Digital Health Technology to Measure Drug Efficacy in Clinical Trials for Parkinson's Disease: A Regulatory Perspective
被引:10
作者:
Sacks, Leonard
论文数: 0引用数: 0
h-index: 0
机构:
US FDA, Off Med Policy, Ctr Drug Evaluat & Res, 10993 New Hampshire Ave,Bldg 51,Rm 3332, Silver Spring, MD 20993 USAUS FDA, Off Med Policy, Ctr Drug Evaluat & Res, 10993 New Hampshire Ave,Bldg 51,Rm 3332, Silver Spring, MD 20993 USA
Sacks, Leonard
[1
]
Kunkoski, Elizabeth
论文数: 0引用数: 0
h-index: 0
机构:
US FDA, Off Med Policy, Ctr Drug Evaluat & Res, 10993 New Hampshire Ave,Bldg 51,Rm 3332, Silver Spring, MD 20993 USAUS FDA, Off Med Policy, Ctr Drug Evaluat & Res, 10993 New Hampshire Ave,Bldg 51,Rm 3332, Silver Spring, MD 20993 USA
Kunkoski, Elizabeth
[1
]
机构:
[1] US FDA, Off Med Policy, Ctr Drug Evaluat & Res, 10993 New Hampshire Ave,Bldg 51,Rm 3332, Silver Spring, MD 20993 USA
Parkinson's disease;
digital health technology;
wearable;
mobile technology;
drug development;
FDA;
regulatory;
GAIT;
SENSORS;
TREMOR;
D O I:
10.3233/JPD-202416
中图分类号:
Q189 [神经科学];
学科分类号:
071006 ;
摘要:
Digital health technology (DHT), including wearable and environmental sensors, video cameras and other electronic tools, has provided new opportunities for the measurement of movement and functionality in Parkinson's disease. Compared to current standards for evaluation of the disease (MDS-UPDRS), DHT may offer new possibilities for more frequent objective measurements of the duration, severity and frequency of disease manifestations over time, that may provide more information than periodic clinic visits. However, DHT measurements are only scientifically and medically useful if they are accurate, reliable and clinically meaningful. Verification and validation, also known as analytical validation and clinical validation, of DHT performance is important to ensure the accuracy and precision of measurements, and the specificity of findings. Given the wide range of clinical manifestations associated with Parkinson's disease and the many tools and metrics to assess them, the challenge is to identify those that may represent a standard for use in clinical trials, and to confirm when digital measurements succeed or fall short of capturing meaningful benefits during drug development.
机构:
Aston Univ, Nonlinear & Complex Res Grp, Birmingham B4 7ET, W Midlands, England
Univ Oxford, Somerville Coll, Oxford, EnglandAston Univ, Nonlinear & Complex Res Grp, Birmingham B4 7ET, W Midlands, England
Arora, S.
Venkataraman, V.
论文数: 0引用数: 0
h-index: 0
机构:
Duke Univ, Sch Med, Durham, NC USAAston Univ, Nonlinear & Complex Res Grp, Birmingham B4 7ET, W Midlands, England
Venkataraman, V.
Zhan, A.
论文数: 0引用数: 0
h-index: 0
机构:
Johns Hopkins Univ, Baltimore, MD USAAston Univ, Nonlinear & Complex Res Grp, Birmingham B4 7ET, W Midlands, England
Zhan, A.
Donohue, S.
论文数: 0引用数: 0
h-index: 0
机构:
Johns Hopkins Univ, Baltimore, MD USAAston Univ, Nonlinear & Complex Res Grp, Birmingham B4 7ET, W Midlands, England
Donohue, S.
Biglan, K. M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Rochester, Med Ctr, Dept Neurol, Rochester, NY 14642 USAAston Univ, Nonlinear & Complex Res Grp, Birmingham B4 7ET, W Midlands, England
Biglan, K. M.
Dorsey, E. R.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Rochester, Med Ctr, Dept Neurol, Rochester, NY 14642 USA
Univ Rochester, Med Ctr, CHET, Rochester, NY 14642 USAAston Univ, Nonlinear & Complex Res Grp, Birmingham B4 7ET, W Midlands, England
Dorsey, E. R.
Little, M. A.
