Collaborative Projects of the Digital Health Graduate School
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DHP graduate school projects
DHP graduate school projects
The Digital Health Graduate School strengthens the Digital Health Partnership with its focus on collaborative PhD research. All projects are funded directly through the partnership and jointly supervised by both institutions. Through this program, doctoral researchers undertake cross-institutional research at the intersection of digital health and medical innovation.
DHP Graduate school and associated research projects
Graduate School Projects
View graduate school projects
- Quality Assessment for Health Data
- PI: Felix Naumann (HPI), Andrew Deonarine (MSSM) | Researcher: Philipp Hildebrandt
- AIRMS
- Integrating Multi-Modal Medical Data with High Temporal and Spatial Resolution Technologies for Enhanced Patient Monitoring
- PI: Christoph Lippert (HPI) | Researcher: Anees Hashmi
- AIRMS
- Pain Management for Women with Chronic Pelvic Pain using Reinforcement Learning-Powered N-of-1 Trials
- PI: Stefan Konigorski, Christoph Lippert (HPI), Ipek Ensari (MSSM) | Researcher: Johannes Vedder
- AIRMS and DDP
- Predicting Epilepsy with Multimodal Clinical Data from the Mount Sinai Health System
- PI: Henrike O. Heyne, Bernhard Renard (HPI), Nicole Bussola (MSSM)| Researcher: Alexandra Chirvasuta
- AIRMS
- Data Science and Social Science for In-Depth Evaluation of Remote Patient Monitoring Programs
- PI: Ariel D. Stern (HPI), Ksenia Gorbenko (MSSM) | Researcher: Linea Schmidt
- AIRMS and DDP
- Host and Hospital adaptation of methicillin resistant Staphylococcus aureus (MRSA)
- PI: Lothar H. Wieler (HPI), Harm van Bakel (MSSM) | Researcher: Akhyar Ahmed
- AIRMS
- Uncovering Treatment Resistance Pathways in Psychiatry via Large Language Models and Process Mining
- PI: Mathias Weske (HPI), Alexander W. Charney, Nicole Bussola (MSSSM) | Researcher: Zeinab Soleimani
- AIRMS
- Mining Molecular Landscapes and Electronic Health Records with Translation to Patient Treatment in Inflammatory Bowel Disease
- PI: Bernhard Renard (HPI), Ryan Ungaro, Francesca Petralia (MSSM) | Researcher: Carl Jannes Neuse
- AIRMS
Associated research projects
In addition to the directly funded projects, a number of associated projects contribute to strengthening the Digital Health Partnership. While these projects do not receive direct funding through the partnership, they are collaborative by design and advance shared scientific goals across institutions. Through cross-institutional cooperation and knowledge exchange, these projects further reinforce the partnership and expand its impact in digital health research and innovation.
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View associated research projects
- The Causal Effect of Length of Stay on Health Outcomes
- PI: Ariel D. Stern (HPI), Girish Nadkarni (MSSM) | Researcher: Benedikt Langenberger
- AIRMS
- Using structured and unstructured data to build a multi modal deep learning model to predict the patient in hospital length of stay
- PI: Bernhard Renard (HPI), Girish Nadkarni (MSSM) | Researcher: Chrispin Schomers
- AIRMS
- The Health and Economic Burden of Long COVID in the Mount Sinai Health System
- PI: Ariel D. Stern (HPI), Girish Nadkarni (MSSM) | Researcher: Julia Dennett
- AIRMS
- Direct-to-Consumer Diagnostics: ADHD and Social Media
- PI: Ariel D. Stern (HPI), Benjamin Glicksberg (MSSM) | Researcher: Helena Roy
- AIRMS
- Real-Time Public Health Dashboard to Mitigate Hospital Outbreak
- PI: Lothar H. Wieler (HPI), Harm van Bakel (MSSM) | Researcher: Jan Berndt, Markus Ruenzel, Charlotte Beurer, Simon Kossack, Tobias Rademacher, Nele Rodenhagen, Peer Schild, Daniel Cermann
- AIRMS
- Pathology Foundation Model Compression for Real-Time Inference on Edge Devices
- PI: Christoph Lippert(HPI), Gabriele Campanella (MSSM) | Researcher: Saber Pourheydari
- AIRMS
- Benchmarking and Enhancing Transferability of External Foundation Models for Electronic Health Records
- PI: Bernhard Renard (HPI), Eugenia Alleva (MSSM) | Researcher: Raphael Reimann
- AIRMS
- Leveraging dynamic knowledge graphs for personalized health monitoring with routine and weather data to predict cardiovascular hospitalizations and emergencies (SolAegis)
- PI: Lothar H. Wieler (HPI), Patricia Kovatch (MSSM) | Researcher: Laura Spiess, Jiron-Lozano Gabriela, Kaya Dilem
- AIRMS
- EHR-Derived Fragile X-Cohort from a High-Volume Referral Hospital: A Large-Scale Data Approach
- PI: Esther-Maria Antao (HPI), Reymundo Lozano (MSSM) | Researcher: Aadil Rasheed, Jonas Ebner
- AIRMS
- Post-COVID and Post-Vaccination Comorbidty Study
- PI: Esther-Maria Antao (HPI), Girish Nadkarni (MSSM) | Researcher: Aadil Rasheed, Jonas Ebner
- AIRMS
- Use ehive to conduct a fairness study among Liver Transplant Patients at sinai
- PI: lorem | Researcher: lorem
- AIRMS
- Setting up a federated learning infrastructure to train model between various sites.
