadkat 3 collaborations

Andrew Hung 3 collaborations

Bozena Wrobel 3 collaborations

Dani Kiyasseh 3 collaborations

Taseen F Haque 3 collaborations

Brian J Miles 3 collaborations

Christian Wagner 3 collaborations

Ben A Strickland 3 collaborations

Kristine Ravina 3 collaborations

Ian Buchanan 3 collaborations

Alan Balu 3 collaborations

Jonathan J Russin 3 collaborations

Martin H Weiss 3 collaborations

Andrew Brunswick 3 collaborations

Michael Minneti 3 collaborations

Elizabeth Lechtholz-Zey 3 collaborations

Sasha Lasky 3 collaborations

Nirali Patel 3 collaborations

John S Myseros 3 collaborations

Chima Oluigbo 3 collaborations

Robert F Keating 3 collaborations

Edward R Laws 2 collaborations

David J Cote 2 collaborations

X Y Han 2 collaborations

Vardan Papyan 2 collaborations

Jasper Laca 2 collaborations

Ali R Tafreshi 2 collaborations

Robin Du 2 collaborations

Martin J Rutkowski 2 collaborations

Mark S Shiroishi 2 collaborations

Chia-Shang J Liu 2 collaborations

Joshua Bakhsheshian 2 collaborations

Tyler Lazaro 2 collaborations

Kochai Jan Jawed 2 collaborations

Kevin Cleary 2 collaborations

Elizabeth Fischer 2 collaborations

Michelle A Wedemeyer 2 collaborations

Daniel Bradley 2 collaborations

Janelle Cyprich 2 collaborations

John C Liu 2 collaborations

Steven Giannotta 2 collaborations

Casey Collet 2 collaborations

Shivani Sundaram 2 collaborations

Gregory F Keating 2 collaborations

Kelsi M Chesney 2 collaborations

Lindsay Kilburn 2 collaborations

Adriana Fonseca 2 collaborations

Roger J Packer 2 collaborations

Timothy Wen 2 collaborations

Frank J Attenello 2 collaborations

Shane Shahrestani 2 collaborations

Ki-Eun Chang 2 collaborations

Alexander Micko 2 collaborations

Arun P Amar 1 collaboration

William T Burke 1 collaboration

David L Penn 1 collaboration

Joseph P Castlen 1 collaboration

Caroline S Repetti 1 collaboration

Sherry Iuliano 1 collaboration

Garni Barkhoudarian 1 collaboration

Ben Strickland 1 collaboration

Samuel R Browd 1 collaboration

Christine Park 1 collaboration

Maxwell Otiato 1 collaboration

Quoc-Dien Trinh 1 collaboration

Paul E Kim 1 collaboration

Alexandra Kammen 1 collaboration

Stephanie Chang 1 collaboration

Mike Minneti 1 collaboration

Anna Jackanich 1 collaboration

Rita Snyder 1 collaboration

Jaime Guerrero 1 collaboration

Aaron Mun 1 collaboration

Nishanth Gowda 1 collaboration

Arhum Naeem 1 collaboration

Recai Yilmaz 1 collaboration

Marc Prablek 1 collaboration

Gabriel Reyes 1 collaboration

Varun Kannan 1 collaboration

Charles T Gay 1 collaboration

Timothy E Lotze 1 collaboration

Jonathon M Cavaleri 1 collaboration

Jordan Lam 1 collaboration

Kyle Hurth 1 collaboration

Douglass W Tucker 1 collaboration

Angad S Gogia 1 collaboration

Benjamin Yim 1 collaboration

Cheng Yu 1 collaboration

Eric L Chang 1 collaboration

Rick A Freidman 1 collaboration

Elliot Min 1 collaboration

Martin H Pham 1 collaboration

Patrick C Hsieh 1 collaboration

Jacob Ruzevick 1 collaboration

Benjamin Yarovinsky 1 collaboration

Elisabeth H Ference 1 collaboration

Mark Swanson 1 collaboration

Timothy G Singer 1 collaboration

Guillermo Aldave 1 collaboration

Andrew Donoho 1 collaboration

Waverly Thompson Gestrich 1 collaboration

Chaitanya Challa 1 collaboration

Patrick F O'Brien 1 collaboration

Steven Cen 1 collaboration

Cali E Johnson 1 collaboration

Kevin T Hur 1 collaboration

Robin Babadjouni 1 collaboration

Steven Y Cen 1 collaboration

Rick A Friedman 1 collaboration

Arun Amar 1 collaboration

Shivani D Rangwala 1 collaboration

J Gordon McComb 1 collaboration

Mark D Krieger 1 collaboration

Rami P Dibbs 1 collaboration

Han Zhuang Beh 1 collaboration

Lesley W Davies 1 collaboration

Andrew M Ferry 1 collaboration

Edward P Buchanan 1 collaboration

Anima Anandkumar 1 collaboration

Cheng-Chia Wu 1 collaboration

Javad Nazarian 1 collaboration

Nawar Y Matti 1 collaboration

Runzhuo Ma 1 collaboration

Mitchell Rock 1 collaboration

Ehsan Dowlati 1 collaboration

Tiffany Phan 1 collaboration

Carlos E Sanchez 1 collaboration

Mark Shiroishi 1 collaboration

Chia-Shang Jason Liu 1 collaboration

Stephanie W Chang 1 collaboration

Anush Arakelyan 1 collaboration

Kyle M Hurth 1 collaboration

Kyohei Itamura 1 collaboration

Joshua Lucas 1 collaboration

Robert C Rennert 1 collaboration

Naomi Kifle 1 collaboration

Saige Teti 1 collaboration

Bo Ning 1 collaboration

Itai Katz 1 collaboration

Robert Keating 1 collaboration

Richard Jaepyeong Cha 1 collaboration

Heewon Lee 1 collaboration

Jane Han 1 collaboration

John Liu 1 collaboration