论文数: 0引用数: 0
h-index: 0
机构:
Aston Univ, Nonlinear & Complex Res Grp, Birmingham B4 7ET, W Midlands, England
MIT, Media Lab, Boston, MA USAAston Univ, Nonlinear & Complex Res Grp, Birmingham B4 7ET, W Midlands, England
机构:
Rush Univ, Med Ctr, Dept Neurol Sci, Chicago, IL 60612 USARush Univ, Med Ctr, Dept Neurol Sci, Chicago, IL 60612 USA
Goetz, Christopher G.
Tilley, Barbara C.
论文数: 0引用数: 0
h-index: 0
机构:
Rush Univ, Med Ctr, Dept Neurol Sci, Chicago, IL 60612 USA
Med Univ S Carolina, Charleston, SC 29425 USARush Univ, Med Ctr, Dept Neurol Sci, Chicago, IL 60612 USA
Tilley, Barbara C.
Shaftman, Stephanie R.
论文数: 0引用数: 0
h-index: 0
机构:
Rush Univ, Med Ctr, Dept Neurol Sci, Chicago, IL 60612 USA
Med Univ S Carolina, Charleston, SC 29425 USARush Univ, Med Ctr, Dept Neurol Sci, Chicago, IL 60612 USA
Shaftman, Stephanie R.
Stebbins, Glenn T.
论文数: 0引用数: 0
h-index: 0
机构:
Rush Univ, Med Ctr, Dept Neurol Sci, Chicago, IL 60612 USARush Univ, Med Ctr, Dept Neurol Sci, Chicago, IL 60612 USA
Stebbins, Glenn T.
Fahn, Stanley
论文数: 0引用数: 0
h-index: 0
机构:
Columbia Univ, Dept Neurol, New York, NY USARush Univ, Med Ctr, Dept Neurol Sci, Chicago, IL 60612 USA
Fahn, Stanley
Martinez-Martin, Pablo
论文数: 0引用数: 0
h-index: 0
机构:
Carlos III Inst Hlth, Neuroepidemiol Unit, Madrid, Spain
Carlos III Inst Hlth, CIBERNED, Madrid, SpainRush Univ, Med Ctr, Dept Neurol Sci, Chicago, IL 60612 USA
Martinez-Martin, Pablo
Poewe, Werner
论文数: 0引用数: 0
h-index: 0
机构:
Innsbruck Med Univ, Dept Neurol, Innsbruck, AustriaRush Univ, Med Ctr, Dept Neurol Sci, Chicago, IL 60612 USA
Poewe, Werner
Sampaio, Cristina
论文数: 0引用数: 0
h-index: 0
机构:
Fac Med Lisbon, Dept Pharmacol, Lisbon, PortugalRush Univ, Med Ctr, Dept Neurol Sci, Chicago, IL 60612 USA
Sampaio, Cristina
Stern, Matthew B.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Penn, Dept Neurol, Philadelphia, PA 19104 USARush Univ, Med Ctr, Dept Neurol Sci, Chicago, IL 60612 USA
Stern, Matthew B.
Dodel, Richard
论文数: 0引用数: 0
h-index: 0
机构:
Univ Marburg, Dept Neurol, Marburg, GermanyRush Univ, Med Ctr, Dept Neurol Sci, Chicago, IL 60612 USA
Dodel, Richard
Dubois, Bruno
论文数: 0引用数: 0
h-index: 0
机构:
Hop La Pitie Salpetriere, Dept Neurol, Paris, FranceRush Univ, Med Ctr, Dept Neurol Sci, Chicago, IL 60612 USA
Dubois, Bruno
Holloway, Robert
论文数: 0引用数: 0
h-index: 0
机构:
Univ Rochester, Dept Neurol, Rochester, NY USARush Univ, Med Ctr, Dept Neurol Sci, Chicago, IL 60612 USA
Holloway, Robert
Jankovic, Joseph
论文数: 0引用数: 0
h-index: 0
机构:
Baylor Coll Med, Dept Neurol, Houston, TX 77030 USARush Univ, Med Ctr, Dept Neurol Sci, Chicago, IL 60612 USA
Jankovic, Joseph
Kulisevsky, Jaime
论文数: 0引用数: 0
h-index: 0
机构:
St Pau Hosp, Dept Neurol, Barcelona, Spain
St Pau Hosp, CIBERNED, Barcelona, SpainRush Univ, Med Ctr, Dept Neurol Sci, Chicago, IL 60612 USA
Kulisevsky, Jaime
Lang, Anthony E.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Toronto, Div Neurol, Toronto, ON, CanadaRush Univ, Med Ctr, Dept Neurol Sci, Chicago, IL 60612 USA
Lang, Anthony E.
