Dessislava Pachamanova

Dessislava Pachamanova

Babson College

H-index: 22

North America-United States

About Dessislava Pachamanova

Dessislava Pachamanova, With an exceptional h-index of 22 and a recent h-index of 17 (since 2020), a distinguished researcher at Babson College, specializes in the field of analytics (algorithms and applications), optimization under uncertainty, risk management.

His recent articles reflect a diverse array of research interests and contributions to the field:

A Granular Approach to Optimal and Fair Patient Placement in Hospital Emergency Departments

Case Article—Prescriptive Analytics for Entrepreneurial Growth: Data-Driven Strategic Decision Making at iParty Bangkok Co., Ltd.

A Granular View of Emergency Department Length of Stay: Improving Predictive Power and Extracting Real-Time, Actionable Insights

Capacity Balancing Algorithm for Placement of Observation Patients: Assessing the Effect on ED Crowding

From Meaningful Data Science to Impactful Decisions: The Importance of Being Causally Prescriptive

Risk of persistent air leaks following percutaneous cryoablation and microwave ablation of peripheral lung tumors

Case article—Machine learning, ethics, and change management: A data-driven approach to improving hospital observation unit operations

Comparison of expected imaging findings following percutaneous microwave and cryoablation of pulmonary tumors: ablation zones and thoracic lymph nodes

Dessislava Pachamanova Information

University

Position

Professor

Citations(all)

3464

Citations(since 2020)

1612

Cited By

2461

hIndex(all)

22

hIndex(since 2020)

17

i10Index(all)

32

i10Index(since 2020)

23

Email

University Profile Page

Babson College

Google Scholar

View Google Scholar Profile

Dessislava Pachamanova Skills & Research Interests

analytics (algorithms and applications)

optimization under uncertainty

risk management

Top articles of Dessislava Pachamanova

Title

Journal

Author(s)

Publication Date

A Granular Approach to Optimal and Fair Patient Placement in Hospital Emergency Departments

Production and Operations Management

<? show [AQ ID= GQ1]?> Maureen M Canellas

Dessislava A Pachamanova

Georgia Perakis

Omar Skali Lami

Asterios Tsiourvas

2024/4/16

Case Article—Prescriptive Analytics for Entrepreneurial Growth: Data-Driven Strategic Decision Making at iParty Bangkok Co., Ltd.

INFORMS Transactions on Education

Dong Li

Dessislava Pachamanova

Phattharanan Siricharoensang

2024/4/1

A Granular View of Emergency Department Length of Stay: Improving Predictive Power and Extracting Real-Time, Actionable Insights

Annals of Emergency Medicine

Maureen M Canellas

Kevin A Kotkowski

Dessislava A Pachamanova

Georgia Perakis

Martin A Reznek

...

2024/3/28

Capacity Balancing Algorithm for Placement of Observation Patients: Assessing the Effect on ED Crowding

Vera Tilson

Shiya Xiao

Dessislava Pachamanova

Keely Dwyer-Matzky

2024/1/3

From Meaningful Data Science to Impactful Decisions: The Importance of Being Causally Prescriptive

Data Science Journal

Victor SY Lo

Dessislava A Pachamanova

2023/4/25

Risk of persistent air leaks following percutaneous cryoablation and microwave ablation of peripheral lung tumors

European Radiology

Maya Abrishami Kashani

Mark C Murphy

Jonathan A Saenger

Maria M Wrobel

Ismail Tahir

...

2023/8

Case article—Machine learning, ethics, and change management: A data-driven approach to improving hospital observation unit operations

INFORMS Transactions on Education

Dessislava Pachamanova

Vera Tilson

Keely Dwyer-Matzky

2022/5

Comparison of expected imaging findings following percutaneous microwave and cryoablation of pulmonary tumors: ablation zones and thoracic lymph nodes

European Radiology

Maria M Wrobel

Alexis M Cahalane

Dessislava Pachamanova

Konstantin S Leppelmann

Stuart G Silverman

...

2022/12

The AI-enhanced future of health care administrative task management

NEJM Catalyst Innovations in Care Delivery

Wiljeana Jackson Glover

Zhi Li

Dessislava Pachamanova

2022/3/3

75 Disparities in Emergency Department Wait Times for Female, Transgender Female, Black and Non-English-Speaking Patients

Annals of Emergency Medicine

M Canellas

G Perakis

D Pachamanova

OS Lami

A Tsiourvas

2022/10/1

Human Trafficking in the Global Supply Chain: Using Machine Learning to Understand Corporate Disclosures Under the UK Modern Slavery Act

Harvard Human Rights Journal

David Nersessian

Dessislava Pachamanova

2022/3/1

Acceptable set topic modeling

European Journal of Operational Research

Lauren Berk Wheelock

Dessislava A Pachamanova

2022/6/1

Writing to learn: A framework for structuring writing assignments to support analytics course learning goals

INFORMS Transactions on Education

Kristen M Getchell

Dessislava A Pachamanova

2022/1

Case—A Data-Driven Approach to Improving Hospital Observation Unit Operations

INFORMS Transactions on Education

Dessislava Pachamanova

Vera Tilson

Keely Dwyer-Matzky

2022/5

Active versus passive thaw after percutaneous cryoablation of pulmonary tumors: effect on incidence, grade, and onset of hemoptysis

American Journal of Roentgenology

Maria M Wrobel

Patrick P Bourgouin

Maya Abrishami Kashani

Konstantin S Leppelmann

Rafael Vazquez

...

2021/11/19

172 A Granular View of Emergency Department Length of Stay: Improving Predictive Power and Extracting Actionable Insights

Annals of Emergency Medicine

M Canellas

K Kotkowski

D Pachamanova

G Perakis

OS Lami

...

2021/10/1

Accounting for capacity: A real‐time optimization approach to managing observation unit utilization

Naval Research Logistics (NRL)

Keely Dwyer‐Matzky

Dessislava Pachamanova

Vera Tilson

2021

Learning the minimal representation of a dynamic system from transition data

Available at SSRN 3785547

Mohammed Amine Bennouna

Dessislava Pachamanova

Georgia Perakis

Omar Skali Lami

2021

Identifying patterns in administrative tasks through structural topic modeling: A study of task definitions, prevalence, and shifts in a mental health practice’s operations …

Journal of the American Medical Informatics Association

Dessislava Pachamanova

Wiljeana Glover

Zhi Li

Michael Docktor

Nitin Gujral

2021/12/1

Uncertainty representation and risk management for direct segmented marketing

Journal of Marketing Management

Dessislava Pachamanova

Victor SY Lo

Nalan Gülpınar

2020/1/2

See List of Professors in Dessislava Pachamanova University(Babson College)

Co-Authors

H-index: 109
Dimitris Bertsimas

Dimitris Bertsimas

Massachusetts Institute of Technology

H-index: 37
Melvyn Sim

Melvyn Sim

National University of Singapore

H-index: 34
Andrew Corbett

Andrew Corbett

Babson College

H-index: 31
Florian J. Fintelmann

Florian J. Fintelmann

Harvard University

H-index: 23
Karthik Natarajan

Karthik Natarajan

Singapore University of Technology and Design

H-index: 22
Michael A. Goldstein

Michael A. Goldstein

Babson College

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