- PI: Bert Arnrich (HPI) | Researcher: Stefan Kalabakov
- AIRMS
- Cardiovascular outcomes
- PI: Christoph Lippert (HPI), Amy Kontorovich (MSSM) | Researcher: Mikail Canpolat
- AIRMS
- Prediction of ICU outcomes
- PI: Christoph Lippert (HPI) | Researcher: Robin Van de Water
- AIRMS
- Predicting Diabetic retinopathy from Retinal Fundus Images with Mount Sinai (Center Ophthalmic, Artificial Intelligence and Human Health)
- PI: Christoph Lippert (HPI) | Researcher: Wei-Cheng Lai
- AIRMS
- Setting up LLM based EHR access application
- PI: Lothar H. Wieler, Christoph Lippert (HPI) | Researcher: Aadil Rasheed
- AIRMS
- Annotation of Radiology slides and storing them back on HANA database
- PI: Christoph Lippert (HPI) | Researcher: Anees Hashmi
- AIRMS
Digital studies under DDP
View digital studies
- VR Study for Sleep and Binge Eating
- Tom Hildebrandt
- Oura Ring
- A Biobank for Eating and Weight Disorders
- Tom Hildebrandt
- Oura, Fitbit, Apple Watch
- AIMS
- Yasmin Hurdt
- Oura Ring
- ACROS
- Yasmin Hurdt
- Oura Ring
- Cramp
- Eugenia Alleva
- Apple Watch
- IMPACT-HMB
- Eugenia Alleva
- Apple Watch
- IBD-forecast
- Robert Hirten
- Apple Watch, Oura, Fitbit
- RA-forecast
- Robert Hirten
- Apple Watch, Oura, Fitbit
- Warrior Shield
- Robert Hirten
- HeartMath, Apple Watch
- DigiIBD
- Robert Hirten
- Oura, Corsano
- CPPD control/case
- Ipek Ensari
- Fitbit
- D2PROM
- Ipek Ensari
- Fitbit
- WorkoutCPP
- Ipek Ensari
- Fitbit
- IBS-ucla
- UCLA
- Fitbit
- nmosd-wellness
- Sammita Satyanarayan
- Fitbit
- DigiTwin
- Zahi Fayad
- Dexcom, Oura
- Conduct a fairness study among Liver Transplant Patients at Sinai
- PI: Lothar H. Wieler (HPI), Sander Florman (MSSM) | Researcher: Anatol Fiete Naeher
- Redcap
- Validation of personalized pharmacogenomic information (Pharme) application developed as Bachelor Project at HPI
- PI: Christoph Lippert (HPI), Aniwaa Owusu-Obeng (MSSM) | Researcher: Tamara Slosarek
- Pharme
| StudyID | IRB | PI | Devices | Department/institute | Survey | Status |
|---|---|---|---|---|---|---|
| VR Study for Sleep and Binge Eating | STUDY-24-01454 | Tom Hildebrandt | Oura Ring | eating disorder | yes | ongoing |
| A Biobank for Eating and Weight Disorders | STUDY-19-00573 | Tom Hildebrandt | Oura, Fitbit, Apple Watch | eating disorder | no | ongoing |
| AIMS | STUDY-21-00607 | Yasmin Hurd | Oura ring | addiction institute | no | completed |
| ACROS | STUDY-24-01494 | Yasmin Hurd | Oura Ring | addiction institute | no | ongoing |
| Cramp | STUDY-22-01145 | Eugenia Alleva | Apple Watch | HPIMS/HPI | yes | ongoing |
| IMPACT-HMB | STUDY-25-01133 | Eugenia Alleva | Apple Watch | HPIMS | yes | development |
| IBD-forecast | STUDY-21-01455 | Robert Hirten | Apple Watch, Oura, Fitbit | IBD center | yes | completed |
| RA-forecast | STUDY-22-01589 | Robert Hirten | Apple Watch, Oura, Fitbit | IBD center | yes | completed |
| Warrior Shield | STUDY-21-00596 | Robert Hirten | HeartMath, Apple Watch | HPIMS | yes | completed |
| DigiIBD | STUDY-22-00083 | Robert Hirten | Oura, Corsano | IBD center | yes | ongoing |
| CPPD control/case | STUDY-22-01002 | Ipek Ensari | Fitbit | HPIMS | yes | completed |
| D2PROM | STUDY-22-01002 | Ipek Ensari | Fitbit | HPIMS | yes | ongoing |
| WorkoutCPP | STUDY-23-00721 | Ipek Ensari | Fitbit | HPIMS/HPI | yes | development |
| IBS-ucla | 24-000096 | UCLA | Fitbit | IBD center | no | completed |
| nmosd-wellness | STUDY-23-01257 | Sammita Satyanarayan | Fitbit | Neurology | yes | ongoing |
| DigiTwin | STUDY-25-00148 | Zahi Fayad | Dexcom, Oura | BMEII | yes | ongoing |
Carl Jannes Neuse
Mining Molecular Landscapes and Electronic Health Records with Translation to Patient Treatment in Inflammatory Bowel Disease
Ryan Ungaro
(PI Mount Sinai)
Francesca Petralia
(PI Mount Sinai)
Bernhard Renard
(PI HPI)
Research exchange
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DHP Graduate School Structure
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Learning
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Onboarding to Mt Sinai HS (link to step by step guide in confluence)
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