Lees, Andrew
论文数: 0引用数: 0
h-index: 0
机构:
UCL, Reta Lila Weston Inst Neurol Studies, London, EnglandRush Univ, Med Ctr, Dept Neurol Sci, Chicago, IL 60612 USA
Lees, Andrew
论文数: 引用数:
h-index:
机构:
Leurgans, Sue
LeWitt, Peter A.
论文数: 0引用数: 0
h-index: 0
机构:
Wayne State Univ, Dept Neurol, Detroit, MI USARush Univ, Med Ctr, Dept Neurol Sci, Chicago, IL 60612 USA
LeWitt, Peter A.
Nyenhuis, David
论文数: 0引用数: 0
h-index: 0
机构:
Univ Illinois, Dept Neurol & Rehabil, Chicago, IL USARush Univ, Med Ctr, Dept Neurol Sci, Chicago, IL 60612 USA
Nyenhuis, David
Olanow, C. Warren
论文数: 0引用数: 0
h-index: 0
机构:
Mt Sinai Sch Med, Dept Neurol, New York, NY USA
Mt Sinai Sch Med, Dept Neurosci, New York, NY USARush Univ, Med Ctr, Dept Neurol Sci, Chicago, IL 60612 USA
Olanow, C. Warren
Rascol, Olivier
论文数: 0引用数: 0
h-index: 0
机构:
Toulouse Univ, Lab Pharmacol Med & Clin, Toulouse, FranceRush Univ, Med Ctr, Dept Neurol Sci, Chicago, IL 60612 USA
Rascol, Olivier
Schrag, Anette
论文数: 0引用数: 0
h-index: 0
机构:
UCL, Dept Clin Neurosci, London, EnglandRush Univ, Med Ctr, Dept Neurol Sci, Chicago, IL 60612 USA
Schrag, Anette
Teresi, Jeanne A.
论文数: 0引用数: 0
h-index: 0
机构:
Columbia Univ, Stroud Ctr, Div Gen Med, New York, NY USA
Columbia Univ, Inst Psychiat, New York, NY USARush Univ, Med Ctr, Dept Neurol Sci, Chicago, IL 60612 USA
Teresi, Jeanne A.
van Hilten, Jacobus J.
论文数: 0引用数: 0
h-index: 0
机构:
Leiden Univ, Dept Neurol, Leiden, NetherlandsRush Univ, Med Ctr, Dept Neurol Sci, Chicago, IL 60612 USA
van Hilten, Jacobus J.
LaPelle, Nancy
论文数: 0引用数: 0
h-index: 0
机构:
Univ Massachusetts, Div Prevent & Behav Med, Worcester, MA 01605 USARush Univ, Med Ctr, Dept Neurol Sci, Chicago, IL 60612 USA
机构:
Digital Med Soc DiMe, Boston, MA USADigital Med Soc DiMe, Boston, MA USA
Goldsack, Jennifer C.
Coravos, Andrea
论文数: 0引用数: 0
h-index: 0
机构:
Digital Med Soc DiMe, Boston, MA USA
Elektra Labs, Boston, MA USA
Harvard MIT Ctr Regulatory Sci, Boston, MA USADigital Med Soc DiMe, Boston, MA USA
Coravos, Andrea
Bakker, Jessie P.
论文数: 0引用数: 0
h-index: 0
机构:
Digital Med Soc DiMe, Boston, MA USA
Philips, Monroeville, PA USADigital Med Soc DiMe, Boston, MA USA
Bakker, Jessie P.
论文数: 引用数:
h-index:
机构:
Bent, Brinnae
Dowling, Ariel V.
论文数: 0引用数: 0
h-index: 0
机构:
Takeda Pharmaceut, Cambridge, MA USADigital Med Soc DiMe, Boston, MA USA
Dowling, Ariel V.
Fitzer-Attas, Cheryl
论文数: 0引用数: 0
h-index: 0
机构:
ClinMed LLC, Dayton, NJ USADigital Med Soc DiMe, Boston, MA USA
Fitzer-Attas, Cheryl
Godfrey, Alan
论文数: 0引用数: 0
h-index: 0
机构:
Northumbria Univ, Comp & Informat Sci Dept, Newcastle Upon Tyne, Tyne & Wear, EnglandDigital Med Soc DiMe, Boston, MA USA
Godfrey, Alan
Godino, Job G.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Ctr Wireless & Populat Hlth Syst, San Diego, CA 92103 USADigital Med Soc DiMe, Boston, MA USA
Godino, Job G.
Gujar, Ninad
论文数: 0引用数: 0
h-index: 0
机构:
Samsung Neurol, Danvers, MA USA
Curis Advisors, Cambridge, MA USADigital Med Soc DiMe, Boston, MA USA
Gujar, Ninad
Izmailova, Elena
论文数: 0引用数: 0
h-index: 0
机构:
Digital Med Soc DiMe, Boston, MA USA
Koneksa Hlth, New York, NY USADigital Med Soc DiMe, Boston, MA USA
Izmailova, Elena
Manta, Christine
论文数: 0引用数: 0
h-index: 0
机构:
Digital Med Soc DiMe, Boston, MA USA
Elektra Labs, Boston, MA USADigital Med Soc DiMe, Boston, MA USA
Manta, Christine
Peterson, Barry
论文数: 0引用数: 0
h-index: 0
机构:Digital Med Soc DiMe, Boston, MA USA
Peterson, Barry
Vandendriessche, Benjamin
论文数: 0引用数: 0
h-index: 0
机构:
Byteflies, Antwerp, Belgium
Case Western Reserve Univ, Dept Elect Comp & Syst Engn, Cleveland, OH 44106 USADigital Med Soc DiMe, Boston, MA USA
Vandendriessche, Benjamin
Wood, William A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ North Carolina Chapel Hill, Lineberger Comprehens Canc Ctr, Dept Med, Chapel Hill, NC USADigital Med Soc DiMe, Boston, MA USA
Wood, William A.
Wang, Ke Will
论文数: 0引用数: 0
h-index: 0
机构:
Duke Univ, Biomed Engn Dept, Durham, NC 27706 USADigital Med Soc DiMe, Boston, MA USA
Wang, Ke Will
Dunn, Jessilyn
论文数: 0引用数: 0
h-index: 0
机构:
Duke Univ, Biomed Engn Dept, Durham, NC 27706 USA
Duke Univ, Dept Biostat & Bioinformat, Durham, NC 27708 USADigital Med Soc DiMe, Boston, MA USA
机构:
Henry Ford Hosp, Dept Neurol, W Bloomfield, MI USA
Wayne State Univ, Sch Med, W Bloomfield, MI USAGreat Lakes NeuroTechnol Inc, Cleveland, OH 44125 USA
LeWitt, Peter A.
Giuffrida, Joseph P.
论文数: 0引用数: 0
h-index: 0
机构:
Great Lakes NeuroTechnol Inc, Cleveland, OH 44125 USAGreat Lakes NeuroTechnol Inc, Cleveland, OH 44125 USA
机构:
Aston Univ, Nonlinear & Complex Res Grp, Birmingham B4 7ET, W Midlands, England
Univ Oxford, Somerville Coll, Oxford, EnglandAston Univ, Nonlinear & Complex Res Grp, Birmingham B4 7ET, W Midlands, England
Arora, S.
Venkataraman, V.
论文数: 0引用数: 0
h-index: 0
机构:
Duke Univ, Sch Med, Durham, NC USAAston Univ, Nonlinear & Complex Res Grp, Birmingham B4 7ET, W Midlands, England
Venkataraman, V.
Zhan, A.
论文数: 0引用数: 0
h-index: 0
机构:
Johns Hopkins Univ, Baltimore, MD USAAston Univ, Nonlinear & Complex Res Grp, Birmingham B4 7ET, W Midlands, England
Zhan, A.
Donohue, S.
论文数: 0引用数: 0
h-index: 0
机构:
Johns Hopkins Univ, Baltimore, MD USAAston Univ, Nonlinear & Complex Res Grp, Birmingham B4 7ET, W Midlands, England
Donohue, S.
Biglan, K. M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Rochester, Med Ctr, Dept Neurol, Rochester, NY 14642 USAAston Univ, Nonlinear & Complex Res Grp, Birmingham B4 7ET, W Midlands, England
Biglan, K. M.
Dorsey, E. R.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Rochester, Med Ctr, Dept Neurol, Rochester, NY 14642 USA
Univ Rochester, Med Ctr, CHET, Rochester, NY 14642 USAAston Univ, Nonlinear & Complex Res Grp, Birmingham B4 7ET, W Midlands, England
Dorsey, E. R.
Little, M. A.
论文数: 0引用数: 0
h-index: 0
机构:
Aston Univ, Nonlinear & Complex Res Grp, Birmingham B4 7ET, W Midlands, England
MIT, Media Lab, Boston, MA USAAston Univ, Nonlinear & Complex Res Grp, Birmingham B4 7ET, W Midlands, England
机构:
Rush Univ, Med Ctr, Dept Neurol Sci, Chicago, IL 60612 USARush Univ, Med Ctr, Dept Neurol Sci, Chicago, IL 60612 USA
Goetz, Christopher G.
Tilley, Barbara C.
论文数: 0引用数: 0
h-index: 0
机构:
Rush Univ, Med Ctr, Dept Neurol Sci, Chicago, IL 60612 USA
Med Univ S Carolina, Charleston, SC 29425 USARush Univ, Med Ctr, Dept Neurol Sci, Chicago, IL 60612 USA
Tilley, Barbara C.
Shaftman, Stephanie R.
论文数: 0引用数: 0
h-index: 0
机构:
Rush Univ, Med Ctr, Dept Neurol Sci, Chicago, IL 60612 USA
Med Univ S Carolina, Charleston, SC 29425 USARush Univ, Med Ctr, Dept Neurol Sci, Chicago, IL 60612 USA
Shaftman, Stephanie R.
Stebbins, Glenn T.
论文数: 0引用数: 0
h-index: 0
机构:
Rush Univ, Med Ctr, Dept Neurol Sci, Chicago, IL 60612 USARush Univ, Med Ctr, Dept Neurol Sci, Chicago, IL 60612 USA
Stebbins, Glenn T.
Fahn, Stanley
论文数: 0引用数: 0
h-index: 0
机构:
Columbia Univ, Dept Neurol, New York, NY USARush Univ, Med Ctr, Dept Neurol Sci, Chicago, IL 60612 USA
Fahn, Stanley
Martinez-Martin, Pablo
论文数: 0引用数: 0
h-index: 0
机构:
Carlos III Inst Hlth, Neuroepidemiol Unit, Madrid, Spain
Carlos III Inst Hlth, CIBERNED, Madrid, SpainRush Univ, Med Ctr, Dept Neurol Sci, Chicago, IL 60612 USA
Martinez-Martin, Pablo
Poewe, Werner
论文数: 0引用数: 0
h-index: 0
机构:
Innsbruck Med Univ, Dept Neurol, Innsbruck, AustriaRush Univ, Med Ctr, Dept Neurol Sci, Chicago, IL 60612 USA
Poewe, Werner
Sampaio, Cristina
论文数: 0引用数: 0
h-index: 0
机构:
Fac Med Lisbon, Dept Pharmacol, Lisbon, PortugalRush Univ, Med Ctr, Dept Neurol Sci, Chicago, IL 60612 USA
Sampaio, Cristina
Stern, Matthew B.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Penn, Dept Neurol, Philadelphia, PA 19104 USARush Univ, Med Ctr, Dept Neurol Sci, Chicago, IL 60612 USA
Stern, Matthew B.
Dodel, Richard
论文数: 0引用数: 0
h-index: 0
机构:
Univ Marburg, Dept Neurol, Marburg, GermanyRush Univ, Med Ctr, Dept Neurol Sci, Chicago, IL 60612 USA
Dodel, Richard
Dubois, Bruno
论文数: 0引用数: 0
h-index: 0
机构:
Hop La Pitie Salpetriere, Dept Neurol, Paris, FranceRush Univ, Med Ctr, Dept Neurol Sci, Chicago, IL 60612 USA
Dubois, Bruno
Holloway, Robert
论文数: 0引用数: 0
h-index: 0
机构:
Univ Rochester, Dept Neurol, Rochester, NY USARush Univ, Med Ctr, Dept Neurol Sci, Chicago, IL 60612 USA
Holloway, Robert
Jankovic, Joseph
论文数: 0引用数: 0
h-index: 0
机构:
Baylor Coll Med, Dept Neurol, Houston, TX 77030 USARush Univ, Med Ctr, Dept Neurol Sci, Chicago, IL 60612 USA
Jankovic, Joseph
Kulisevsky, Jaime
论文数: 0引用数: 0
h-index: 0
机构:
St Pau Hosp, Dept Neurol, Barcelona, Spain
St Pau Hosp, CIBERNED, Barcelona, SpainRush Univ, Med Ctr, Dept Neurol Sci, Chicago, IL 60612 USA
Kulisevsky, Jaime
Lang, Anthony E.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Toronto, Div Neurol, Toronto, ON, CanadaRush Univ, Med Ctr, Dept Neurol Sci, Chicago, IL 60612 USA
Lang, Anthony E.
Lees, Andrew
论文数: 0引用数: 0
h-index: 0
机构:
UCL, Reta Lila Weston Inst Neurol Studies, London, EnglandRush Univ, Med Ctr, Dept Neurol Sci, Chicago, IL 60612 USA
Lees, Andrew
论文数: 引用数:
h-index:
机构:
Leurgans, Sue
LeWitt, Peter A.
论文数: 0引用数: 0
h-index: 0
机构:
Wayne State Univ, Dept Neurol, Detroit, MI USARush Univ, Med Ctr, Dept Neurol Sci, Chicago, IL 60612 USA
LeWitt, Peter A.
Nyenhuis, David
论文数: 0引用数: 0
h-index: 0
机构:
Univ Illinois, Dept Neurol & Rehabil, Chicago, IL USARush Univ, Med Ctr, Dept Neurol Sci, Chicago, IL 60612 USA
Nyenhuis, David
Olanow, C. Warren
论文数: 0引用数: 0
h-index: 0
机构:
Mt Sinai Sch Med, Dept Neurol, New York, NY USA
Mt Sinai Sch Med, Dept Neurosci, New York, NY USARush Univ, Med Ctr, Dept Neurol Sci, Chicago, IL 60612 USA
Olanow, C. Warren
Rascol, Olivier
论文数: 0引用数: 0
h-index: 0
机构:
Toulouse Univ, Lab Pharmacol Med & Clin, Toulouse, FranceRush Univ, Med Ctr, Dept Neurol Sci, Chicago, IL 60612 USA
Rascol, Olivier
Schrag, Anette
论文数: 0引用数: 0
h-index: 0
机构:
UCL, Dept Clin Neurosci, London, EnglandRush Univ, Med Ctr, Dept Neurol Sci, Chicago, IL 60612 USA
Schrag, Anette
Teresi, Jeanne A.
论文数: 0引用数: 0
h-index: 0
机构:
Columbia Univ, Stroud Ctr, Div Gen Med, New York, NY USA
Columbia Univ, Inst Psychiat, New York, NY USARush Univ, Med Ctr, Dept Neurol Sci, Chicago, IL 60612 USA
Teresi, Jeanne A.
van Hilten, Jacobus J.
论文数: 0引用数: 0
h-index: 0
机构:
Leiden Univ, Dept Neurol, Leiden, NetherlandsRush Univ, Med Ctr, Dept Neurol Sci, Chicago, IL 60612 USA
van Hilten, Jacobus J.
LaPelle, Nancy
论文数: 0引用数: 0
h-index: 0
机构:
Univ Massachusetts, Div Prevent & Behav Med, Worcester, MA 01605 USARush Univ, Med Ctr, Dept Neurol Sci, Chicago, IL 60612 USA
机构:
Digital Med Soc DiMe, Boston, MA USADigital Med Soc DiMe, Boston, MA USA
Goldsack, Jennifer C.
Coravos, Andrea
论文数: 0引用数: 0
h-index: 0
机构:
Digital Med Soc DiMe, Boston, MA USA
Elektra Labs, Boston, MA USA
Harvard MIT Ctr Regulatory Sci, Boston, MA USADigital Med Soc DiMe, Boston, MA USA
Coravos, Andrea
Bakker, Jessie P.
论文数: 0引用数: 0
h-index: 0
机构:
Digital Med Soc DiMe, Boston, MA USA
Philips, Monroeville, PA USADigital Med Soc DiMe, Boston, MA USA
Bakker, Jessie P.
论文数: 引用数:
h-index:
机构:
Bent, Brinnae
Dowling, Ariel V.
论文数: 0引用数: 0
h-index: 0
机构:
Takeda Pharmaceut, Cambridge, MA USADigital Med Soc DiMe, Boston, MA USA
Dowling, Ariel V.
Fitzer-Attas, Cheryl
论文数: 0引用数: 0
h-index: 0
机构:
ClinMed LLC, Dayton, NJ USADigital Med Soc DiMe, Boston, MA USA
Fitzer-Attas, Cheryl
Godfrey, Alan
论文数: 0引用数: 0
h-index: 0
机构:
Northumbria Univ, Comp & Informat Sci Dept, Newcastle Upon Tyne, Tyne & Wear, EnglandDigital Med Soc DiMe, Boston, MA USA
Godfrey, Alan
Godino, Job G.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Ctr Wireless & Populat Hlth Syst, San Diego, CA 92103 USADigital Med Soc DiMe, Boston, MA USA
Godino, Job G.
Gujar, Ninad
论文数: 0引用数: 0
h-index: 0
机构:
Samsung Neurol, Danvers, MA USA
Curis Advisors, Cambridge, MA USADigital Med Soc DiMe, Boston, MA USA
Gujar, Ninad
Izmailova, Elena
论文数: 0引用数: 0
h-index: 0
机构:
Digital Med Soc DiMe, Boston, MA USA
Koneksa Hlth, New York, NY USADigital Med Soc DiMe, Boston, MA USA
Izmailova, Elena
Manta, Christine
论文数: 0引用数: 0
h-index: 0
机构:
Digital Med Soc DiMe, Boston, MA USA
Elektra Labs, Boston, MA USADigital Med Soc DiMe, Boston, MA USA
Manta, Christine
Peterson, Barry
论文数: 0引用数: 0
h-index: 0
机构:Digital Med Soc DiMe, Boston, MA USA
Peterson, Barry
Vandendriessche, Benjamin
论文数: 0引用数: 0
h-index: 0
机构:
Byteflies, Antwerp, Belgium
Case Western Reserve Univ, Dept Elect Comp & Syst Engn, Cleveland, OH 44106 USADigital Med Soc DiMe, Boston, MA USA
Vandendriessche, Benjamin
Wood, William A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ North Carolina Chapel Hill, Lineberger Comprehens Canc Ctr, Dept Med, Chapel Hill, NC USADigital Med Soc DiMe, Boston, MA USA
Wood, William A.
Wang, Ke Will
论文数: 0引用数: 0
h-index: 0
机构:
Duke Univ, Biomed Engn Dept, Durham, NC 27706 USADigital Med Soc DiMe, Boston, MA USA
Wang, Ke Will
Dunn, Jessilyn
论文数: 0引用数: 0
h-index: 0
机构:
Duke Univ, Biomed Engn Dept, Durham, NC 27706 USA
Duke Univ, Dept Biostat & Bioinformat, Durham, NC 27708 USADigital Med Soc DiMe, Boston, MA USA
机构:
Henry Ford Hosp, Dept Neurol, W Bloomfield, MI USA
Wayne State Univ, Sch Med, W Bloomfield, MI USAGreat Lakes NeuroTechnol Inc, Cleveland, OH 44125 USA
LeWitt, Peter A.
Giuffrida, Joseph P.
论文数: 0引用数: 0
h-index: 0
机构:
Great Lakes NeuroTechnol Inc, Cleveland, OH 44125 USAGreat Lakes NeuroTechnol Inc, Cleveland, OH 44125 USA